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2502.06124
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Foundation Model of Electronic Medical Records for Adaptive Risk Estimation
10 February 2025
P. Renc
Michal K. Grzeszczyk
Nassim Oufattole
Deirdre Goode
Y. Jia
Szymon Bieganski
Matthew B. A. McDermott
J. Was
A. E. Samir
Jonathan W. Cunningham
D. W. Bates
Arkadiusz Sitek
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Papers citing
"Foundation Model of Electronic Medical Records for Adaptive Risk Estimation"
11 / 11 papers shown
Title
MEDS-Tab: Automated tabularization and baseline methods for MEDS datasets
Nassim Oufattole
Teya Bergamaschi
Aleksia Kolo
Hyewon Jeong
Hanna Gaggin
Collin M. Stultz
Matthew B. A. McDermott
100
1
0
31 Oct 2024
Zero Shot Health Trajectory Prediction Using Transformer
P. Renc
Y. Jia
A. E. Samir
J. Was
Quanzheng Li
D. W. Bates
Arkadiusz Sitek
AI4TS
MedIm
53
18
0
30 Jul 2024
Large language models surpass human experts in predicting neuroscience results
Xiaoliang Luo
Akilles Rechardt
Guangzhi Sun
Kevin K. Nejad
Felipe Y´a˜nez
...
Anna Behler
Chloe M. Hall
J. Dafflon
Sherry Dongqi Bao
Bradley C. Love
50
54
0
04 Mar 2024
Event-Based Contrastive Learning for Medical Time Series
Hyewon Jeong
Nassim Oufattole
Matthew B. A. McDermott
Aparna Balagopalan
P. Chandak
Marzyeh Ghassemi
Collin M. Stultz
49
6
0
16 Dec 2023
Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events
Matthew B. A. McDermott
Bret A. Nestor
Peniel Argaw
I. Kohane
AI4TS
79
24
0
20 Jun 2023
MOTOR: A Time-To-Event Foundation Model For Structured Medical Records
E. Steinberg
Jason Alan Fries
Yizhe Xu
N. Shah
OOD
AI4TS
93
19
0
09 Jan 2023
Hi-BEHRT: Hierarchical Transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records
Yikuan Li
M. Mamouei
G. Salimi-Khorshidi
Shishir Rao
A. Hassaine
D. Canoy
Thomas Lukasiewicz
K. Rahimi
54
77
0
21 Jun 2021
BEHRT: Transformer for Electronic Health Records
Yikuan Li
Shishir Rao
J. R. A. Solares
A. Hassaine
D. Canoy
Yajie Zhu
K. Rahimi
G. Salimi-Khorshidi
OOD
85
458
0
22 Jul 2019
Attention Is All You Need
Ashish Vaswani
Noam M. Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan Gomez
Lukasz Kaiser
Illia Polosukhin
3DV
628
130,942
0
12 Jun 2017
XGBoost: A Scalable Tree Boosting System
Tianqi Chen
Carlos Guestrin
613
38,735
0
09 Mar 2016
Multi-layer Representation Learning for Medical Concepts
Edward Choi
M. T. Bahadori
Elizabeth Searles
Catherine Coffey
Jimeng Sun
SSL
AI4TS
44
506
0
17 Feb 2016
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