Publications

Updated full list at google scholar

Publications

Updated full list at google scholar

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

Building an International Consortium for Tracking Coronavirus Health Status

Segal et. al.
Covid-19
[paper]
2020
Nature Medicine

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

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)

 

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

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

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

 

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

Nowcasting the spread of SARS-CoV-2

Hagai Rossman, Eran Segal
Covid-19
[paper]
2021
Nature Microbiology

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

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

 

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

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

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)

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

 

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

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

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

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)

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
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