Research output per year
Research output per year
Personal profile
Research interests
- Machine Learning
- Big Biomedical data
- Prediction models
- Population genetics
- Biomarkers
- Deep Learning
Research interests
Electronic Health Records
Research interests
Large Language Models (LLMs)
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Dive into the research topics where Nadav Rappoport is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Context-specific genetic effects inform endotypes and treatment in asthma
Dahl, A., Sajuthi, S., Rappaport, N., Galanter, J., Gignoux, C., Burchard, E., Seibold, M. & Zaitlen, N., 1 Jul 2026, In: Journal of Allergy and Clinical Immunology. 158, 1, p. 91-103 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Detecting nursing students' empathy in video-recorded simulation using computer vision approach
Nissan, S., Lahan, T., Fire, M., Rappoport, N., Cohen, O. & Avraham, R., 1 Jan 2026, In: Clinical Simulation in Nursing. 110, 101876.Research output: Contribution to journal › Article › peer-review
Open Access -
Neurodevelopmental treatment needs after severe acute respiratory syndrome coronavirus 2 infection in young children: A cohort study
Michael, D., Matan, L., Tal, P. & Nadav, R., 1 Apr 2026, In: Journal of International Medical Research. 54, 4Research output: Contribution to journal › Article › peer-review
Open Access -
The association between diabetes mellitus control and advanced anti-rheumatic treatment, among rheumatoid arthritis patients: A nation-wide based, retrospective, cohort study
Perets, O., Bieber, A., Brikman, S., Ayalon, S., Assalia, M., Atzeni, F., Rappoport, N. & Naffaa, M. E., 1 Dec 2026, In: Joint Bone Spine. 93, 6, 106110.Research output: Contribution to journal › Article › peer-review
Open Access -
Advancing causal inference in medicine using biobank data
Kaufman, H., Rappoport, N., Gilad, A. & Linial, M., 1 Nov 2025, In: Journal of Biomedical Informatics. 171, 104903.Research output: Contribution to journal › Review article › peer-review
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Calibration and Discrimination Optimization Using Clusters of Learned Representation
Lavi, T., Shapira, B. & Rappoport, N., 22 Oct 2025, arXiv, 20 p.Research output: Working paper/Preprint › Preprint
Open Access -
Changes in use and utilisation patterns of drugs with reported shortages between 2010 and 2024 in Europe and North America: a network cohort study
Drug Shortages EHDEN Study Group, 1 Oct 2025, In: The Lancet Public Health. 10, 10, p. e835-e847Research output: Contribution to journal › Article › peer-review
Open Access -
CUPCase: Clinically Uncommon Patient Cases and Diagnoses Dataset
Perets, O., Shoham, O. B., Grinberg, N. & Rappoport, N., 11 Apr 2025, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 27 ed. Association for the Advancement of Artificial Intelligence, p. 28293-28301 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 27).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Incidence of gout diagnosis among participants with hyperuricemia, insights from a nationwide cohort study
Brikman, S., Perets, O., Serfaty, L., Abuhasira, R., Schlesinger, N., Ayalon, S., Bieber, A. & Rappoport, N., 1 Oct 2025, In: Seminars in Arthritis and Rheumatism. 74, 152764.Research output: Contribution to journal › Article › peer-review
Open Access -
Inherent Bias in Electronic Health Records: A Scoping Review of Sources of Bias
Perets, O., Stagno, E., Ben-Yehuda, E., McNichol, M., Celi, L. A., Rappoport, N. & Dorotic, M., 5 Aug 2025, In: ACM Transactions on Intelligent Systems and Technology.Research output: Contribution to journal › Article › peer-review
Open Access
Thesis
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Gaining functional and quantitative knowledge on genes and molecular machines using a computational approach
Rappoport, N. (Author), Linial, M. (Supervisor), 2015Student thesis: Doctoral Thesis
Press/Media
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Study Findings from Ben-Gurion University of the Negev Broaden Understanding of Mathematics (Detecting Nursing Students' Empathy In Video-recorded Simulation Using Computer Vision Approach)
Cohen, O., Rappoport, N., Fire, M., Avraham, R. & Lahan, T.
21/01/26
1 item of Media coverage
Press/Media
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האם ChatGPT מבין מידע רפואי מורכב - ויכול להגיע למסקנות לטיפול נכון?
Rappoport, N. & Ben Shoham, O.
1/12/24
1 Media contribution
Press/Media
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Can machine learning help diagnose patients, determine biological age?
3/10/22
1 item of Media coverage
Press/Media