Sotabase

Career

· Chair of the Health Analytics Center, Columbia University Data Science Institute2013–2016
· Associate Professor and Chair of Biomedical Informatics, Columbia University Vagelos College of Physicians and Surgeons2007–
· Assistant Professor in Computer Science, The City College of New York2006–2007
· PhD in Computer Science, Columbia University2000–2006
· Computer Software Engineering, ENSEIRB-MATMECA

Publications (64)

Characterizing physiological and symptomatic variation in menstrual cycles using self-tracked mobile-health data
npj Digital Medicine · 2019
81
cited
Detecting Social and Behavioral Determinants of Health with Structured and Free-Text Clinical Data
Applied Clinical Informatics · 2020
76
cited
Aspiring to Unintended Consequences of Natural Language Processing: A Review of Recent Developments in Clinical and Consumer-Generated Text Processing
Yearbook of Medical Informatics · 2016
58
cited
Clinician involvement in research on machine learning-based predictive clinical decision support for the hospital setting: A scoping review
J. Am. Medical Informatics Assoc. · 2020
57
cited
Deep‐learning approaches to identify critically Ill patients at emergency department triage using limited information
medRxiv · 2020
44
cited
The messiness of the menstruator: assessing personas and functionalities of menstrual tracking apps
J. Am. Medical Informatics Assoc. · 2021
41
cited
Learning endometriosis phenotypes from patient-generated data
npj Digital Medicine · 2020
38
cited
Predicting delayed cerebral ischemia after subarachnoid hemorrhage using physiological time series data
Journal of clinical monitoring and computing · 2019
29
cited
Machine learning to extract communication and history‐taking skills in OSCE transcripts
Medical Education · 2020
26
cited
Race and Ethnicity and Primary Language in Emergency Department Triage
JAMA Network Open · 2023
25
cited
A predictive model for next cycle start date that accounts for adherence in menstrual self-tracking
J. Am. Medical Informatics Assoc. · 2021
24
cited
Associations between physical exercise patterns and pain symptoms in individuals with endometriosis: a cross-sectional mHealth-based investigation
BMJ Open · 2022
20
cited
Development and validation of prediction models for mechanical ventilation, renal replacement therapy, and readmission in COVID-19 patients
J. Am. Medical Informatics Assoc. · 2021
20
cited
Divided We Stand
Proc. ACM Hum. Comput. Interact. · 2021
19
cited
Association of Race and Ethnicity With Triage Emergency Severity Index Scores and Total Visit Work Relative Value Units for Emergency Department Patients
JAMA Network Open · 2022
16
cited
A mixed methods study evaluating acceptability of a daily COVID-19 testing regimen with a mobile-app connected, at-home, rapid antigen test: Implications for current and future pandemics
medRxiv · 2022
15
cited
Augmenting the Clinical Data Sources for Enigmatic Diseases: A Cross-Sectional Study of Self-Tracking Data and Clinical Documentation in Endometriosis
Applied Clinical Informatics · 2020
15
cited
Clinically relevant pretraining is all you need
J. Am. Medical Informatics Assoc. · 2021
12
cited
Machine Learning and Visualization in Clinical Decision Support: Current State and Future Directions
arXiv.org · 2019
12
cited
A Generative Modeling Approach to Calibrated Predictions: A Use Case on Menstrual Cycle Length Prediction
Machine Learning in Health Care · 2021
11
cited
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Noé​mie Elhadad | Researcher Profile | Sotabase | Sotabase