Chapter
Using AI for Medical Diagnosis in Developing Countries
23:02 - 32:35 (09:33)
This episode discusses the potential benefits of using AI for diagnostic and treatment planning in developing countries, particularly in areas with a shortage of healthcare professionals, such as India, China, Indonesia or Africa.
Clips
The shortage of doctors in developing countries presents a huge opportunity for AI-powered diagnostic and triage tools.
23:02 - 26:55 (03:53)
Summary
The shortage of doctors in developing countries presents a huge opportunity for AI-powered diagnostic and triage tools. By using deep learning for analytics, even healthcare workers with limited training can make high-quality assessments of patient risks and prioritize triage accordingly.
ChapterUsing AI for Medical Diagnosis in Developing Countries
EpisodeJeremy Howard: fast.ai Deep Learning Courses and Research
PodcastLex Fridman Podcast
Deep learning systems can magnify the expertise of human experts, but it is not useful to think of automating certain tasks in medicine completely as there is already a shortage of people.
26:55 - 27:51 (00:55)
Summary
Deep learning systems can magnify the expertise of human experts, but it is not useful to think of automating certain tasks in medicine completely as there is already a shortage of people.
ChapterUsing AI for Medical Diagnosis in Developing Countries
EpisodeJeremy Howard: fast.ai Deep Learning Courses and Research
PodcastLex Fridman Podcast
Doctors are now becoming deep learning practitioners through completing the Fast AI course, allowing them to focus on more complex medical issues while using these skills for preventative care.
27:51 - 30:20 (02:28)
Summary
Doctors are now becoming deep learning practitioners through completing the Fast AI course, allowing them to focus on more complex medical issues while using these skills for preventative care. This trend is growing and leading to published papers and journal reading groups in the American Council of Radiology.
ChapterUsing AI for Medical Diagnosis in Developing Countries
EpisodeJeremy Howard: fast.ai Deep Learning Courses and Research
PodcastLex Fridman Podcast
Hospital lawyers face challenges in developing new ways to share data in its raw form in order to generate valuable insights and save lives.
30:20 - 32:35 (02:15)
Summary
Hospital lawyers face challenges in developing new ways to share data in its raw form in order to generate valuable insights and save lives. Despite creating legislation that allows for more practical data sharing, there are still gray areas that prevent bold decision-making by hospital lawyers.