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Papers on AI in medicine


Organized by application area and linked to PDF.

Sepsis

Sepsis in ED triage: Horng et al. PLoS One (2017)
Septic shock: Henry et al. Sci Trans Med (2015)
Sepsis in ICU: Nemati et al. Crit Care Med (2017)

Oncology

Glioma outcomes: Mobadersanya et al. PNAS (2018)
Mortality s/p cancer chemo: Elfiky et al. JAMA Network Open (2018)
Outcomes in colorectal cancer: Bychkov et al. Sci Reports (2018)
Drug combo for multiple myeloma: Rashid et al. Sci Trans Med (2018)
Skin cancer: Esteva et al. Nature (2018)
NSCLC from histopathology: Coudray et al. Nat Med (2018)
Metastatic breast cancer detection: Liu et al. Arch Pathol Lab Med (2018) & Steiner et al. Am J Surg Path (2018)

Cardiology

Echocardiography: Zhang et al. Circulation (2018)
Arrhythmia: Rajpurkar et al. arXiv (2017)
Atrial fibrillation: Shashikumar et al. (2017)

Imaging

Acute neurological events from head CTs: Titano et al. Nat Med (2018) & Chilamkurthy et al. Lancet (2018)
Mammographic breast density: Lehman et al. Radiology (2018)
Diabetic retinopathy (retrospective): De Fauw et al. Nat Med (2018)
Diabetic retinopathy (prospective pilot): Kanagasingam et al. JAMA Network Open (2018)

General (readmissions, mortality, dx)

Readmission: Shameer et al. Pacific Symp Biocomp (2017)
Daily risk of C. dif: Oh et al. Inf Control & Hosp Epi (2018)
Dx from EMR data: Miotto et al. Sci Reports (2016)
Dx from EMR data: Yang et al. Sci Reports (2018)
Disease onset from lab tests: Razavian et al. arXiv (2016)
In-hospital mortality, unplanned readmission, prolonged LOS, final discharge dx: Rajkomar et al. npj Digit. Med. (2018)
All-cause mortality for palliative care consults: Avati et al. arXiv (2017)

Neuro & psych

Dementia: Cleret et al. JMIR (2018)
Alzheimer’s disease: Mathotaarachchi et al. Neurobiol Aging (2017)
Suicide: Walsh et al. Clin Psych Sci (2017)
Delirium: Wong et al. JAMA Network Open (2018)
Schizophrenia from wearables data: Reinertsen et al. Phys Meas (2017)