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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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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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 Access1 Scopus citations -
Kineret: Israel’s Largest Hospital Network Transformed into the OMOP common data model for collaborative research
Rappoport, N., Livne, G., Cohen, N. P., Makover, N., Eshel-Geva, H., Kapach, H., Hadad, T., Alon, Y., Rubin, R., Chai, S., da Villa, S. & Hochman, O., 1 Oct 2025, In: PLOS ONE. 20, 10 October, e0334848.Research output: Contribution to journal › Article › peer-review
Open Access -
Reducing Total Fertilization Failure in In-Vitro Fertilization: A Prescriptive Analytics Framework for Controlled Ovarian Stimulation Protocol Recommendations
Shaharabani, S. S., Shavit, T. & Rappoport, N., 1 Jan 2025, Artificial Intelligence in Medicine - 23rd International Conference, AIME 2025, Proceedings. Bellazzi, R., Juarez Herrero, J. M., Sacchi, L. & Zupan, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 339-344 6 p. (Lecture Notes in Computer Science; vol. 15735 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Subpopulation-specific synthetic electronic health records can increase mortality prediction performance
Perets, O. & Rappoport, N., 1 Aug 2025, In: JAMIA Open. 8, 4, ooaf091.Research output: Contribution to journal › Article › peer-review
Open Access -
A machine learning-based prediction model for gout in hyperuricemics: a nationwide cohort study
Brikman, S., Serfaty, L., Abuhasira, R., Schlesinger, N., Bieber, A. & Rappoport, N., 1 Sep 2024, In: Rheumatology. 63, 9, p. 2411-2417 7 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
CPLLM: Clinical prediction with large language models
Ben Shoham, O. & Rappoport, N., 1 Dec 2024, In: PLOS Digital Health. 3, 12, e0000680.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
DSF-GAN: DownStream Feedback Generative Adversarial Network
Rappoport, N. & Perets, O., 27 Mar 2024, ICLR 2024 TinyPapers. ICLR, 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › 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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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 BGU's machine learning help diagnose patients, determine biological age? Public goes for medical tests at the drop of a hat, but the method often detects only results that deviate from the norm
Rappoport, N. & Ezra Gafniel, B. H.
6/10/22
1 item of Media coverage
Press/Media
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Can machine learning help diagnose patients, determine biological age?
Rappoport, N. & Ezra Gafniel, B. H.
3/10/22
1 item of Media coverage
Press/Media