The Sessions

Artificial Intelligence in Clinical Practice: Disease Understanding

Speakers & Presenters

 
Sirisha Peyyeti
Head - Consulting
RoundSqr
 
Madhu Saha
Principal Data Scientist
RoundSqr
 
 

Artificial intelligence & Machine Learning are some of the key technologies spearheading the Fourth Industrial Revolution. It is bringing a paradigm shift to the medical field, powered by the increasing availability of medical data and rapid progress of analytics techniques. The major areas of applications include early detection and diagnosis, treatment, outcome prediction, and prognosis evaluation. AI/ML has truly moved from 'hype' and 'hope' to 'results' and 'impact' in its application for disease understanding and treatment.

This session of #herAIstory will explore, through an interactive discussion, how different applications of AI/ML plays a crucial role in the integration of multiple high-dimensional sources of data (which provides a different view on the disease) and the automated derivation of actionable insights.

Topics to be discussed include, but are not limited to:

Oversight: How AI/ML aids in better understanding of diseases? What's the role of medical professionals and ML experts in advancing better healthcare delivery? What new AI/ML disease models / applications and systems are already available? What are the popular AI techniques for structured and unstructured data? What are the hurdles in real-life AI deployment?  What does the future hold? 

Case Study: Review a recent publication (that has been awarded the Servier Young Researcher Award at VAICON'21) on how AI/ML has been used to identify and quantify anatomical changes in advanced CVI that help clinicians in monitoring the progression of disease and response to treatment. With the joint collaboration by a team of doctors and RoundSqr's ML experts, an algorithm has been built with more than 90% accuracy.

Let's explore the vision, opportunities, challenges, and implications of the use of AI/ML in clinical practice...

We, at RoundSqr (Part of Cigniti), are very passionate about AI. This session will be a great way to collaborate and exchange views with business leaders who are driving AI adoption in their Enterprise, as well as peers, academicians, and enthusiasts.

Looking forward to hosting you...

Date Session Theme Location
05-03-2021 AI in Clinical Practice: Generating Insights for Disease Understanding & Evaluation Virtual Webinar
07-08-2020 Scalable Active Learning for Image Classification & Detection Virtual Webinar
24-01-2020 Reimagining the Enterprise: The AI Way RoundSqr Office, Madhapur
08-11-2019 XAI - The Genesis RoundSqr Office, Madhapur
06-09-2019 Breaking The Artificial Intelligence Ceiling Portafilter Coffee House, Madhapur

What is #herAIstory?

Digitisation is reaching new heights and all enterprises (big and small) are embracing it. While digital transformation means different things to different people, the underlying philosophy is around gathering the right data, deriving insights and using these insights for automation.

You might know of this as Machine Learning, Artificial Intelligence, Deep Learning but what businesses look for eventually is either better experience or increased efficiencies.

At RoundSqr (Part of Cigniti), we have been a part of multiple such initiatives over our lifetime. With every new implementation we learn something new - where to use RPA vs where to use AI/ML, what is the right use case to pick up, how to we determine the RoI for each use case that the enterprise picks up and many more.

At the core of all of these implementations, however, is people that are equipped to understand the business problem at hand and solve it with the use of right technology. We have been encouraging our workforce (and women especially) not to shy away from picking up opportunities in this space. The success when people believe in themselves inspite of career breaks or career switches is something that we saw for real within our organisation.

herAIStory for us is a platform where we can share our knowledge and experience. There is a lot that is happening in the world and our team would love to be a part of that learning. Hence this for us is a platform where we can call industry experts, technologists and keen learners across the board to share their story.

We want to make it a level playing field. We want to give women a leg-up in AI.

We want to help you write #herAIstory…

What gets covered?

Through #herAIstory, we want to touch upon every aspect of an AI journey, just to make it a bit easier and a lot more successful…

Technology

Emerging trends, paper dissections, technology evaluation & much more

Business

Real problems being solved. Hear about it from the people involved...

People

Networking, learning, mentoring, knowledge sharing, fun…

Why attend?

Connect with a dynamic community
Be inspired by AI use cases in the industry
Be AI aware and a trailblazer
Explore and level up your AI skills

Who can attend?

AI enthusiast women take centre stage here, but anyone who is interested in AI can also join! After all, men too have an important role to play in #herAIstory

The Sessions

Artificial Intelligence in Clinical Practice: Disease Understanding

Speakers & Presenters

 
Sirisha Peyyeti
Head - Consulting
RoundSqr
 
Madhu Saha
Principal Data Scientist
RoundSqr
 
 

Artificial intelligence & Machine Learning are some of the key technologies spearheading the Fourth Industrial Revolution. It is bringing a paradigm shift to the medical field, powered by the increasing availability of medical data and rapid progress of analytics techniques. The major areas of applications include early detection and diagnosis, treatment, outcome prediction, and prognosis evaluation. AI/ML has truly moved from 'hype' and 'hope' to 'results' and 'impact' in its application for disease understanding and treatment.

This session of #herAIstory will explore, through an interactive discussion, how different applications of AI/ML plays a crucial role in the integration of multiple high-dimensional sources of data (which provides a different view on the disease) and the automated derivation of actionable insights.

Topics to be discussed include, but are not limited to:

Oversight: How AI/ML aids in better understanding of diseases? What's the role of medical professionals and ML experts in advancing better healthcare delivery? What new AI/ML disease models / applications and systems are already available? What are the popular AI techniques for structured and unstructured data? What are the hurdles in real-life AI deployment?  What does the future hold? 

Case Study: Review a recent publication (that has been awarded the Servier Young Researcher Award at VAICON'21) on how AI/ML has been used to identify and quantify anatomical changes in advanced CVI that help clinicians in monitoring the progression of disease and response to treatment. With the joint collaboration by a team of doctors and RoundSqr's ML experts, an algorithm has been built with more than 90% accuracy.

Let's explore the vision, opportunities, challenges, and implications of the use of AI/ML in clinical practice...

We, at RoundSqr (Part of Cigniti), are very passionate about AI. This session will be a great way to collaborate and exchange views with business leaders who are driving AI adoption in their Enterprise, as well as peers, academicians, and enthusiasts.

Looking forward to hosting you...

Date Session Theme Location
05-03-2021 AI in Clinical Practice: Generating Insights for Disease Understanding & Evaluation Virtual Webinar
07-08-2020 Scalable Active Learning for Image Classification & Detection Virtual Webinar
24-01-2020 Reimagining the Enterprise: The AI Way RoundSqr Office, Madhapur
08-11-2019 XAI - The Genesis RoundSqr Office, Madhapur
06-09-2019 Breaking The Artificial Intelligence Ceiling Portafilter Coffee House, Madhapur

What is #herAIstory?

Digitisation is reaching new heights and all enterprises (big and small) are embracing it. While digital transformation means different things to different people, the underlying philosophy is around gathering the right data, deriving insights and using these insights for automation.

You might know of this as Machine Learning, Artificial Intelligence, Deep Learning but what businesses look for eventually is either better experience or increased efficiencies.

At RoundSqr (Part of Cigniti), we have been a part of multiple such initiatives over our lifetime. With every new implementation we learn something new - where to use RPA vs where to use AI/ML, what is the right use case to pick up, how to we determine the RoI for each use case that the enterprise picks up and many more.

At the core of all of these implementations, however, is people that are equipped to understand the business problem at hand and solve it with the use of right technology. We have been encouraging our workforce (and women especially) not to shy away from picking up opportunities in this space. The success when people believe in themselves inspite of career breaks or career switches is something that we saw for real within our organisation.

herAIStory for us is a platform where we can share our knowledge and experience. There is a lot that is happening in the world and our team would love to be a part of that learning. Hence this for us is a platform where we can call industry experts, technologists and keen learners across the board to share their story.

We want to make it a level playing field. We want to give women a leg-up in AI.

We want to help you write #herAIstory…

What gets covered?

Through #herAIstory, we want to touch upon every aspect of an AI journey, just to make it a bit easier and a lot more successful…

Technology

Emerging trends, paper dissections, technology evaluation & much more

Business

Real problems being solved. Hear about it from the people involved...

People

Networking, learning, mentoring, knowledge sharing, fun…

Why attend?

Connect with a dynamic community
Be inspired by AI use cases in the industry
Be AI aware and a trailblazer
Explore and level up your AI skills

Who can attend?

AI enthusiast women take centre stage here, but anyone who is interested in AI can also join! After all, men too have an important role to play in #herAIstory

What is #herAIstory?

Digitisation is reaching new heights and all enterprises (big and small) are embracing it. While digital transformation means different things to different people, the underlying philosophy is around gathering the right data, deriving insights and using these insights for automation.

You might know of this as Machine Learning, Artificial Intelligence, Deep Learning but what businesses look for eventually is either better experience or increased efficiencies.

At RoundSqr, we have been a part of multiple such initiatives over our lifetime. With every new implementation we learn something new – where to use RPA vs where to use AI/ML, what is the right use case to pick up, how to we determine the RoI for each use case that the enterprise picks up and many more.

At the core of all of these implementations, however, is people that are equipped to understand the business problem at hand and solve it with the use of right technology. We have been encouraging our workforce (and women especially) not to shy away from picking up opportunities in this space. The success when people believe in themselves inspite of career breaks or career switches is something that we saw for real within our organisation.

herAIStory for us is a platform where we can share our knowledge and experience. There is a lot that is happening in the world and our team would love to be a part of that learning. Hence this for us is a platform where we can call industry experts, technologists and keen learners across the board to share their story.

We want to make it a level playing field. We want to give women a leg-up in AI.

We want to help you write #herAIstory…

What get covered?

Through #herAIstory, we want to touch upon every aspect of an AI journey, just to make it a bit easier and a lot more successful…

Technology

Emerging trends, paper dissections, technology evaluation & much more

Business

Real problems being solved. Hear about it from the people involved…

People

Networking, learning, mentoring, knowledge sharing, fun…

Why attend?

Connect with a dynamic community
Be inspired by AI use cases in the industry
Be AI aware and a trailblazer
Explore and level up your AI skills

Who can attend?

AI enthusiast women take centre stage here, but anyone who is interested in AI can also join! After all, men too have an important role to play in #herAIstory😊