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Efrat Hexter
Efrat Hexter
Manager Multi modal AI for HCLS, IBM Research
Verified email at il.ibm.com
Title
Cited by
Cited by
Year
Multimodal prediction of five-year breast Cancer recurrence in women who receive Neoadjuvant chemotherapy
S Rabinovici-Cohen, XM Fernández, B Grandal Rejo, E Hexter, ...
Cancers 14 (16), 3848, 2022
222022
Decorated model architecture for efficient model-driven application development
B Halberstadt, E Hexter, Y Kossowsky, B Melamed, I Prager
US Patent 8,095,570, 2012
182012
Virtual biopsy by using artificial intelligence–based multimodal modeling of binational mammography data
V Barros, T Tlusty, E Barkan, E Hexter, D Gruen, M Guindy, M Rosen-Zvi
Radiology 306 (3), e220027, 2022
122022
FuseMedML: a framework for accelerated discovery in machine learning based biomedicine
A Golts, M Raboh, Y Shoshan, S Polaczek, S Rabinovici-Cohen, E Hexter
Journal of Open Source Software 8 (81), 4943, 2023
82023
Radiomics for predicting response to neoadjuvant chemotherapy treatment in breast cancer
S Rabinovici-Cohen, T Tlusty, A Abutbul, K Antila, X Fernandez, BG Rejo, ...
Medical imaging 2020: imaging informatics for healthcare, research, and …, 2020
82020
Self supervised contrastive learning on multiple breast modalities boosts classification performance
S Perek, M Amit, E Hexter
Predictive Intelligence in Medicine: 4th International Workshop, PRIME 2021 …, 2021
52021
From Pixels to Diagnosis: Algorithmic Analysis of Clinical Oral Photos for Early Detection of Oral Squamous Cell Carcinoma
S Rabinovici-Cohen, N Fridman, M Weinbaum, E Melul, E Hexter, ...
Cancers 16 (5), 1019, 2024
42024
A large dataset curation and benchmark for drug target interaction
A Golts, V Ratner, Y Shoshan, M Raboh, S Polaczek, M Ozery-Flato, ...
arXiv preprint arXiv:2401.17174, 2024
32024
Predictive and causal analysis of no-shows for medical exams during COVID-19: a case study of breast imaging in a nationwide Israeli health organization
M Ozery-Flato, O Pinchasov, M Dabush-Kasa, E Hexter, G Chodick, ...
AMIA Annual Symposium Proceedings 2021, 930, 2022
22022
Pre-biopsy multi-class classification of breast lesion pathology in mammograms
T Tlusty, M Ozery-Flato, V Barros, E Barkan, M Amit, D Gruen, M Guindy, ...
Machine Learning in Medical Imaging: 12th International Workshop, MLMI 2021 …, 2021
22021
Decorated model architecture for efficient model-driven application development
B Halberstadt, E Hexter, Y Kossowsky, B Melamed, I Prager
US Patent 8,307,015, 2012
22012
Classifying images using deep neural network with integrated acquisition information
D Levanony, E Hexter
US Patent 11,763,932, 2023
12023
Impact of the COVID-19 Pandemic on Clinical Findings in Medical Imaging Exams in a Nationwide Israeli Health Organization: Observational Study
M Ozery-Flato, L Ein-Dor, O Pinchasov, MD Kasa, E Hexter, G Chodick, ...
JMIR Formative Research 7 (1), e42930, 2023
12023
Annotating unlabeled data using classifier error rates
D Levanony, E Hexter
US Patent 11,526,700, 2022
12022
Training set enrichment with insignificantly-abnormal medical images
D Levanony, S Perek, E Hexter
US Patent 11,301,720, 2022
12022
A glimpse into the future: Disease progression simulation for breast cancer in mammograms
I Jubran, M Raboh, S Perek, D Gruen, E Hexter
Simulation and Synthesis in Medical Imaging: 6th International Workshop …, 2021
12021
Decorated model architecture for efficient model-driven application development
B Halberstadt, E Hexter, Y Kossowsky, B Melamed, I Prager
US Patent 8,635,253, 2014
12014
MAMMAL--Molecular Aligned Multi-Modal Architecture and Language
Y Shoshan, M Raboh, M Ozery-Flato, V Ratner, A Golts, JK Weber, ...
arXiv preprint arXiv:2410.22367, 2024
2024
Preoperative Kidney Tumor Risk Estimation from CT Imaging for Adjuvant Treatment Prediction
V Barros, N Abdallah, M Raboh, N Heller, S Rabinovici-Cohen, A Golts, ...
2023
Method for enriched training by using predicted features obtained from multiple models
S Rabinovici-Cohen, S Perek, TT Shapiro, E Hexter
US Patent App. 17/495,394, 2023
2023
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