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Jack Gallifant
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An interactive dashboard to track themes, development maturity, and global equity in clinical artificial intelligence research
J Zhang, S Whebell, J Gallifant, S Budhdeo, H Mattie, ...
The Lancet Digital Health 4 (4), e212-e213, 2022
392022
Artificial intelligence for mechanical ventilation: systematic review of design, reporting standards, and bias
J Gallifant, J Zhang, MPA Lopez, T Zhu, L Camporota, LA Celi, F Formenti
British Journal of Anaesthesia 128 (2), 343-351, 2022
382022
Critical bias in critical care devices
ML Charpignon, J Byers, S Cabral, LA Celi, C Fernandes, J Gallifant, ...
Critical Care Clinics 39 (4), 795-813, 2023
142023
Mapping and evaluating national data flows: transparency, privacy, and guiding infrastructural transformation
J Zhang, J Morley, J Gallifant, C Oddy, JT Teo, H Ashrafian, B Delaney, ...
The Lancet Digital Health 5 (10), e737-e748, 2023
92023
A closer look at auroc and auprc under class imbalance
M McDermott, LH Hansen, H Zhang, G Angelotti, J Gallifant
arXiv preprint arXiv:2401.06091, 2024
72024
The effect of using a large language model to respond to patient messages
S Chen, M Guevara, S Moningi, F Hoebers, H Elhalawani, BH Kann, ...
The Lancet Digital Health 6 (6), e379-e381, 2024
62024
Disparity dashboards: an evaluation of the literature and framework for health equity improvement
J Gallifant, EA Kistler, LF Nakayama, C Zera, S Kripalani, A Ntatin, ...
The Lancet Digital Health 5 (11), e831-e839, 2023
62023
A new tool for evaluating health equity in academic journals; the Diversity Factor
J Gallifant, J Zhang, S Whebell, J Quion, B Escobar, J Gichoya, K Herrera, ...
PLOS Global Public Health 3 (8), e0002252, 2023
62023
Delivering on NIH data sharing requirements: avoiding Open Data in Appearance Only
H Watson, J Gallifant, Y Lai, AP Radunsky, C Villanueva, N Martinez, ...
BMJ Health & Care Informatics 30 (1), 2023
62023
Peer review of GPT-4 technical report and systems card
J Gallifant, A Fiske, YA Levites Strekalova, JS Osorio-Valencia, R Parke, ...
PLOS Digital Health 3 (1), e0000417, 2024
52024
Shining Light on Dark Skin: Pulse Oximetry Correction Models
J Matos, T Struja, J Gallifant, ML Charpignon, JS Cardoso, LA Celi
2023 IEEE 7th Portuguese Meeting on Bioengineering (ENBENG), 211-214, 2023
52023
Equity should be fundamental to the emergence of innovation
J Gallifant, LF Nakayama, JW Gichoya, R Pierce, LA Celi
PLOS Digital Health 2 (4), e0000224, 2023
52023
Quantifying digital health inequality across a national healthcare system
J Zhang, J Gallifant, RL Pierce, A Fordham, J Teo, L Celi, H Ashrafian
BMJ Health & Care Informatics 30 (1), 2023
32023
Quantification of lobar gas exchange: a proof-of-concept study in pigs
J Gallifant, JN Cronin, F Formenti
British Journal of Anaesthesia 127 (2), e55-e58, 2021
22021
BOLD: Blood-gas and Oximetry Linked Dataset
J Matos, T Struja, J Gallifant, L Nakayama, ML Charpignon, X Liu, ...
Scientific Data 11 (1), 535, 2024
12024
Participant flow diagrams for health equity in AI
JG Ellen, J Matos, M Viola, J Gallifant, J Quion, LA Celi, NSA Hussein
Journal of Biomedical Informatics 152, 104631, 2024
12024
From quality improvement to equality improvement projects: A scoping review and framework
J Gallifant, M Griffin, R Pierce, LA Celi
Iscience, 2023
12023
Mechanical ventilators for Low-and middle-income countries: informing a context-specific and sustainable design
J Gallifant, D Sharell, M Hashmi, ED Riviello, MJ Schultz, MM Ulisubisya, ...
British Journal of Anaesthesia 128 (4), e279-e281, 2022
12022
Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks
J Gallifant, S Chen, P Moreira, N Munch, M Gao, J Pond, LA Celi, H Aerts, ...
arXiv preprint arXiv:2406.12066, 2024
2024
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias
S Chen, J Gallifant, M Gao, P Moreira, N Munch, A Muthukkumar, A Rajan, ...
arXiv preprint arXiv:2405.05506, 2024
2024
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