Posts by Collection

Conferences

2022 - Machine Learning in Healthcare (MLHC) - PyDTS: A Python Package for Discrete-Time Survival Analysis with Competing Risks 2021 - 15th NATO Operations Research \& Analysis - COVID 19 data analysis and modeling - keynote
2021 - NATO webinar - Israel’s Best Practices in Enhancing Resilience – the Case of Covid-19
2020 - ICML HSYS (Spotlight) - Who should we test for COVID-19? A triage model from national symptom surveys
2020 - ICML HSYS - Rapid deployment of a nationwide symptoms survey - framework and applications
2020 - MICCAI - 3D convolutional sequence to sequence model for VCF identification in CT
2019 - X International Conference of the Georgian Mathematical Union - Buckling of columns with non-ideal boundary conditions

Portfolio item number 1

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Portfolio item number 2

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Data-driven COVID-19 response

Survival modeling, symptom surveillance, and population-level evidence for public-health decisions.

Personalized treatment effects with censored outcomes

MISTR: estimating heterogeneous treatment effects when survival outcomes are incompletely observed.

Hybrid mechanistic–data-driven models for personalized time-dependent intervention outcomes

Combining mechanistic knowledge and neural networks for robust prediction under time-dependent interventions.

Discrete-time survival analysis with competing events and PyDTS

Efficient discrete-time competing-risks regression and an open-source Python toolkit.

Detecting vertebral fractures in CT

A compact spine representation and 3D sequence model for vertebral compression fracture detection.

Talks

2021 - 15th NATO Operations Research \& Analysis - COVID 19 data analysis and modeling - keynote 2021 - NATO webinar - Israel’s Best Practices in Enhancing Resilience – the Case of Covid-19 2020 - ICML HSYS (Spotlight) - Who should we test for COVID-19? A triage model from national symptom surveys 2020 - ICML HSYS - Rapid deployment of a nationwide symptoms survey - framework and applications 2020 - MICCAI - 3D convolutional sequence to sequence model for VCF identification in CT 2019 - X International Conference of the Georgian Mathematical Union - Buckling of columns with non-ideal boundary conditions

Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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