The myth of generalisability in clinical research and machine learning in health care.
Futoma J, Simons M, Panch T, Doshi-Velez F, Celi LA.
Lancet Digit Health. 2020 09. 2(9):e489-e492. PMID: 32864600
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Bibliography
"Yes, but will it work for my patients?" Driving clinically relevant research with benchmark datasets.
Panch T, Pollard TJ, Mattie H, Lindemer E, Keane PA, Celi LA.
NPJ Digit Med. 2020. 3:87. PMID: 32577534
Developing specific reporting guidelines for diagnostic accuracy studies assessing AI interventions: The STARD-AI Steering Group.
Sounderajah V, Ashrafian H, Aggarwal R, De Fauw J, Denniston AK, Greaves F, Karthikesalingam A, King D, Liu X, Markar SR, McInnes MDF, Panch T, Pearson-Stuttard J, Ting DSW, Golub RM, Moher D, Bossuyt PM, Darzi A.
Nat Med. 2020 06. 26(6):807-808. PMID: 32514173
Machine learning health-related applications in low-income and middle-income countries: a scoping review protocol.
Carrillo-Larco RM, Tudor Car L, Pearson-Stuttard J, Panch T, Miranda JJ, Atun R.
BMJ Open. 2020 05 10. 10(5):e035983. PMID: 32393612
Artificial intelligence and algorithmic bias: implications for health systems.
Panch T, Mattie H, Atun R.
J Glob Health. 2019 12. 9(2):010318. PMID: 31788229
A Framework for Predicting Impactability of Digital Care Management Using Machine Learning Methods.
Mattie H, Reidy P, Bachtiger P, Lindemer E, Nikolaev N, Jouni M, Schaefer J, Sherman M, Panch T.
Popul Health Manag. 2020 08. 23(4):319-325. PMID: 31765282
Turning the crank for machine learning: ease, at what expense?
Pollard TJ, Chen I, Wiens J, Horng S, Wong D, Ghassemi M, Mattie H, Lindemer E, Panch T.
Lancet Digit Health. 2019 09. 1(5):e198-e199. PMID: 33323266
The "inconvenient truth" about AI in healthcare.
Panch T, Mattie H, Celi LA.
NPJ Digit Med. 2019. 2:77. PMID: 31453372
Artificial intelligence: opportunities and risks for public health.
Panch T, Pearson-Stuttard J, Greaves F, Atun R.
Lancet Digit Health. 2019 05. 1(1):e13-e14. PMID: 33323236
The role of artificial intelligence in orthopaedic surgery.
Panchmatia JR, Visenio MR, Panch T.
Br J Hosp Med (Lond). 2018 Dec 02. 79(12):676-681. PMID: 30526106