Research output per year
Research output per year
Personal profile
Research interests
- Machine Learning
- Big Biomedical data
- Prediction models
- Population genetics
- Biomarkers
- Deep Learning
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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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Resternotomy Coronary Artery Bypass 1999-2018: Insights From The Society of Thoracic Surgeons Adult Cardiac Surgery Database
Rappoport, N., Aviel, G., Shahian, D. M., Korach, A., Carmi, S., Keaney, J. F. & Shapira, O. M., 1 Jan 2023, In: Annals of Thoracic Surgery. 115, 1, p. 62-71 10 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Comparison of Classification with Reject Option Approaches on MIMIC-IV Dataset.
Salillari, G. & Rappoport, N., 2022, Artificial Intelligence in Medicine - 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Proceedings. Michalowski, M., Abidi, S. S. R. & Abidi, S. (eds.). Springer Cham, p. 210-219 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13263 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Deviation of Physiological from Chronological Age Is Associated with Health
Peretz, L. & Rappoport, N., 2022, Challenges of Trustable AI and Added-Value on Health - Proceedings of MIE 2022. Seroussi, B., Weber, P., Dhombres, F., Grouin, C., Liebe, J-D., Liebe, J-D., Liebe, J-D., Pelayo, S., Pinna, A., Rance, B., Rance, B., Sacchi, L., Ugon, A., Ugon, A., Benis, A. & Gallos, P. (eds.). IOS Press BV, p. 224-228 5 p. (Studies in Health Technology and Informatics; vol. 294).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Identification of a pleiotropic effect of ADIPOQ on cardiac dysfunction and Alzheimer’s disease based on genetic evidence and health care records
Paik, H., Lee, J., Jeong, C. S., Park, J. S., Lee, J. H., Rappoport, N., Kim, Y., Sohn, H. Y., Jo, C., Kim, J. & Cho, S. B., 1 Dec 2022, In: Translational Psychiatry. 12, 1, 389.Research output: Contribution to journal › Article › peer-review
Open Access -
Improving Prediction Models’ Propriety in Intensive-Care Unit, by Enforcing an Advance Notice Period
Hermelin, T., Singer, P. & Rappoport, N., 2022, Artificial Intelligence in Medicine - 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Proceedings. Michalowski, M., Abidi, S. S. R. & Abidi, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 167-177 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13263 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Multi-Dimensional Laboratory Test Score as a Proxy for Health.
Ezra, B. H., Havaldar, S., Glicksberg, B. S. & Rappoport, N., 2022, Challenges of Trustable AI and Added-Value on Health - Proceedings of MIE 2022. Seroussi, B., Weber, P., Dhombres, F., Grouin, C., Liebe, J-D., Liebe, J-D., Liebe, J-D., Pelayo, S., Pinna, A., Rance, B., Rance, B., Sacchi, L., Ugon, A., Ugon, A., Benis, A. & Gallos, P. (eds.). IOS Press BV, p. 219-223 5 p. (Studies in Health Technology and Informatics; vol. 294).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Optimizing Operation Room Utilization—A Prediction Model
Abbou, B., Tal, O., Frenkel, G., Rubin, R. & Rappoport, N., 1 Sep 2022, In: Big Data and Cognitive Computing. 6, 3, 76.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
ProteinBERT: a universal deep-learning model of protein sequence and function
Brandes, N., Ofer, D., Peleg, Y., Rappoport, N. & Linial, M., 15 Apr 2022, In: Bioinformatics. 38, 8, p. 2102-2110 9 p.Research output: Contribution to journal › Article › peer-review
Open Access15 Scopus citations -
Revisiting the Risk Factors for Endometriosis: A Machine Learning Approach
Blass, I., Sahar, T., Shraibman, A., Ofer, D., Rappoport, N. & Linial, M., 1 Jul 2022, In: Journal of Personalized Medicine. 12, 7, 1114.Research output: Contribution to journal › Article › peer-review
Open Access -
Single-cell RNA-seq reveals cell type-specific molecular and genetic associations to lupus
Perez, R. K., Gordon, M. G., Subramaniam, M., Kim, M. C., Hartoularos, G. C., Targ, S., Sun, Y., Ogorodnikov, A., Bueno, R., Lu, A., Thompson, M., Rappoport, N., Dahl, A., Lanata, C. M., Matloubian, M., Maliskova, L., Kwek, S. S., Li, T., Slyper, M., Waldman, J., & 10 others, 8 Apr 2022, In: Science. 376, 6589, abf1970.Research output: Contribution to journal › Article › peer-review
27 Scopus citations
Equipment
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Big Biomedical data lab
Nadav Rappoport (PI)
Department of Software and Information Systems EngineeringEquipment/facility: lab