Search Results for author: Svetlana Bunimovich-Mendrazitsky

Found 5 papers, 1 papers with code

Predicting Postoperative Nausea And Vomiting Using Machine Learning: A Model Development and Validation Study

1 code implementation2 Dec 2023 Maxim Glebov, Teddy Lazebnik, Boris Orkin, Haim Berkenstadt, Svetlana Bunimovich-Mendrazitsky

Therefore, prognostic tools for the prediction of early and delayed PONV were developed in this study with the aim of achieving satisfactory predictive performance.

Clinical Knowledge Feature Importance

Investigation Toward The Economic Feasibility of Personalized Medicine For Healthcare Service Providers: The Case of Bladder Cancer

no code implementations15 Aug 2023 Elizaveta Savchenko, Svetlana Bunimovich-Mendrazitsky

In this already complex dynamics, the emergence of clinically promising personalized medicine based treatment aims to revolutionize medicine.

Decision Making

Mathematical Modeling of BCG-based Bladder Cancer Treatment Using Socio-Demographics

no code implementations26 Jul 2023 Elizaveta Savchenko, Ariel Rosenfeld, Svetlana Bunimovich-Mendrazitsky

In this study, we take advantage of the patient's socio-demographics to offer a personalized mathematical model that describes the clinical dynamics associated with BCG-based treatment.

Optimizing SMS Reminder Campaigns for Pre- and Post-Diagnosis Cancer Check-Ups using Socio-Demographics: An In-Silco Investigation Into Bladder Cancer

no code implementations4 May 2023 Elizaveta Savchenko, Ariel Rosenfeld, Svetlana Bunimovich-Mendrazitsky

In this work, we propose a novel framework, accompanied by a high-resolution computer simulation, to investigate and optimize socio-demographic-based SMS reminder campaigns for cancer check-ups.

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