Noémie Elhadad Explained
Noémie Elhadad is an American data scientist who is an associate professor of biomedical informatics at the Columbia University Vagelos College of Physicians and Surgeons. As of 2022, she serves as the chair of the Department of Biomedical Informatics. Her research considers machine learning in bioinformatics, natural language processing and medicine.
Early life and education
Elhadad studied computer software engineering at École nationale supérieure d'électronique, informatique, télécommunications, mathématique et mécanique de Bordeaux (ENSEIRB). She completed her doctoral research at Columbia University.[1] She was based in the Department of Computer Science, where she developed patient-focused text summaries of clinical literature.[2]
Research and career
Elhadad joined the faculty at the City College of New York. In 2007 she joined the Department of Biomedical Informatics at Columbia University. She was made Chair of the Health Analytics Center at the Columbia Data Science Institute in 2013.[3] Her research considers how clinical data, electronic health records and patient-generated data can enhance access to information for researchers, patients and physicians.[4] She developed an artificial intelligence tool that supported patients in the NewYork-Presbyterian Hospital.[5]
Elhadad is interested in using data to advance women's health.[6] She led the Citizen Endo Project that looks to comprehensively describe how patients experience endometriosis. It was built using principles of citizen science, using patient testimonials from focus groups in New York City and data aggregation.[7] She created the app, Phendo,[8] which asks patients about their experience of the disease.[9] The name Phendo is a portmanteau of phenotyping endometriosis.[10]
Elhadad was announced as chair of the Department of Biomedical Informatics in December 2022.[11] [12]
Selected publications
- Book: Caruana . Rich . Lou . Yin . Gehrke . Johannes . Koch . Paul . Sturm . Marc . Elhadad . Noemie . Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining . Intelligible Models for HealthCare . 2015-08-10 . http://dx.doi.org/10.1145/2783258.2788613 . 1721–1730 . New York, NY, USA . ACM . 10.1145/2783258.2788613. 9781450336642 . 14190268 .
- Shivade . Chaitanya . Raghavan . Preethi . Fosler-Lussier . Eric . Embi . Peter J . Elhadad . Noemie . Johnson . Stephen B . Lai . Albert M . March 2014 . A review of approaches to identifying patient phenotype cohorts using electronic health records . Journal of the American Medical Informatics Association . en . 21 . 2 . 221–230 . 10.1136/amiajnl-2013-001935 . 1067-5027 . 3932460 . 24201027.
Personal life
Elhadad suffers from endometriosis.[13]
Notes and References
- Web site: October 11, 2022 . Human-centered AI Approaches for Individualized Self-management Regimens . 2022-12-17 . www.nlm.nih.gov.
- Web site: Elhadad . Noémie . 2006 . User-sensitive text summarization : application to the medical domain . 2022-12-17 . WorldCat . en.
- Web site: Noémie Elhadad . 2022-12-17 . Columbia University Department of Systems Biology.
- Web site: Noemie Elhadad – OHDSI . dead . 2022-12-17 . Observational Health Data Sciences and Informatics . en-US . December 17, 2022 . https://web.archive.org/web/20221217212733/https://www.ohdsi.org/who-we-are/collaborators/noemie-elhadad/ .
- Web site: Albert Henry . Tanya . 2020-10-05 . 4 ways health care AI could help physicians' work . 2022-12-17 . American Medical Association . en.
- Web site: Elhadad . Noemie . September 8, 2021 . Predictive Modeling for Self-Tracking Apps: A Case Study in Menstrual Health . 2022-12-17 . Machine Learning in Medicine: A Virtual Seminar Series in Pittsburgh.
- Web site: 2018-05-10 . A Q&A With Noemie Elhadad About Her New Endometriosis Symptom-Tracking App, Phendo . 2022-12-17 . Endometriosis : Causes - Symptoms - Diagnosis - and Treatment . en.
- Web site: Holohan . Meghan . March 12, 2021 . 'I was dismissed. Called a liar': 4 women detail emotional toll of endometriosis . 2022-12-17 . TODAY.com . en.
- Web site: Palus . Shannon . 2019-09-17 . There's One Good Reason to Share Period App Data: Medical Research . 2022-12-17 . Slate Magazine . en.
- Web site: 2019-07-18 . CUIMC Celebrates 2019-20, Issue 1 . 2022-12-17 . Columbia University Irving Medical Center . en.
- Web site: December 8, 2022 . Noémie Elhadad Selected As Next DBMI Chair . 2022-12-17 . Columbia University Department of Biomedical Informatics . en-US.
- Web site: 2022-12-15 . CUIMC Update - December 14, 2022 . 2022-12-17 . Columbia University Irving Medical Center . en.
- Web site: Perez . Caroline Criado . Murderous menstrual blood . 2022-12-17 . Tortoise . en-GB.