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Ehud Karavani
Ehud Karavani
Research Staff Member at IBM Research
Verified email at ibm.com
Title
Cited by
Cited by
Year
Predicting breast cancer by applying deep learning to linked health records and mammograms
A Akselrod-Ballin, M Chorev, Y Shoshan, A Spiro, A Hazan, R Melamed, ...
Radiology 292 (2), 331-342, 2019
1622019
Screening human embryos for polygenic traits has limited utility
E Karavani, O Zuk, D Zeevi, N Barzilai, NC Stefanis, A Hatzimanolis, ...
Cell 179 (6), 1424-1435. e8, 2019
1122019
Benchmarking framework for performance-evaluation of causal inference analysis
Y Shimoni, C Yanover, E Karavani, Y Goldschmnidt
arXiv preprint arXiv:1802.05046, 2018
462018
In vivo cleavage rules and target repertoire of RNase III in Escherichia coli
Y Altuvia, A Bar, N Reiss, E Karavani, L Argaman, H Margalit
Nucleic acids research 46 (19), 10380-10394, 2018
442018
An evaluation toolkit to guide model selection and cohort definition in causal inference
Y Shimoni, E Karavani, S Ravid, P Bak, TH Ng, SH Alford, D Meade, ...
arXiv preprint arXiv:1906.00442, 2019
352019
Causalvis: Visualizations for causal inference
G Guo, E Karavani, A Endert, BC Kwon
Proceedings of the 2023 CHI conference on human factors in computing systems …, 2023
122023
Improving Inverse Probability Weighting by Post-calibrating Its Propensity Scores
R Gutman, E Karavani, Y Shimoni
Epidemiology, 10.1097, 2024
5*2024
FairPRS: adjusting for admixed populations in polygenic risk scores using invariant risk minimization
D Machado Reyes, A Bose, E Karavani, L Parida
PACIFIC SYMPOSIUM ON BIOCOMPUTING 2023: Kohala Coast, Hawaii, USA, 3–7 …, 2023
3*2023
A discriminative approach for finding and characterizing positivity violations using decision trees
E Karavani, P Bak, Y Shimoni
arXiv preprint arXiv:1907.08127, 2019
32019
Comment: causal inference competitions: where should we aim?
E Karavani, T El-Hay, Y Shimoni, C Yanover
32019
Distributed anonymous scoring technique
Y Shimoni, E Karavani, S Ravid, MY Ninio, R Melamed
US Patent 11,563,576, 2023
12023
Detecting positivity violations in multidimensional data
P Bak, E Karavani, Y Shimoni
US Patent 11,354,297, 2022
12022
Hierarchical Bias-Driven Stratification for Interpretable Causal Effect Estimation
L Ter-Minassian, L Szlak, E Karavani, C Holmes, Y Shimoni
arXiv preprint arXiv:2401.17737, 2024
2024
Trends in clinical characteristics and associations of severe non-respiratory events related to SARS-CoV-2
T El-Hay, E Karavani, A Peretz, M Ninio, S Ravid, M Chorev, M Rosen-Zvi, ...
medRxiv, 2021.03. 24.21251900, 2021
2021
RW3 FRAMEWORK FOR RELIABLE VALUE ASSESSMENT OF TREATMENTS USING CAUSAL ANALYSIS OF OBSERVATIONAL DATA: SUPPORT MATCHING BIOLOGICAL THERAPY TO RHEUMATOID ARTHRITIS PATIENTS
Y Shimoni, S Ravid, P Bak, E Karavani, SH Alford, D Meade, ...
Value in Health 22, S389, 2019
2019
SA51THE LIMITS OF POLYGENIC EMBRYO SELECTION FOR COGNITIVE ABILITY
T Lencz, E Karavani, M Lam, N Barzilai, N Stefanis, A Hatzimanolis, ...
European Neuropsychopharmacology 29, S1215-S1216, 2019
2019
The Limits of Polygenic Embryo Selection for Cognitive Ability
T Lencz, E Karavani, M Lam, N Barzilai, N Stefanis, A Hatzimanolis, ...
NEUROPSYCHOPHARMACOLOGY 43, S319-S319, 2018
2018
Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan Africa
V Akinwande, M MacGregor, C Cintas, E Karavani, D Wei, K Varshney, ...
Single-Microglia Transcriptomic Transition Network-Based Prediction and Real-World Patient Data Validation Identifies Ketorolac as a Repurposable Drug for Alzheimer's Disease
J Xu, M Danziger, Z Wu, C Zang, Y Zhou, Y Hou, E Karavani, Y Shimoni, ...
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Articles 1–19