Publications

Publications as Lead Author

(Co - First authors are marked as *)

Heterogeneous Treatment Effect in Time-to-Event Outcomes: Harnessing Censored Data with Recursively Imputed Trees
Tomer Meir, Uri Shalit, Malka Gorfine
42nd International Conference on Machine Learning (ICML 2025) [ICML 2025] [preprint] [code]

Discrete-time Competing-Risks Regression with or without Penalization
Tomer Meir, Malka Gorfine
Biometrics 2025 [paper] [code]

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]]

Preprints Submitted for Pubication

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

Additional Publications

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]

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]

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]