Impact of the COVID-19 Pandemic on Clinical Findings in Medical Imaging Exams in a Nationwide Israeli Health Organization: Observational Study
- Michal Ozery-Flato
- Liat Ein-Dor
- et al.
- 2023
- JMIR Formative Research
Bio
Dr. Michal Ozery-Flato is a research staff member in the AI for Accelerated HC&LS Discovery department in IBM Research-Israel. Since she joined IBM Research in 2009, Michal led various clinical data analysis projects in different disease areas and developed several machine learning and causal AI tools for large-scale biomedical data. Michal holds a BSc in Mathematics and Computer Science, and MSc and PhD in Computer Science, all from Tel Aviv University, Israel.
Publications
A causal inference approach for estimating effects of non-pharmaceutical interventions
- Vesna Resende Barros
- Itay Manes
- et al.
- 2022
- PLoS ONE
Artificial Intelligence for Reducing Workload in Breast Cancer Screening with Digital Breast Tomosynthesis
- Yoel Shoshan
- Ran Bakalo
- et al.
- 2022
- Radiology
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
- Michal Ozery-Flato
- Ora Pinchasov
- et al.
- 2021
- AMIA Annual Symposium 2021
Pre-biopsy multi-class classification of breast lesion pathology in mammograms
- Tal Tlusty
- Michal Ozery-Flato
- et al.
- 2021
- MLMI 2021
Framework for identifying drug repurposing candidates from observational healthcare data
- Michal Ozery-Flato
- Yaara Goldschmidt
- et al.
- 2020
- JAMIA Open
Improving the Performance and Explainability of Mammogram Classifiers with Local Annotations
- Lior Ness
- Ella Barkan
- et al.
- 2020
- MICCAI 2020
Fast and Efficient Feature Engineering for Multi-Cohort Analysis of EHR Data
- Michal Ozery-Flato
- Chen Yanover
- et al.
- 2017
- Stud. Health Technol. Informatics
Patents
Graphical User Interface Based Feature Extraction Application For Machine Learning And Cognitive Models
- 31 Jan 2022
- US
- 11237713
Modular Memoization, Tracking And Train-data Management Of Feature Extraction
- 24 Feb 2020
- US
- 10572822
Usage Of Quantitative Information Gain To Support Decisions In Sequential Clinical Risk Assessment Examinations
- 16 Nov 2015
- US
- 9189764
Top collaborators
MR
Michal Rosen-Zvi
Director, AI for Healthcare and Life Sciences
EH
Efrat Hexter
STSM, Manager, AI for HCLS
VR
CC
Celia Cintas
Staff Research Scientist