引用次数
引用: 6,919
H-指数: 27
I10-指数 : 35
出版物: 77
A multivariate timeseries modeling approach to severity of illness assessment and forecasting in ICU with sparse, heterogeneous clinical data
Peter Szolovits , David A. Clifton , Marzyeh Ghassemi , Marco A. F. Pimentel
national conference on artificial intelligence 2015 446 -453
131
2015
Scaling the PhysioNet WFDB Toolbox for MATLAB and Octave
Tristan Naumann , Ikaro Silva
computing in cardiology conference 161 -164
2014
Unfolding physiological state: mortality modelling in intensive care units
Marzyeh Ghassemi , Tristan Josef Naumann , Finale Doshi-Velez , Nicole Brimmer
PMC
1
2014
Semi-Supervised Biomedical Translation With Cycle Wasserstein Regression GANs.
Nathan Hunt , Tom Yan , Matthew B. A. McDermott , Peter Szolovits
national conference on artificial intelligence 2363 -2370
28
2018
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks
Marzyeh Ghassemi , Michael C. Hughes , Tristan Naumann , Anna Goldenberg
Machine Learning for Healthcare Conference 381 -405
89
2019
What's in a Note? Unpacking Predictive Value in Clinical Note Representations.
Peter Szolovits , Tristan Naumann , Willie Boag , Dustin Doss
AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science 2017 26 -34
29
2018
A Review of Challenges and Opportunities in Machine Learning for Health.
Marzyeh Ghassemi , Rajesh Ranganath , Tristan Naumann , Andrew L Beam
AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science 2020 191 -200
155
2020
Cross-Language Aphasia Detection using Optimal Transport Domain Adaptation
Marzyeh Ghassemi , Tristan Naumann , Jekaterina Novikova , Matthew B. A. McDermott
Machine Learning for Health Workshop 202 -219
8
2019
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing.
Hoifung Poon , Jianfeng Gao , Tristan Naumann , Xiaodong Liu
arXiv: Computation and Language
602
2020
Clinical Collabsheets: 53 Questions to Guide a Clinical Collaboration.
Tristan Naumann , Lauren Erdman , William Boag , Shems Saleh
Machine Learning for Healthcare Conference 783 -812
3
2020
Trends and Focus of Machine Learning Applications for Health Research.
Brett Beaulieu-Jones , Samuel G. Finlayson , Corey Chivers , Irene Chen
JAMA Network Open 2 ( 10)
14
2019
Datathons and Software to Promote Reproducible Research
Leo Anthony Celi , Sharukh Lokhandwala , Robert Montgomery , Christopher Moses
Journal of Medical Internet Research 18 ( 8)
2
2016
Metadata Correction: Making Big Data Useful for Health Care: A Summary of the Inaugural MIT Critical Data Conference
Omar Badawi , Thomas Brennan , Leo Anthony Celi , Mengling Feng
JMIR Medical Informatics 3 ( 1) e6
1
2015
Publicly Available Clinical BERT Embeddings.
Emily Alsentzer , John Murphy , William Boag , Wei-Hung Weng
Proceedings of the 2nd Clinical Natural Language Processing Workshop 72 -78
1,172
2019
Practical guidance on artificial intelligence for health-care data.
Marzyeh Ghassemi , Tristan Naumann , Peter Schulam , Andrew L Beam
The Lancet. Digital health 1 ( 4)
27
2019
Predicting Clinical Outcomes Across Changing Electronic Health Record Systems
Jen J. Gong , Tristan Naumann , Peter Szolovits , John V. Guttag
knowledge discovery and data mining 1497 -1505
18
2017
A “datathon” model to support cross-disciplinary collaboration
Jerôme Aboab , Leo Anthony Celi , Peter Charlton , Mengling Feng
Science Translational Medicine 8 ( 333)
33
2016
Natural Language Processing for EHR-Based Computational Phenotyping
Zexian Zeng , Yu Deng , Xiaoyu Li , Tristan Naumann
IEEE/ACM Transactions on Computational Biology and Bioinformatics 16 ( 1) 139 -153
113
2019
Knowledge-rich self-supervision for biomedical entity linking
Sheng Zhang , Hao Cheng , Shikhar Vashishth , Cliff Wong
arXiv preprint arXiv:2112.07887
2
2021
Making the most of text semantics to improve biomedical vision--language processing
Benedikt Boecking , Naoto Usuyama , Shruthi Bannur , Daniel C Castro
Smpte Journal 1 -21
7
2022