Hagai Rossman
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(27)
Covid-19
(12)
EHRs
(5)
HPP
(9)
Methods
(2)
Publications
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From Glucose Patterns to Health Outcomes: A Generalizable Foundation Model for Continuous Glucose Monitor Data Analysis
Guy Lutsker, Gal Sapir, Anastasia Godneva, Smadar Shilo, Jerry R Greenfield, Dorit Samocha-Bonet, Shie Mannor, Eli Meirom, Gal Chechik, Hagai Rossman, Eran Segal
HPP
[paper]
2024
arxiv (preprint)
Continuous glucose monitoring and intrapersonal variability in fasting glucose
Smadar Shilo, Ayya Keshet, Hagai Rossman, Anastasia Godneva, Yeela Talmor-Barkan, Yaron Aviv, Eran Segal
HPP
[paper]
2024
Nature Medicine
COMPRER: A Multimodal Multi-Objective Pretraining Framework for Enhanced Medical Image Representation
Guy Lutsker, Hagai Rossman, Nastya Godneva, Eran Segal
HPP
Methods
[paper]
2024
medArxiv (preprint)
Unveiling Associations Between Retinal Microvascular Architecture and Phenotypes Across Thousands of Healthy Subjects
Michal Shapira, Smadar Shilo, Yeela Talmor-Barkan, Yaron Aviv, Yotam Reisner, Anastasia Godneva, Adina Weinberger, Alon Skaat, Anat Loewenstein, Eran Segal, Hagai Rossman
HPP
[paper]
2024
medArxiv (preprint)
CGMap: Characterizing continuous glucose monitor data in thousands of non-diabetic individuals
Ayya Keshet, Smadar Shilo, Anastasia Godneva, Yeela Talmor-Barkan, Yaron Aviv, Eran Segal, Hagai Rossman
HPP
[paper]
2023
Cell Metabolism
COVID-19 dynamics after a national immunization program in Israel
Hagai Rossman, Smadar Shilo, Tomer Meir, Malka Gorfine, Uri Shalit, Eran Segal
Covid-19
[paper] [press: Economist] [press: Financial times…
2021
Nature Medicine
Hospital load and increased COVID-19 related mortality in Israel
Hagai Rossman, Tomer Meir, Jonathan Somer, Smadar Shilo, Rom Gutman, Asaf Ben-Arie, Eran Segal, Uri Shalit, Malka Gorfine
Covid-19
[paper] [code] [press]
2021
Nature Communications
Prediction of Childhood obesity from nationwide health records
Hagai Rossman, Smadar Shilo, Shiri Hazan, Nitzan Artzi, Eran Hadar, Ran Balicer, Becca Feldman, Arnon Wiznitzer, Eran Segal
EHRs
[paper]
2021
Journal of Pediatrics
PyMSM: Python package for Competing Risks and Multi-State models for Survival Data
Hagai Rossman, Ayya Keshet, Malka Gorfine
Methods
[paper] [code]
2022
Journal of Open Source Software
Estimating the effect of cesarean delivery on long term childhood health across two countries
Ayya Keshet, Hagai Rossman, Smadar Shilo, Shiri Barbash-Hazan, Guy Amit, Maytal Bivas-Benita, Chen Yanover, Irena Girshovitz, Pinchas Akiva, Avi Ben-Haroush, Eran Hadar, Arnon Wiznitzer, Eran Segal
EHRs
[paper] [code]
2022
PLOS ONE
A framework for identifying regional outbreak and spread of COVID-19 from one-minute population-wide surveys
Hagai Rossman, Ayya Keshet, Smadar Shilo, Amir Gavrieli, Tal Bauman, Ori Cohen, Ran Balicer, Benjamin Geiger, Yuval Dor, Eran Segal
Covid-19
[paper]
2020
Nature Medicine
Prediction of gestational diabetes based on nationwide electronic health records
Nitzan Artzi, Smadar Shilo, Eran Hadar, Hagai Rossman, Shiri Hazan, Avi Ben-Haroush, Ran Balicer, Becca Feldman, Arnon Wiznitzer, Eran Segal
EHRs
[paper]
2020
Nature Medicine
Axes of a revolution: challenges and promises of big data in healthcare
Smadar Shilo, Hagai Rossman, Eran Segal
HPP
[paper]
2020
Nature Medicine
Genome-wide association studies and polygenic risk score phenome-wide association studies across complex phenotypes in the human phenotype project
Zachary Levine, Iris Kalka, Dmitry Kolobkov, Hagai Rossman, Anastasia Godneva, Smadar Shilo, Ayya Keshet, Daphna Weissglas-Volkov, Tal Shor, Alon Diament, Yeela Talmor-Barkan, Yaron Aviv, Tom Sharon, Adina Weinberger, Eran Segal
HPP
[paper]
2023
Med
A Multimodal Dataset of 21,412 Recorded Nights for Sleep and Respiratory Research
Alon Diament, Maria Gorodetski, Adam Jankelow, Ayya Keshet, Tal Shor, Daphna Weissglas-Volkov, Hagai Rossman, Eran Segal
HPP
[paper]
2023
arXiv (preprint)
Nowcasting the spread of SARS-CoV-2
Hagai Rossman, Eran Segal
Covid-19
[paper]
2021
Nature Microbiology
Head-to-head efficacy and safety of rivaroxaban, apixaban, and dabigatran in an observational nationwide targeted trial
Yeela Talmor-Barkan, Nancy-Sarah Yacovzada, Hagai Rossman, Guy Witberg, Iris Kalka, Ran Kornowski, Eran Segal
EHRs
[paper]
2022
European Heart Journal-Cardiovascular Pharmacotherapy
Longitudinal symptom dynamics of COVID-19 infection
Barak Mizrahi, Smadar Shilo, Hagai Rossman, Nir Kalkstein, Karni Marcus, Yael Barer, Ayya Keshet, Na’ama Shamir-Stein, Varda Shalev, Anat Ekka Zohar, Gabriel Chodick, Eran Segal
Covid-19
[paper] [blog]
2020
Nature Communications
Cohort profile: 10K - a large-scale prospective longitudinal study in Israel
Smadar Shilo, Noam Bar, Ayya Keshet, Yeela Talmor-Barkan, Hagai Rossman, Anastasia Godneva, Yaron Aviv, Yochai Edlitz, Lee Reicher, Dmitry Kolobkov, Bat Chen Wolf, Maya Lotan-Pompan, Kohava Levi, Ori Cohen, Hila Saranga, Adina Weinberger, Eran Segal
HPP
[paper]
2021
European Journal of Epidemiology
Building an International Consortium for Tracking Coronavirus Health Status
Segal et. al.
Covid-19
[paper]
2020
Nature Medicine
Signals of hope: Gauging the impact of a rapid national vaccination campaign
Smadar Shilo, Hagai Rossman, Eran Segal
Covid-19
[paper]
2021
Nature Reviews Immunology
A Prediction Model to Prioritize Individuals for a SARS-CoV-2 Test Built from National Symptom Surveys
Saar Shoer, Tal Karady, Ayya Keshet, Smadar Shilo, Hagai Rossman, Amir Gavrieli, Tomer Meir, Amit Lavon, Dmitry Kolobkov, Iris Kalka, Anastasia Godneva, Ori Cohen, Adam Kariv, Ori Hoch, Mushon Zer-Aviv, Noam Castel, Anat Ekka Zohar, Angela Irony, Benjamin Geiger, Dorit Hizi, Varda Shalev, Ran Balicer, Eran Segal
Covid-19
[paper]
2021
Med
The role of models in the covid-19 pandemic
David M. Steinberg, Ran D. Balicer, Yoav Benjamini, Hilla De-Leon, Doron Gazit, Hagai Rossman, Eli Sprecher
Covid-19
[paper]
2022
Israel Journal of Health Policy Research
Estimating Heritability of Glycaemic Response to Metformin using Nationwide Electronic Health Records and Population-Sized Pedigree
Iris Kalka, Amir Gavrieli, Smadar Shilo, Hagai Rossman, Nitzan Artzi, Nancy-Sarah Yacovzada, Eran Segal
EHRs
[paper]
2021
Communications medicine
Anosmia and other SARS-CoV-2 positive test-associated symptoms, across three national, digital surveillance platforms as the COVID-19 pandemic and response unfolded: an observation study
Sudre, Keshet, et. al.
Covid-19
[paper]
2021
Lancet Digital Health
Stress-related emotional and behavioural impact following the first COVID-19 outbreak peak
Asaf Benjamin, Yael Kuperman, Noa Eren, Ron Rotkopf, Maya Amitai, Hagai Rossman, Smadar Shilo, Tomer Meir, Ayya Keshet, Orit Nuttman-Shwartz, Eran Segal, Alon Chen
Covid-19
[paper]
2021
Molecular Psychiatry
The effect of a national lockdown in response to COVID-19 pandemic on the prevalence of clinical symptoms in the population
Ayya Keshet, Amir Gavrieli, Hagai Rossman, Smadar Shilo, Tomer Meir, Tal Karady, Amit Lavon, Dmitry Kolobkov, Iris Kalka, Saar Shoer, Anastasia Godneva, Ori Cohen, Adam Kariv, Ori Hoch, Mushon Zer-Aviv, Noam Castel, Anat Ekka Zohar, Angela Irony, Benjamin Geiger, Yuval Dor, Dorit Hizi, Ran Balicer, Varda Shalev, Eran Segal
Covid-19
[preprint]
2020
medArxiv (preprint)
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