Publications

Co - First authors are marked as *

COVID-19 dynamics after a national immunization program in Israel
Hagai Rossman, Smadar Shilo, Tomer Meir, Malka Gorfine, Uri Shalit, Eran Segal.
Nature Medicine 2021 [paper] [press: Economist] [press: Financial times]

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.
Nature Communications 2021 [paper] [code] [press]

3D Convolutional Sequence to Sequence Model for Vertebral Compression Fractures Identification in CT
David Chettrit *, Tomer Meir *, Hila Lebel, Mila Orlovsky, Ronen Gordon, Ayelet Akselrod-Ballin, Amir Bar.
MICCAI 2020 [paper]]

Building an International Consortium for Tracking Coronavirus Health Status
Segal et. al.
Nature Medicine 2020 [paper]

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.
Med 2020 [paper]

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.
Molecular Psychiatry 2021 [paper]

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.
Lancet Digital Health 2021 [paper]

Preprints

PyDTS: A Python Package for Discrete-Time Survival (Regularized) Regression with Competing Risks
Tomer Meir, Rom Gutman, Malka Gorfine [preprint] [Documentation] [Github]

Discrete-time Competing-Risks Regression with or without Penalization
Tomer Meir, Malka Gorfine [preprint]

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.
[preprint]

Conference & poster presentations

Israel’s Best Practices in Enhancing Resilience – the Case of Covid-19, North Atlantic Treaty Organization (NATO), Online Webinar, January 2021, Invited talk.

Covid 19 data analysis and modeling, 15th NATO Operations Research & Analysis, November 2021, Invited talk.

PyDTS: A Python Package for Discrete-Time Survival Analysis with Competing Risks, Machine Learning for Health Care (MLHC), North Carolina USA and Online, August 2022.

Discrete-time Competing-Risks Survival Analysis with or without Penalization, Israeli Statistics Association (ISA), Israel, June 2023.