Machine Learning for Equitable Healthcare Outcomes with Irene Chen - #479

36:59
 
Поширити
 

Manage episode 291121372 series 2355587
Зроблено TWIML and Sam Charrington і знайдено завдяки Player FM та нашій спільноті. Авторські права належать видавцю, а не Player FM, і аудіоматеріали транслюються безпосередньо з сервера видавця. Натисніть на кнопку Підписатися, щоб слідкувати за оновленнями в Player FM або скопіюйте і вставте посилання на канал до іншої програми для подкастів.

Today we’re joined by Irene Chen, a Ph.D. student at MIT.

Irene’s research is focused on developing new machine learning methods specifically for healthcare, through the lens of questions of equity and inclusion. In our conversation, we explore some of the various projects that Irene has worked on, including an early detection program for intimate partner violence.

We also discuss how she thinks about the long term implications of predictions in the healthcare domain, how she’s learned to communicate across the interface between the ML researcher and clinician, probabilistic approaches to machine learning for healthcare, and finally, key takeaways for those of you interested in this area of research.

The complete show notes for this episode can be found at https://twimlai.com/go/479.

559 епізодів