Sun-In Lee & Eric J Topol - Clinicians frequently use conditional reasoning for treatment decisions by envisioning potential outcomes for patients. This is counterfactual thinking,…
More than 4 years into the global COVID-19 pandemic, widespread infection with severe acute respiratory syndrome coronavirus 2 (SARSCoV-2) has left millions of people around…
The medical community does not broadcast the problem, but there are many studies that have reinforced a serious issue with diagnostic errors. A recent study concluded: “We…
Eric J Topol - The human bond between patient and clinician is fundamental. But the patient–doctor relationship is affected by the limited time allotted for…
Machines don’t have eyes, but you wouldn’t know that if you followed the progression of deep learning models for accurate interpretation of medical images, such as…
Scott J Adams & Eric J Topol - Cancer screening typically relies on a reductionist, all-comer population approach, with screening eligibility based predominantly on age.…
Betalan Meskó & Eric Topol - Abstract The rapid advancements in artificial intelligence (AI) have led to the development of sophisticated large language models (LLMs)…
Saurabh Jha & Eric Topol - In 2016, Geoffrey Hinton, a pioneer of deep learning artificial intelligence (AI), predicted radiologists’ extinction within 5 years. 7…
The exceptionally rapid development of highly flexible, reusable artificial intelligence (AI) models is likely to usher in newfound capabilities in medicine. We propose a new…
David Jones et al. - Chronological age can differ from biological age, particularly in Alzheimer's disease (AD) and related neurodegenerative disorders. By training models with…
Jennifer M Radin et al. - Background Traditional viral illness surveillance relies on in-person clinical or laboratory data, paper-based data collection, and outdated technology for…
Julian N. Acosta et al. - Abstract The increasing availability of biomedical data from large biobanks, electronic health records, medical imaging, wearable and ambient biosensors,…
Rayan Krishnan et al. - Abstract The development of medical applications of machine learning has required manual annotation of data, often by medical experts. Yet,…
Giorgio Quer et al. - To the Editor — Vaccines against COVID-19 have been a remarkable public health success. However, as with all vaccines, immunologic response…
Eric J Topol & Akiko Iwasaki - Just 10 months after the initial genome sequencing of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus,…