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Daily Archives: August 22, 2021
How Moderna, Home Depot, and others are succeeding with AI – MIT Sloan News
Posted: August 22, 2021 at 3:58 pm
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When pharmaceutical company Moderna announced the first clinical trial of a COVID-19 vaccine, it was a proud moment but not a surprising one for Dave Johnson, the companys chief data and artificial intelligence officer.
When Johnson joined the company in 2014, he helped put in place automated processes and AI algorithmsto increase the number of small-scale messenger RNA (mRNA) needed to run clinical experiments. This groundwork contributed to Moderna releasing one of the first COVID-19 vaccines (using mRNA) even as the world had only started to understand the virus threat.
The whole COVID vaccine development, were immensely proud of the work that weve done there, and were immensely proud of the superhuman effort that our people went through to bring it to market so quickly, Johnson said during a bonus episode of the MIT Sloan Management Review podcast Me, Myself, and AI.
But a lot of it was built on this infrastructure that we had put in place where we didnt build algorithms specifically for COVID; we just put them through the same pipeline of activity that weve been doing, Johnson said. We just turned it as fast as we could.
Successfully using AI in business is at the heart of the podcast, which recently finished its second season. The podcast is hosted by Sam Ransbotham, professor of information systems at Boston College, and Shervin Khodabandeh, senior partner with Boston Consulting Group and co-lead of its AI practice in North America. The series features leaders who are achieving big wins with AI.
Heres a look at some of the highlights from this season.
If youre frantically searching the Home Depot website for a way to patch a hole in your wall, chances are youre not thinking of the people whove generated the recommendation for the correct brackets to use with your new wall-mounted mirror or the project guide for the repairs youre doing.
But Huiming Qu, the Home Depots senior director of data science and machine learning products, marketing, and online, is not only thinking about those data scientists and engineers, shes leading them, and doing it in a way she hopes will leave both her team and customers happy. To do this, Qus team pulls as much data as it can from customer visits to the site, such as what was in their carts and what their prior searches were.
Qus team then weaves that information into an extremely, extremely light test version of an algorithm to cut down on development time and to figure out if that change will be possible within Home Depots digital infrastructure.
It takes a cross-functional team iteratively to move a lot faster to break down that bigger problem, bigger goals, to many smaller ones that we can achieve very quickly, Qu said.
When it comes to AI and machine learning at Google, the tech company applies three principles to innovation: focus on the user, rapidly prototype, and think in 10x.
We want to make sure were solving for a problem that also has the scale that will be worth it and really advances whatever were trying to do not in a small way, but in a really big way, said Will Grannis, managing director of Google Clouds Office of the CTO.
But before Google puts too many resources behind these 10x or moonshot solutions, engineers are encouraged to take on roof shot projects.
Rather than aiming for the sky right out of the gate, engineers only have to get an idea to the roof, Grannis said. A moonshot is often the product of a series of smaller roof shots, he said, and this approach allows him to see who is willing to put in the effort to see something through from start to finish.
If people dont believe in the end state, the big transformation, theyre usually much less likely to journey across those roof shots and to keep going when things get hard, Grannis said. My job is to create an environment where people feel empowered, encouraged, and excited to try and [I] try to demotivate them as little as possible, because theyll find their way to the roof shot, and then the next one, and then the next one, and then pretty soon youre three years in, and I couldnt stop a project if I wanted to.
JoAnn Stonier, chief data officer at Mastercard is using AI and machine learning to prevent and uncover bias, even though most datasets will have some bias in them to begin with.
And thats OK. The 1910 U.S. voter rolls, for example, are a dataset, Stonier said. They could be used to study something like voting habits of early 20th century white men. But you would also need to acknowledge that women and people of color are missing from that dataset, so your study wouldnt reflect the entire U.S. population in 1910.
The problem is, if you dont remember that, or youre not mindful of that, then you have an inquiry thats going to learn off of a dataset that is missing characteristics that [are] going to be important to whatever that other inquiry is, Stonier said. Those are some of the ways that I think we can actually begin to design a better future, but it means really being very mindful of whats inherent in the dataset, whats there, whats missing but also can be imputed.
The complete two seasons of Me, Myself, and AI can be listened to on Apple Podcasts and Spotify.Transcripts of the Me, Myself, and AI podcast are also available.
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How Moderna, Home Depot, and others are succeeding with AI - MIT Sloan News
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Global In-Cabin Automotive AI (Artificial Intelligence) Market Report 2021: Opportunities with Increasing Demand for HVAC Systems & Occupant…
Posted: at 3:58 pm
DUBLIN--(BUSINESS WIRE)--The "In-Cabin Automotive AI Market - A Global and Regional Analysis: Focus on Product Types, Applications, and Country Assessment - Analysis and Forecast, 2020-2026" report has been added to ResearchAndMarkets.com's offering.
The global in-cabin automotive AI market is expected to reach $503.2 million by 2026, with a CAGR of 45.41% during the forecast period of 2021-2026.
One of the most successful drivers in promoting customer loyalty is in-cabin AI and the experience it enables. The automakers are engaging with or looking to engage with key ecosystem providers to give additional value to their customers. Improved driver experience and safety, as well as intelligent in-car assistance, are among some of the advantages offered by AI-powered cabins.
The in-cabin experience is usually referred to as the AI-powered cockpit, but it's beyond the driver's perspective. In-car experiences encompass the entire user experience, including the driver and passengers, with the goal of improving the overall comfort of the in-cabin experience.
This includes the application of AI in intelligent driver assistance programs that improve safety or in infotainment systems that give instructions to the driver while providing content recommendations to passengers in the seat.
Market Segmentation In-Cabin Automotive AI Market by Product
The global in-cabin automotive AI market has been segmented based on product including camera, radar, voice assistant, smart sensor. Among the various types of products, the camera holds the highest share as the monitoring systems contain a charge-coupled device (CCD) camera that can track the driver's eye and is mounted on the steering column. In case of an emergency situation, the system alerts the driver with warning sounds and flashing lights.
If the driver fails to react in a timely manner, the vehicle will automatically apply the brakes. A driver monitoring system (DMS) uses an infrared light-emitting diode (LED) and a camera to monitor the driver for signs of inattention or tiredness.
In-Cabin Automotive AI Market by Application
The global in-cabin automotive AI market has been segmented based on application driver monitoring system, occupant monitoring system, conversation assistance, smart HVAC. The driver monitoring system integrates the use of sensors, cameras, and other 'intelligent' equipment to provide aid, direction, and warning to the driver in a variety of crucial situations and emergencies. Moreover, the rising number of traffic accidents globally as a result of less driver alertness has become a serious area of concern for the governments.
In-Cabin Automotive AI Market by Region
The regions detailed in this report include North America, Europe, the U.K., China, Asia-Pacific and Japan, South America, and the Middle East and Africa. Europe holds the largest market share in the global in-cabin automotive AI market.
The economic situation in Europe is favorable, and the consumers have a high disposable income, thereby leading to high demand for technologies such as in-cabin automotive AI.
Image sensing/cameras, infrared sensing, and strain gauges are among the region's signature technologies related to in-cabin automotive AI. Along with this, manufacturers are looking to improve their flexibility across the value chain, thereby driving the market toward the adoption of in-cabin automotive AI.
The companies profiled in the report have been selected post undergoing in-depth interviews with experts and understanding details around companies such as product portfolios, annual revenues, market penetration, research and development initiatives, and domestic and international presence in the in-cabin automotive AI market.
Key Market Players and Competition Synopsis
Some of the key players operating in the market include
Key Questions Answered in the Report
Key Topics Covered:
1 Markets
1.1 Industry Outlook
1.1.1 Trends: Industry Dynamics Defining Future Trends In-Cabin Automotive AI Market
1.1.1.1 Next-Generation In-Cabin Automotive AI
1.1.1.2 Growing Trend for Digital Cockpit
1.1.2 Market Drivers
1.1.2.1 Rising Demand for the Autonomous Vehicle
1.1.2.2 Increasing Concerns of Passenger and Pedestrian Safety Increase the Demand for In-Cabin Automotive AI
1.1.2.3 OEMs and government regulatory authorities are taking necessary steps to improve transportation by addressing major challenges like road accidents and traffic congestion
1.1.2.4 Rising Demand for Customized Consumer Experience
1.1.2.5 Impact of Business Drivers
1.1.3 Market Restraints
1.1.3.1 Challenges Related to Infrastructure
1.1.3.2 Design Challenges
1.1.3.3 Impact of Business Restraints
1.1.4 Market Opportunities
1.1.4.1 Increasing Demand for HVAC Systems in Cockpit
1.1.4.2 Increasing Demand for Occupant Safety and Security
1.1.4.3 Impact of Business Opportunities
1.1.5 Key Developments and Strategies
1.1.5.1 Product Developments
1.1.5.2 Market Developments
1.1.5.3 Mergers & Acquisitions
1.1.5.4 Partnerships & Joint Ventures
1.2 Supply Chain Analysis
2 Application
2.1 Global In-Cabin Automotive AI Market Application and Specification
2.1.1 Occupant Monitoring System
2.1.2 Driver Monitoring System
2.1.3 Conversation Assistance
2.1.4 Smart HVAC
2.2 Demand Analysis of In-Cabin Automotive AI Market (by Application)
2.2.1 Occupant Monitoring System
2.2.2 Driver Monitoring System
2.2.3 Conversation Assistance
2.2.4 Smart HVAC
3 Products
3.1 Global In-Cabin Automotive AI Market (by Product)
3.1.1 Radar
3.1.2 Camera
3.1.3 Voice Assistant
3.1.4 Smart Sensor
3.2 Demand Analysis of In-Cabin Automotive AI Market (by Product)
3.2.1 Radar
3.2.2 Camera
3.2.3 Voice Assistant
3.2.4 Smart Sensor
4 Regional Analysis
4.1 Market
4.1.1 Buyers Attribute
4.1.2 Key Players
4.1.3 Competitive Benchmarking
4.1.4 Business Challenges
4.1.5 Business Drivers
4.2 Applications
5 Markets - Competitive Benchmarking & Company Profiles
5.1 Competitive Benchmarking
5.2 Company Profiles
5.2.1 Company Overview
5.2.2 Business Strategies
5.2.3 Corporate Strategies
5.2.4 Competitive Position
6 Research Methodology
For more information about this report visit https://www.researchandmarkets.com/r/q9hk0q
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AI for Impact lives up to its name – MIT News
Posted: at 3:58 pm
For entrepreneurial MIT students looking to put their skills to work for a greater good, the Media Arts and Sciences class MAS.664 (AI for Impact) has been a destination point. With the onset of the pandemic, that goal came into even sharper focus. Just weeks before the campus shut down in 2020, a team of students from the class launched a project that would make significant strides toward an open-source platform to identify coronavirus exposures without compromising personal privacy.
Their work was at the heart of Safe Paths, one of the earliest contact tracing apps in the United States. The students joined with volunteers from other universities, medical centers, and companies to publish their code, alongside a well-received white paper describing the privacy-preserving, decentralized protocol, all while working with organizations wishing to launch the app within their communities. The app and related software eventually got spun out into the nonprofit PathCheck Foundation, which today engages with public health entities and is providing exposure notifications in Guam, Cyprus, Hawaii, Minnesota, Alabama, and Louisiana.
The formation of Safe Paths demonstrates the special sense among MIT researchers that we can launch something that can help people around the world, notes Media Lab Associate Professor Ramesh Raskar, who teaches the class together with Media Lab Professor Alex Sandy Pentland and Media Lab Lecturer Joost Bonsen. To have that kind of passion and ambition but also the confidence that what you create here can actually be deployed globally is kind of amazing.
AI for Impact, created by Pentland, began meeting two decades ago under the course name Development Ventures, and has nurtured multiple thriving businesses. Examples of class ventures that Pentland incubated or co-founded include Dimagi, Cogito, Ginger, Prosperia, and Sanergy.
The aim-high challenge posed to each class is to come up with a business plan that touches a billion people, and it cant all be in one country, Pentland explains. Not every class effort becomes a business, but 20 percent to 30 percent of students start something, which is great for an entrepreneur class, says Pentland.
Opportunities for Impact
The numbers behind Dimagi, for instance, are striking. Its core product CommCare has helped front-line health workers provide care for more than 400 million people in more than 130 countries around the world. When it comes to maternal and child care, Dimagi's platform has registered one in every 110 pregnancies worldwide. This past year, several governments around the world deployed CommCare applications for Covid-19 response from Sierra Leone and Somalia to New York and Colorado.
Spinoffs like Cogito, Prosperia, and Ginger have likewise grown into highly successful companies. Cogito helps a million people a day gain access to the health care they need; Prosperia helps manage social support payments to 80 million people in Latin America; and Ginger handles mental health services for over 1 million people.
The passion behind these and other class ventures points to a central idea of the class, Pentland notes: MIT students are often looking for ways to build entrepreneurial businesses that enable positive social change.
During the spring 2021 class, for example, a number of promising student projects included tools to help residents of poor communities transition to owning their homes rather than renting, and to take better control of their community health.
Its clear that the people who are graduating from here want to do something significant with their lives ... they want to have an impact on their world, Pentland says. "This class enables them to meet other people who are interested in doing the same thing, and offers them some help in starting a company to do it.
Many of the students who join the class come in with a broad set of interests. Guest lectures, case studies of other social entrepreneurship projects, and an introduction to a broad ecosystem of expertise and funding, then helps students to refine their general ideas into specific and viable projects.
A path toward confronting a pandemic
Raskar began co-teaching the class in 2019, and brought a Big AI focus to the Development Ventures class, inspired by an AI for Impact team he had set up at his former employer, Facebook. What I realized is that companies like Google or Facebook or Amazon actually have enough data about all of us that they can solve major problems in our society climate, transportation, health, and so on, he says. This is something we should think about more seriously: how to use AI and data for positive social impact, while protecting privacy.
Early into the spring 2020 class, as students were beginning to consider their own projects, Raskar approached the class about the emerging coronavirus outbreak. Students like Kristen Vilcans recognized the urgency, and the opportunity. She and 10 other students joined forces to work on a project that would focus on Covid-19.
"Students felt empowered to do something to help tackle the spread of this alarming new virus," Raskar recalls. "They immediately began to develop data- and AI-based solutions to one of the most critical pieces of addressing a pandemic: halting the chain of infections. They created and launched one of the first digital contact tracing and exposure notification solutions in the U.S., developing an early alert system that engaged the public and protected privacy.
Raskar looks back on the moment when a core group of students coalesced into a team. It was very rare for a significant part of the class to just come together saying, 'lets do this, right away.' It became as much a movement as a venture.
Group discussions soon began to center around an open-source, privacy-first digital set of tools for Covid-19 contact tracing. For the next two weeks, right up to the campus shutdown in March 2020, the team took over two adjacent conference rooms in the Media Lab, and started a Slack messaging channel devoted to the project. As the team members reached out to an ever-wider circle of friends, colleagues, and mentors, the number of participants grew to nearly 1,600 people, coming together virtually from all corners of the world.
Kaushal Jain, a Harvard Business School student who had cross-registered for the spring 2020 class to get to know the MIT ecosystem, was also an early participant in Safe Paths. He wrote up an initial plan for the venture and began working with external organizations to figure out how to structure it into a nonprofit company. Jain eventually became the project's lead for funding and partnerships.
Vilcans, a graduate student in system design and management, served as Safe Paths communications lead through July 2020, while still working a part-time job at Draper Laboratory and taking classes.
There are these moments when you want to dive in, you want to contribute and you want to work nonstop, she says, adding that the experience was also a wake-up call on how to manage burnout, and how to balance what you need as a person while contributing to a high-impact team. That's important to understand as a leader for the future.
MIT recognized Vilcan's contributions later that year with the 2020 SDM Student Award for Leadership, Innovation, and Systems Thinking.
Jain, too, says the class gave him more than he could have expected.
I made strong friendships with like-minded people from very different backgrounds, he says. One key thing that I learned was to be flexible about the kind of work you want to do. Be open and see if there's an opportunity, either through crisis or through something that you believe could really change a lot of things in the world. And then just go for it.
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Val Kilmer reclaims his voice through AI technology after throat cancer – The National
Posted: at 3:58 pm
After a two-year battle with throat cancer and a tracheotomy that severely affected his speech, Val Kilmer has reclaimed his voice through AI technology.
UK software company Sonantic used old recordings of the Top Gun actors voice to recreate a computer-generated version.
The company, known for its voice cloning work, shared a clip of the results on its official YouTube channel earlier in August.
"My voice as I knew it was taken away from me. People around me struggle to understand when I'm talking, Kilmer, 61, is heard saying in the clip through his AI voice. But despite all that I still feel, I'm the exact same person. Still the same creative soul. A soul that dreams ideas and stories confidently, but now I can express myself again, bring these ideas to you, and show you this part of myself once more. A part that was never truly gone. Just hiding away.
Kilmer had an active part in developing the AI voice, online news website The Wrap reports. The Batman Forever star provided the archival footage of his voice, which was then used to create the prototype.
Kilmer's AI voice is not featured in the documentary 'Val' but moving forward, the actor will be able to use his new voice in both a professional and personal capacity. Amazon Prime Video via AP
"I'm grateful to the entire team at Sonantic who masterfully restored my voice in a way I've never imagined possible, Kilmer told The Wrap. "As human beings, the ability to communicate is the core of our existence and the side effects from throat cancer have made it difficult for others to understand me. The chance to narrate my story, in a voice that feels authentic and familiar, is an incredibly special gift.
Kilmers throat cancer diagnosis was not publicly confirmed until 2017, two years after the actor was first hospitalised for the condition. By then, he had undergone chemotherapy and a tracheotomy procedure that abraded his voice to a rasp. In 2020, the actor revealed that he had been cancer-free for four years.
News of Kilmers new computer-generated voice comes just after the release of his documentary Val on Amazon Prime Video. Co-produced by the actors daughter and son, the film examines Kilmers life and career, as well as his cancer recovery.
The AI voice is not featured in Val, but moving forward, Kilmer will be able to use his new voice in both a professional and personal capacity.
Updated: August 21st 2021, 12:32 PM
Results
Stage 7:
1.Caleb Ewan (AUS) Lotto Soudal -3:18:29
2.Sam Bennett (IRL) Deceuninck-QuickStep - sametime
3.Phil Bauhaus (GER) Bahrain Victorious
4.Michael Morkov (DEN) Deceuninck-QuickStep
5.Cees Bol (NED) Team DSM
General Classification:
1.Tadej Pogacar (SLO) UAE Team Emirates - 24:00:28
2.Adam Yates (GBR) Ineos Grenadiers -0:00:35
3.Joao Almeida (POR) Deceuninck-QuickStep -0:01:02
4.Chris Harper (AUS) Jumbo-Visma -0:01:42
5.Neilson Powless (USA) EF Education-Nippo -0:01:45
Results
Stage 7:
1.Caleb Ewan (AUS) Lotto Soudal -3:18:29
2.Sam Bennett (IRL) Deceuninck-QuickStep - sametime
3.Phil Bauhaus (GER) Bahrain Victorious
4.Michael Morkov (DEN) Deceuninck-QuickStep
5.Cees Bol (NED) Team DSM
General Classification:
1.Tadej Pogacar (SLO) UAE Team Emirates - 24:00:28
2.Adam Yates (GBR) Ineos Grenadiers -0:00:35
3.Joao Almeida (POR) Deceuninck-QuickStep -0:01:02
4.Chris Harper (AUS) Jumbo-Visma -0:01:42
5.Neilson Powless (USA) EF Education-Nippo -0:01:45
Results
Stage 7:
1.Caleb Ewan (AUS) Lotto Soudal -3:18:29
2.Sam Bennett (IRL) Deceuninck-QuickStep - sametime
3.Phil Bauhaus (GER) Bahrain Victorious
4.Michael Morkov (DEN) Deceuninck-QuickStep
5.Cees Bol (NED) Team DSM
General Classification:
1.Tadej Pogacar (SLO) UAE Team Emirates - 24:00:28
2.Adam Yates (GBR) Ineos Grenadiers -0:00:35
3.Joao Almeida (POR) Deceuninck-QuickStep -0:01:02
4.Chris Harper (AUS) Jumbo-Visma -0:01:42
5.Neilson Powless (USA) EF Education-Nippo -0:01:45
Results
Stage 7:
1.Caleb Ewan (AUS) Lotto Soudal -3:18:29
2.Sam Bennett (IRL) Deceuninck-QuickStep - sametime
3.Phil Bauhaus (GER) Bahrain Victorious
4.Michael Morkov (DEN) Deceuninck-QuickStep
5.Cees Bol (NED) Team DSM
General Classification:
1.Tadej Pogacar (SLO) UAE Team Emirates - 24:00:28
2.Adam Yates (GBR) Ineos Grenadiers -0:00:35
3.Joao Almeida (POR) Deceuninck-QuickStep -0:01:02
4.Chris Harper (AUS) Jumbo-Visma -0:01:42
5.Neilson Powless (USA) EF Education-Nippo -0:01:45
Results
Stage 7:
1.Caleb Ewan (AUS) Lotto Soudal -3:18:29
2.Sam Bennett (IRL) Deceuninck-QuickStep - sametime
3.Phil Bauhaus (GER) Bahrain Victorious
4.Michael Morkov (DEN) Deceuninck-QuickStep
5.Cees Bol (NED) Team DSM
General Classification:
1.Tadej Pogacar (SLO) UAE Team Emirates - 24:00:28
2.Adam Yates (GBR) Ineos Grenadiers -0:00:35
3.Joao Almeida (POR) Deceuninck-QuickStep -0:01:02
4.Chris Harper (AUS) Jumbo-Visma -0:01:42
5.Neilson Powless (USA) EF Education-Nippo -0:01:45
Results
Stage 7:
1.Caleb Ewan (AUS) Lotto Soudal -3:18:29
2.Sam Bennett (IRL) Deceuninck-QuickStep - sametime
3.Phil Bauhaus (GER) Bahrain Victorious
4.Michael Morkov (DEN) Deceuninck-QuickStep
5.Cees Bol (NED) Team DSM
General Classification:
1.Tadej Pogacar (SLO) UAE Team Emirates - 24:00:28
2.Adam Yates (GBR) Ineos Grenadiers -0:00:35
3.Joao Almeida (POR) Deceuninck-QuickStep -0:01:02
4.Chris Harper (AUS) Jumbo-Visma -0:01:42
5.Neilson Powless (USA) EF Education-Nippo -0:01:45
Results
Stage 7:
1.Caleb Ewan (AUS) Lotto Soudal -3:18:29
2.Sam Bennett (IRL) Deceuninck-QuickStep - sametime
3.Phil Bauhaus (GER) Bahrain Victorious
4.Michael Morkov (DEN) Deceuninck-QuickStep
5.Cees Bol (NED) Team DSM
General Classification:
1.Tadej Pogacar (SLO) UAE Team Emirates - 24:00:28
2.Adam Yates (GBR) Ineos Grenadiers -0:00:35
3.Joao Almeida (POR) Deceuninck-QuickStep -0:01:02
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Val Kilmer reclaims his voice through AI technology after throat cancer - The National
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IEM Fall to host final RMR events of 2021 – Dot Esports
Posted: at 3:57 pm
Valve has given ESL the task of hosting all the remaining Regional Major Ranking (RMR) tournaments of 2021, the tournament organizer announced today. ESL will be organizing the CS:GO events across six different regions and plans to hold the European one on LAN, while the others will take place as online competitions as a result of ongoing restrictions due to the coronavirus pandemic.
These six RMR tournaments will serve as the last chance for teams to gain points in the rankings that will determine who will attend the PGL CS:GO Major in October. All six events will be held under the IEM Fall competition. The North American and CIS events will feature 12 teams each, while the South American, Asian, and Oceania competitions will consist of four squads each. IEM Fall Europe is the only event featuring 24 teams since EU is the largest CS:GO region.
All of the teams attending the IEM Fall RMR will be invited based on the rankings for their own region. The official and final invites will be handled once the teams have submitted their rosters to determine possible RMR point deductions. Once no further teams can be invited using the rankings, ESL will use its own world rankings to determine the next teams in line.
There will be a $255,000 total prize pool distributed across all six regions, with Europe taking the largest slice ($105,000), followed by North America ($70,000), and CIS ($50,000). Asia, South America, and Oceania will be playing for $10,000 each. Each region will offer up to 2,500 points in the ranking.
There will a be lot at stake in the IEM Fall RMR considering that CIS and South America are the only regions that will have played three RMR events this year. This is will be the second and last RMR events for the remaining four regions and big teams like Fnatic, OG, and FaZe Clan will have to do exceptionally well to secure a spot in the PGL Major.
Here are all the dates for all of the IEM Fall events.
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Global Gene Therapy Technologies, Markets & Competitive Landscape Report 2021 with Profiles of 202 Companies and 266 Collaborations in this Area -…
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Dublin, Aug. 20, 2021 (GLOBE NEWSWIRE) -- The "Gene Therapy - Technologies, Markets & Companies" report from Jain PharmaBiotech has been added to ResearchAndMarkets.com's offering.
Gene therapy technologies are described in detail including viral vectors, nonviral vectors and cell therapy with genetically modified vectors.
Gene therapy is an excellent method of drug delivery and various routes of administration as well as targeted gene therapy are described. There is an introduction to technologies for gene suppression as well as molecular diagnostics to detect and monitor gene expression. Gene editing technologies such as CRISPR-Cas9 and CAR-T cell therapies are also included. Gene therapy can now be combined with antisense techniques such as RNA interference (RNAi), further increasing the therapeutic applications.
Clinical applications of gene therapy are extensive and cover most systems and their disorders. Full chapters are devoted to genetic syndromes, cancer, cardiovascular diseases, neurological disorders and viral infections with emphasis on AIDS. Applications of gene therapy in veterinary medicine, particularly for treating cats and dogs, are included.
Research and development is in progress in both the academic and the industrial sectors. The National Institutes of Health (NIH) of the US is playing an important part. As of 2016, over 2050 clinical trials were completed, were ongoing, or had been approved worldwide. A breakdown of these trials is shown according to the geographical areas and applications.
Since the death of Jesse Gelsinger in the US following a gene therapy treatment, the FDA has further tightened the regulatory control on gene therapy. A further setback was the reports of leukemia following the use of retroviral vectors in successful gene therapy for adenosine deaminase deficiency. Several clinical trials were put on hold and many have resumed now. Four gene medicines have been approved by the FDA. The report also discusses the adverse effects of various vectors, safety regulations and ethical aspects of gene therapy including gene editing and germline gene therapy.
The markets for gene therapy have been difficult to estimate as there only a few approved gene therapy products Gene therapy markets are estimated for the years 2020-2030. The estimates are based on the epidemiology of diseases to be treated with gene therapy, the portion of those who will be eligible for these treatments, competing technologies and the technical developments anticipated in the next decades. In spite of some setbacks, the future for gene therapy is bright. The markets for DNA vaccines are calculated separately as only genetically modified vaccines and those using viral vectors are included in the gene therapy markets
The voluminous literature on gene therapy was reviewed and selected 750 references are appended in the bibliography. The references are constantly updated. The text is supplemented with 79 tables and 25 figures.
Profiles of 202 companies involved in developing gene therapy are presented along with 266 collaborations. There were only 44 companies involved in this area in 1995. In spite of some failures and mergers, the number of companies has increased more than 4-fold in 2 decades. These companies have been followed up since they were the topic of a book on gene therapy companies by the author of this report.
Benefits of this report
Story continues
Up-to-date on-stop information on gene therapy with 79 tables and 25 figures
Evaluation of gene therapy technologies
750 selected references from the literature
Estimates of gene therapy markets from 2020-2030
Profiles of 202 companies involved and collaborations in this area
Who should read this report?
Biotechnology companies developing gene therapy
Academic institutions doing research in gene therapy
Drug delivery companies
Pharmaceutical companies interested in gene therapy
Gene therapy companies
Venture capital and investment companies
Key Topics Covered:
Executive Summary
1. Introduction
2. Gene Therapy Technologies
3. Clinical Applications of Gene Therapy
4. Gene Therapy of Genetic Disorders
5. Gene Therapy of Cancer
6. Gene Therapy of Neurological Disorders
7. Gene Therapy of Cardiovascular Disorders
8. Gene therapy of viral infections
9. Research, Development and Future of Gene Therapy
10. Regulatory, Safety, Ethical Patent Issues of Gene Therapy
11. Markets for Gene Therapy
12. Companies involved in Gene Therapy
13. References
For more information about this report visit https://www.researchandmarkets.com/r/v69ou
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Global Gene Therapy Technologies, Markets & Competitive Landscape Report 2021 with Profiles of 202 Companies and 266 Collaborations in this Area -...
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This Breast Cancer Gene Is Less Well Known, but Nearly as Dangerous – The New York Times
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Heidi Marsh, 46, of Seattle, tested positive for the PALB2 mutation after her mother a breast cancer and pancreatic cancer patient was found to have it. She said her own doctor was unaware of the gene.
My OB-GYN was aware of my moms history and never suggested genetic testing, Ms. Marsh said. She never heard of it. I educated her. The oncologist she sent me to did not suggest surgery.
But Seattle Cancer Care Alliance, a partner of Fred Hutchinson Cancer Research Center, where Ms. Marshs mother had been an oncology nurse, did know about the gene mutation. The group immediately put together a team that included a surgical oncologist, a pancreatic cancer specialist, a geneticist, a nutritionist and a social worker.
This has been life-changing, said Ms. Marsh, who had her fallopian tubes removed in April. (She was told most ovarian cancer first occurs in the tubes. She plans to remove her ovaries after menopause.)
She will have breast monitoring with alternating mammograms and breast M.R.I.s every six months. She has already had an endoscopic ultrasound to look at her pancreas.
She has found a Facebook group, PALB2 Warriors, to be helpful. Because she has a background in health care she was a phlebotomist she says she looks further than individual postings, to studies that are placebo-controlled and peer-reviewed for information. But when it comes to personal stories of experience with prophylactic mastectomies and reconstruction, she says that is invaluable.
This was not remotely on my radar screen, she said. In one sense I feel empowered. But I also feel like I am waiting for the other shoe to drop, that cancer will be inevitable.
But mostly, she is thankful that she knows about PALB2 and the risks involved.
Its an alarm clock and a wake-up call, she said. You can do something about it if you choose.
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This Breast Cancer Gene Is Less Well Known, but Nearly as Dangerous - The New York Times
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Regenerative medicine nears banner year with $14.1B cash infusion, regulatory milestones and a well-stocked pipeline – FierceBiotech
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For a long time, gene and cell therapies were a treatment option for the future. Now, the pace of development is moving at breakneck speed, with a number of firsts and $14.1billion in financing collected over the initial half of the year.
The Alliance for Regenerative Medicine has documented the acceleration on all fronts in a new report looking at the first half of 2021.
Most notably was Intellias demonstration of CRISPR gene-editing in humans through phase 1 data for patients with transthyretin (ATTR) amyloidosis. But thats not all for regenerative medicine, which includes cell and gene therapies, gene editing and tissue-based therapies.
Companies developing these therapies have collected $14.1 billion in the first half alone, which is 71% of what was raised during all of 2020. The alliance called this surge the strongest half on record. 2020 already broke financing records, with $20 billion, and the report suggests 2021 could exceed that total.
RELATED:Intellia hits a 'home run' with gene-editing results, setting up entire field for a grand slam
Cell-based immuno-oncology has for the first time surpassed gene therapy in financing, notching $6.6 billion compared to $6.4 billion, respectively. The broader category of cell therapy, including stem cell treatments for Parkinson's disease, meanwhilepicked up $1.1 billion.
Gene therapies and gene-modified cell therapy products are on track to notch the highest annual number of regulatory approvals. Three have already been approved. Bluebird bios Skysona nabbed an EU nod for the rare neuromuscular disease cerebral adrenoleukodystrophy. Bristol Myers Squibb and bluebirds multiple myeloma CAR-T drug Abecma was cleared by the FDA in late March. And Bristol Myers long-awaited CAR-T liso-cel, now called Breyanzi, was approved in February.
Waiting in the regulatory queue in the U.S. and EU isJohnson & Johnson and Legend Bios cilta-cel in multiple myeloma, which will compete with Abecma. Other companies have approvals pending around the world.
Even with these approvals, however, cell and gene therapies face hurdles once they are cleared for the market. Bluebird bio, for instance, has pulled back from European markets after failing to reach a consensus on pricing for the one-time treatment Zynteglo.
RELATED: With the pricing situation 'untenable' in Europe, bluebird will wind down its operations in the 'broken' market
The pipeline is nevertheless filled to the brim with new therapies. The report counted 1,320 industry-sponsored trials underway worldwide, including 158 that are in phase 3. Academic and other research is responsible for an additional 1,328 non-industry trialsincluding 85 late-stage studies.
Indications run the gamut of diseases, but are mostly concentrated in oncology for the industry-sponsored trials, followed by central nervous system (CNS) disorders and rare genetic diseases. Academic research similarly focuses on oncology, followed by infectious diseases and CNS.
CAR-T therapies, which take a patients own cells and power them up to fight cancer before being returned to the body, have been particularly dominate in R&D. Abecma is one example, but the J&J-Legend cilta-cel showed some promising data in June, with a 98% overall response rate in multiple myeloma. The therapy is currently being reviewed by EU and U.S. regulators, with a decision expected later this year.
RELATED:ASCO: J&J's anti-BCMA CAR-T pads its case ahead of speedy review and Bristol Myers showdown
More readouts are expected from Precision BioSciences and CRISPR Therapeutics, which are working on separate BCMA-targeted CAR-T therapies.
The alliance counts 566 companies as developing regenerative medicines and advanced therapies in the U.S. and 588 industry-sponsored trials with U.S. sites.
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Regenerative medicine nears banner year with $14.1B cash infusion, regulatory milestones and a well-stocked pipeline - FierceBiotech
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FDA approval of belzutifan culminates 25-year journey at UTSW from gene discovery to a first-in-class drug – UT Southwestern
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DALLAS Aug. 21, 2021 A first-in-kind kidney cancer drug developed from laboratory and translational studies conducted at UTSouthwestern Medical Center received approval from the Food and Drug Administration, providing a new treatment for patients with familial kidney cancer.
FDA approval of belzutifan culminates a 25-year journey at UTSW from gene discovery to a first-in-class drug.
Mercks belzutifan grew out of the discovery at UTSouthwestern of a protein, HIF-2, that is key to fuel the growth of kidney and other cancers. HIF-2 was discovered by Steven McKnight, Ph.D., Professor of Biochemistry.
This is an exciting milestone for patients with inherited forms of kidney cancer who are in need of more effective therapies, said David Russell, Ph.D., Vice Provost and Dean of Research, and Professor of Molecular Genetics, who collaborated in the early stages of the research.
The drug, once called PT2977, was developed based on a backbone discovered by UTSW researchers, with further drug development efforts conducted by a spinoff company named Peloton Therapeutics, which was launched on the UTSW campus and eventually acquired by Merck.
Drs. McKnight and Russell first identified HIF-2 in the 1990s.
HIF-2 was considered undruggable for many years until two more UTSW scientists at the time Richard Bruick, Ph.D., Professor of Biochemistry, and Kevin Gardner, Ph.D., Professor of Biophysics, who also directs a structural biology center at the City University of New York did the structural and biochemical work showing that the HIF-2 molecule contains a pocket that is potentially druggable. The two scientists then identified multiple compounds that fit into this pocket and inhibited the activity of HIF-2.
The history of belzutifans development demonstrates the value of cross-disciplinary collaborations at academic medical centers and how that can translate to new treatments for diseases, said Dr. Russell. It also underscores the value of investing in basic science discoveries at the core of advancements in medicine.
In 2011, several researchers spun off Peloton Therapeutics, and by 2019, when Merck acquired the company, at least three HIF-2 agents were under investigation.
James Brugarolas, M.D., Ph.D., Director of the UTSW Kidney Cancer Program
James Brugarolas, M.D., Ph.D., Director of the Kidney Cancer Program at UTSouthwesterns Harold C. Simmons Comprehensive Cancer Center, showed that the drug was effective against kidney cancer.
With funding from a prestigious National Cancer Institute SPORE award, they showed in a publication inNaturein 2016 that the drug was able to inhibit HIF-2in human kidney tumors transplanted into mice and stop their growth.
This and other studies led to the first clinical trial of PT2385, a precursor to PT2977, which became belzutifan. The trial, which was led by the UTSW Kidney Cancer Program, showed that the drug was well-tolerated and active.
The approval of belzutifan represents a new paradigm in the treatment of kidney cancer, said Dr. Brugarolas, Professor of Internal Medicine. By exclusively targeting HIF-2, which is essential for kidney cancers but dispensable for normal processes, belzutifan specifically disables cancer cells while sparing normal cells. Belzutifan is the best-tolerated kidney cancer drug today and one suitable for patients with familial kidney cancer. It is a testament to the prowess of designer drugs and carefully chosen targets of which it is a prime example.
1997UTSouthwestern biochemist Steven McKnight, Ph.D., and molecular geneticist David Russell, Ph.D., report the discovery of the HIF-2 gene, which they call EPAS1. The team shows that HIF-2 binds to another protein, HIF-1. The HIF-2 partner functions like a pair of tweezers to grab DNA. HIF-2 binds DNA at specific places to initiate the production of other proteins such as VEGF, which support kidney cancer growth.
2003The laboratories of Richard Bruick, Ph.D., and Kevin Gardner, Ph.D., uncover aspects of the atomic blueprint of HIF-2. They show how HIF-2 docks with HIF-1 to assemble into a functional HIF-2 complex. They identify a cavity within the HIF-2 protein, hypothesizing that it may offer a foothold for a drug. Working with UTSouthwesterns High-Throughput Screening laboratory, Drs. Bruick and Gardner develop a test to identify chemicals among 200,000 drug-like molecules that bind to the HIF-2 cavity, preventing HIF-2 binding to HIF-1. By interfering with HIF-2 binding to HIF-1, these compounds block HIF-2 action. The most promising chemicals undergo a refinement process by medicinal chemists at UTSouthwestern.
2010Peloton Therapeutics is founded by UTSW researchers to develop the HIF-2 blocking chemicals into drugs. Peloton scientists create libraries of related compounds, ultimately identifying PT2385 and PT2977 to test in humans. A related drug, PT2399, is identified for laboratory work.
2016Dr. James Brugarolas validates HIF-2 as a target in kidney cancer. In experiments incorporating more than 250 mice transplanted with human kidney tumors, researchers show that PT2399 blocks HIF-2 while not affecting related proteins, is active against 50% of human kidney tumors, and has more activity and is better tolerated than sunitinib (the most commonly used drug for renal cancer treatment at the time).
2018Dr. Kevin Courtney reports the results of a phase 1 clinical trial testing PT2385 in humans. The trial represents the first-in-human study of a first-in-class inhibitor of HIF-2. The trial, which involves 51 patients, shows that PT2385 is safe, well tolerated, and active against ccRCC in humans. More than 50 percent of patients see their cancer regress or stabilize. A patient of Dr. Brugarolas sees benefit for more than a year despite prior progression on seven drugs.
2019U.S. drug manufacturer Merck acquires Peloton Therapeutics for $1.05 billion, with an additional $1.15 billion contingent on sales and regulatory milestones.
2020Through studies of tumor biopsy samples from patients who participated in the Phase 1 clinical trial, Drs. Courtney, Brugarolas, and Ivan Pedrosa, M.D., Ph.D., report the identification of drug resistance mutations in patients, establishing HIF-2 as the first-known core dependency of kidney cancer.
Dr. Brugarolas holds The Sherry Wigley Crow Cancer Research Endowed Chair in Honor of Robert Lewis Kirby, M.D. Dr. McKnight holds the Distinguished Chair in Basic Biomedical Research. Dr. Pedrosa holds the Jack Reynolds, M.D., Chair in Radiology. Dr. Russell holds the Eugene McDermott Distinguished Chair in Molecular Genetics. Disclosures: UTSouthwestern and some of its researchers will receive financial compensation, through prior agreements with Peloton, based on belzutifans FDA approval.
About UTSouthwestern Medical Center
UTSouthwestern, one of the nations premier academic medical centers, integrates pioneering biomedical research with exceptional clinical care and education. The institutions faculty has received six Nobel Prizes, and includes 25 members of the National Academy of Sciences, 16 members of the National Academy of Medicine, and 13 Howard Hughes Medical Institute Investigators. The full-time faculty of more than 2,800 is responsible for groundbreaking medical advances and is committed to translating science-driven research quickly to new clinical treatments. UTSouthwestern physicians provide care in about 80 specialties to more than 117,000 hospitalized patients, more than 360,000 emergency room cases, and oversee nearly 3 million outpatient visits a year.
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FDA approval of belzutifan culminates 25-year journey at UTSW from gene discovery to a first-in-class drug - UT Southwestern
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Through Public-Private Partnership, Scientists are Working to Better Understand Gene Therapy and How it Could Help Patients With Rare Diseases |…
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A rare disease is, by its very nature, rare. The CDC defines a rare disease as a condition that affects fewer than 200,000 people in the United States, or no more than one out of every 2,000 people in Europe.1 And yet, rare diseaseswhich frequently have a genetic componentaffect many: there may be as many 7,000 different types of rare diseases, impacting 25 to 30 million people in the United States, according to the National Center for Advancing Translational Sciences.2 Often, rare diseases lack treatments, leaving patients with little hope.
An ambitious new project, called Accelerating Research and Development for Advanced Therapies (ARDAT), is working to change that. This five-year endeavor through the Innovative Medicines Initiative (IMI), "the world's biggest private-public partnership in the life sciences," is seeking to better understand ways of treating rare diseases through something called advanced therapy medicinal products (ATMPs), such as cell and gene therapies.
Led by Pfizer and University of Sheffield, ARDAT is a consortium made up of more than 30 academic, nonprofit, and private organizations from Europe and the United States that is collaborating to work with regulators and share research and data. The goal is ultimately to improve our understanding of ATMPs, which may helpbring more effective medicines to patients with rare diseases. Gene therapy is one of the new transformative frontiers of medicine, says Greg LaRosa, who is the projects lead at Pfizer, where he serves as Vice President, Head of Scientific Research in the Rare Disease Research Unit.
By collaborating with so many other experienced partners, James Eshelby, Vice President of Global Public-Private Partnerships with Pfizer, hopes researchers will be able to gain a deeper understanding, faster, about this new class of drugs that are advancing toward the marketplace. The project being conducted as a public-private partnership is much more robust than it would be if we were all making separate efforts, he says. Theres a shared hope that findings from ARDAT will also lead to a deeper understanding of ATMPS that may translate into advanced therapies for other diseases.
When a person has a genetic disease, doctors have insights into what the defect is. We know what the cellular activity the gene and the protein product from that gene is responsible for performing, and often we really understand why the people have this disease, says LaRosa. Gene therapy allows them to essentially replace that mutated gene with the correct gene.
I think one thing that's fabulous about gene therapy is it's not just treating the symptom, it's attempting to treat the cause, says Eshelby. Its trying to get the body to do what it should have been doing in the first place.
One example of gene therapy that Pfizer has been studying, in collaboration with ARDAT partner Spark Therapeutics, targets a rare bleeding disorder called Hemophilia B. When a person has Hemophilia B, their body doesnt make enough Factor IX, which is a protein that helps with clotting. Because of that genetic mutation, their blood doesnt clot as quickly as it normally would, which puts them at a greater risk of bleeding excessively, from minor injuries, or even spontaneously.
In an ongoing Phase 3 clinical trial, scientists are placing the Factor IX gene into an AAV viral vector, which is used to deliver the gene to cells of the patient. The viruses are modified so they cannot replicate or cause disease. After receiving the potential therapy intravenously, the body should begin making Factor IX, helping the blood to clot.
With the currently available treatments for Hemophilia B, every few days patients need to receive intravenous medication that aids clotting. Whereas if a gene therapy treatment is successful and approved for this purpose, a single treatment could have long-lasting effects. It just really frees the patients up to live a more normal life, says LaRosa. It gives them something that could dramatically change the path they're on with their disease.
Because most advanced therapy medicinal products such as gene therapy are still being developed, theres much to learn about how and why these advanced medicines work, how long the effects will last and how to overcome barriers to developing medicines with the aim of obtaining regulatory approvals and getting them to patients as rapidly as they need them. Through ARDAT, which launched in late 2020, partners in the consortium are sharing data to collectively gain a deeper understanding of ATMPs. Data sets within single institutions are not as big as that which would be compiled under the ARDAT collaboration, says Eshelby. By sharing individual data sets, you have a better potential to get to data set sizes where you can undertake a more comprehensive analysis.
In addition, Eshelby says sharing knowledge has the potential to benefit other areas, including product development, research, communication and awareness campaigns and more. The partners have expertise in areas such as gene therapy, immunology, chemistry, engineering, biotechnology, drug safety, viral vector creation, and regulatory and clinical trials. They include organizations from 10 countriesas well asprominent universities, research institutes,and biotech firms,includingBayer, Sanofi, University of Oxford,and more.
Together, the partners of ARDAT seek to better understand ATMPs and build upon that knowledge, without having to reinvent the wheel at each individual organization. By working with regulatory agencies as well, LaRosa says theyre hoping to streamline the development path of these therapeutics to make them available faster and give people suffering from rare diseases an offering of hope. For some, that might mean they no longer have to receive intravenous treatments multiple times a week; for others, it could mean continuing to move about without the use of a wheelchair. For many, it could mean a better quality of life.
With many of these rare diseases, there's no treatment yet available, says LaRosa. So the goal of this collaboration is to try to fill those knowledge gaps in cell and gene therapyso we can get these potentially curative products into the clinic, and then to the patients that need them.
References:
1. National Institutes of Health. Public Health and Rare Diseases: Oxymoron No More https://rarediseases.info.nih.gov/diseases/pages/31/faqs-about-rare-diseases
2. National Center for Advancing Translational Sciences, FAQs About Rare Diseases https://rarediseases.info.nih.gov/diseases/pages/31/faqs-about-rare-diseases
About ARDAT
The ARDAT project is a precompetitive 25.5M,5 yearconsortium that brings together the leading expertise of 34 academic, nonprofit, and private organizations, with the shared goal of helping to standardize and accelerate development of Advanced Therapy Medicinal Products (ATMPs) and potentially helping to bring these transformative treatments to patients sooner. For more information on ARDAT, visitwww.ardat.org
TheIMIis Europe's largest public-private initiative aiming to speed up the development of better and safer medicines for patients. IMI supports collaborative research projects and builds networks of patients, industrial and academic experts in order to boost pharmaceutical innovation in Europe. IMI is a joint undertaking between the European Union and the European Federation of Pharmaceutical Industries and Associations (EFPIA). For further details please visit:http://imi.europa.eu/
This project has received funding from the Innovative Medicines Initiative 2 Joint Undertaking under grant agreement No [945473]. This Joint Undertaking receives support from the European Unions Horizon 2020 research and innovationprogrammeand EFPIA.
This communication reflects the views of the authors and neither the IMI nor the European Union, EFPIA or any other partners are liable for any use that may be made of the information contained herein.
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