Detalhe da pesquisa
1.
Large language models encode clinical knowledge.
Nature
; 620(7972): 172-180, 2023 Aug.
Artigo
em Inglês
| MEDLINE | ID: mdl-37438534
2.
Publisher Correction: Large language models encode clinical knowledge.
Nature
; 620(7973): E19, 2023 Aug.
Artigo
em Inglês
| MEDLINE | ID: mdl-37500979
3.
An empirical characterization of fair machine learning for clinical risk prediction.
J Biomed Inform
; 113: 103621, 2021 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-33220494
4.
Language models are an effective representation learning technique for electronic health record data.
J Biomed Inform
; 113: 103637, 2021 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-33290879
5.
An intentional approach to managing bias in general purpose embedding models.
Lancet Digit Health
; 6(2): e126-e130, 2024 Feb.
Artigo
em Inglês
| MEDLINE | ID: mdl-38278614
6.
Health equity assessment of machine learning performance (HEAL): a framework and dermatology AI model case study.
EClinicalMedicine
; 70: 102479, 2024 Apr.
Artigo
em Inglês
| MEDLINE | ID: mdl-38685924
7.
EHR foundation models improve robustness in the presence of temporal distribution shift.
Sci Rep
; 13(1): 3767, 2023 03 07.
Artigo
em Inglês
| MEDLINE | ID: mdl-36882576
8.
Evaluation of Feature Selection Methods for Preserving Machine Learning Performance in the Presence of Temporal Dataset Shift in Clinical Medicine.
Methods Inf Med
; 62(1-02): 60-70, 2023 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-36812932
9.
Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks.
J Am Med Inform Assoc
; 30(12): 2004-2011, 2023 11 17.
Artigo
em Inglês
| MEDLINE | ID: mdl-37639620
10.
The value of standards for health datasets in artificial intelligence-based applications.
Nat Med
; 29(11): 2929-2938, 2023 Nov.
Artigo
em Inglês
| MEDLINE | ID: mdl-37884627
11.
Evaluating algorithmic fairness in the presence of clinical guidelines: the case of atherosclerotic cardiovascular disease risk estimation.
BMJ Health Care Inform
; 29(1)2022 Apr.
Artigo
em Inglês
| MEDLINE | ID: mdl-35396247
12.
A comparison of approaches to improve worst-case predictive model performance over patient subpopulations.
Sci Rep
; 12(1): 3254, 2022 02 28.
Artigo
em Inglês
| MEDLINE | ID: mdl-35228563
13.
Evaluation of domain generalization and adaptation on improving model robustness to temporal dataset shift in clinical medicine.
Sci Rep
; 12(1): 2726, 2022 02 17.
Artigo
em Inglês
| MEDLINE | ID: mdl-35177653
14.
Considerations in the reliability and fairness audits of predictive models for advance care planning.
Front Digit Health
; 4: 943768, 2022.
Artigo
em Inglês
| MEDLINE | ID: mdl-36339512
15.
DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models.
Nat Commun
; 13(1): 1678, 2022 03 30.
Artigo
em Inglês
| MEDLINE | ID: mdl-35354802
16.
Learning decision thresholds for risk stratification models from aggregate clinician behavior.
J Am Med Inform Assoc
; 28(10): 2258-2264, 2021 09 18.
Artigo
em Inglês
| MEDLINE | ID: mdl-34350942
17.
Systematic Review of Approaches to Preserve Machine Learning Performance in the Presence of Temporal Dataset Shift in Clinical Medicine.
Appl Clin Inform
; 12(4): 808-815, 2021 08.
Artigo
em Inglês
| MEDLINE | ID: mdl-34470057
18.
Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study.
Transl Psychiatry
; 11(1): 642, 2021 12 20.
Artigo
em Inglês
| MEDLINE | ID: mdl-34930903
19.
Development and validation of a prognostic model predicting symptomatic hemorrhagic transformation in acute ischemic stroke at scale in the OHDSI network.
PLoS One
; 15(1): e0226718, 2020.
Artigo
em Inglês
| MEDLINE | ID: mdl-31910437
20.
The Effectiveness of Multitask Learning for Phenotyping with Electronic Health Records Data.
Pac Symp Biocomput
; 24: 18-29, 2019.
Artigo
em Inglês
| MEDLINE | ID: mdl-30864307