Chris Lovejoy
  • Start Here
  • Learning Medicine
  • Machine Learning in Medicine
  • Email Newsletter
  • YouTube Channel

Research Summaries

Short summaries of key research papers in the area of artificial intelligence in medicine.

Machine Learning

Predicting Acute Kidney Injury with AI (Research Paper Summary)

A clinically applicable approach to continuous prediction of future acute kidney injury - TomaĊĦev et al., Nature, July 2019Original article: https://www.nature.com/articles/s41586-019-1390-1One-sentence summaryIn this paper, a research group from

  • Chris Lovejoy
    Chris Lovejoy
1 min read
Research Summaries

Predicting Hospital Appointment Attendance using Artificial Intelligence (Research Paper Summary)

Predicting scheduled hospital attendance with artificial intelligence - Amy Nelson et al., April 2019Original article: https://www.nature.com/articles/s41746-019-0103-3#MOESM1One-sentence summaryIn this paper, a research group from UCL trained an AdaBoost

  • Chris Lovejoy
    Chris Lovejoy
1 min read
Research Summaries

Distinguishing cancerous from non-cancerous skin lesions (Research Paper Summary)

Dermatologist-level classification of skin cancer with deep neural networks - Esteva et al., Nature, Jan 2017Original article: https://www.nature.com/articles/nature21056NOTE: This is one of the earliest, and most cited, articles

  • Christopher Lovejoy
1 min read
Research Summaries

Key research papers in medical AI - read these first

We will continue to update this post as new articles are published.Last updated: 14th October 2019This is an extremely active research field, with new papers published regularly. Here we mention some of

  • Christopher Lovejoy
1 min read
Research Summaries

Recommending doses of IV fluids and vasopressor in sepsis (Research Paper Summary)

The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care. - Komorowski et al., Nature Medicine, Nov 2018Original article: https://www.ncbi.nlm.nih.gov/pubmed/30349085 One-sentence summaryIn this

  • Christopher Lovejoy
1 min read
Research Summaries

Automatically diagnosing retinal disease from eye scans (Research Paper Summary)

Clinically applicable deep learning for diagnosis and referral in retinal disease - De Fauw et al., Nature Medicine, Aug 2018Original article: https://www.nature.com/articles/s41591-018-0107-6One-sentence summaryIn this paper, a research group

  • Christopher Lovejoy
2 min read
Chris Lovejoy © 2021
Latest Posts Twitter Ghost