Research output per year
Research output per year
Personal profile
Research interests
Machine learning
Graphical models
Bayesian networks
Precision medicine
Precision agriculture
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Boaz Lerner 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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Early Detection of Pulmonary Embolism in a General Patient Population Immediately Upon Hospital Admission Using Machine Learning to Identify New, Unidentified Risk Factors: Model Development Study
Yehuda, O. B., Itelman, E., Vaisman, A., Segal, G. & Lerner, B., 1 Jan 2024, In: Journal of Medical Internet Research. 26, e48595.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Empowering Interpretable, Explainable Machine Learning Using Bayesian Network Classifiers
Lerner, B., 1 Jan 2023, Machine Learning for Data Science Handbook: Data Mining and Knowledge Discovery Handbook, Third Edition. Springer International Publishing, p. 111-142 32 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Medical concept embedding of real-valued electronic health records with application to inflammatory bowel disease
Mann, H., Bar Hillel, A., Lev-Tzion, R., Greenfeld, S., Kariv, R., Lederman, N., Matz, E., Dotan, I., Turner, D. & Lerner, B., 1 Nov 2023, In: Artificial Intelligence in Medicine. 145, 102684.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Predicting IBD years before diagnosis using routine blood tests
Lev-Zion, R., Dolev, A. S., Greenfeld, S., Kariv, R., Ledderman, N., Matz, E., Dotan, I., Kopylov, U., Turner, D. & Lerner, B., 2023, (Accepted/In press) 18th Congress of European Crohn's and Colitis Organisation (ECCO), Copenhagen, Denmark.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Predicting pediatric IBD years before diagnosis using routine blood tests
Lev-Zion, R., Dolev, A. S., Greenfeld, S., Kariv, R., Ledderman, N., Matz, E., Dotan, I., Kopylov, U., Turner, D. & Lerner, B., 2023, (Accepted/In press) ESPGHAN Congress in Vienna.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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SIGN: Statistical Inference Graphs Based on Probabilistic Network Activity Interpretation
Konforti, Y., Shpigler, A., Lerner, B. & Bar-Hillel, A., 1 Mar 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 3, p. 3783-3797 15 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Engaging patients in identifying risk factors for ALS
Raz, A., Malmqvist-Schneid, I., Carmi, E., Kedem, O. & Lerner, B., 1 Dec 2022, In: Social Science in Medicine - Qualitative Research in Health. 2, 7 p., 100179.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Levodopa responsiveness in Parkinson’s disease: harnessing real-life experience with machine-learning analysis
Djaldetti, R., Hadad, B., Reiner, J., Kharash, B. A. & Lerner, B., 1 Oct 2022, In: Journal of Neural Transmission. 129, 10, p. 1289-1297 9 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Lipid level alteration in human and cellular models of alpha synuclein mutations
Avisar, H., Guardia-Laguarta, C., Surface, M., Papagiannakis, N., Maniati, M., Antonellou, R., Papadimitriou, D., Koros, C., Athanassiadou, A., Przedborski, S., Lerner, B., Stefanis, L., Area-Gomez, E. & Alcalay, R. N., 1 Dec 2022, In: npj Parkinson's Disease. 8, 1, 52.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
Mapping of social functions in a smart city when considering sparse knowledge
Zinman, O. & Lerner, B., 28 May 2022, Ubiquitous and Pervasive Computing - New Trends and Opportunities. Rodrigo da Rosa, R. (ed.).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
Open Access
Press/Media
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New Findings from Ben-Gurion University of the Negev in the Area of Health and Medicine Described (Engaging patients in identifying risk factors for ALS)
12/12/22
1 item of Media coverage
Press/Media
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Yazamut360 Entrepreneurship Center Of Ben-Gurion University Launches Oazis Accelerator To Promote New Technologies Originating From The University
Lerner, B., Sofer, C., Shriki, O., El Sana, J., Elyasaf, A. & Sarusi, G.
14/09/20
20 items of Media coverage
Press/Media