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Esma Herzel
Publications - 6
Citations - 308
Esma Herzel is an academic researcher. The author has contributed to research in topics: Medicine & Mammography. The author has an hindex of 2, co-authored 3 publications receiving 50 citations.
Papers
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Journal ArticleDOI
Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Naturally Acquired Immunity versus Vaccine-induced Immunity, Reinfections versus Breakthrough Infections: A Retrospective Cohort Study
Sivan Gazit,Roei Shlezinger,G. Perez,Roni Lotan,Asaf Peretz,Amir Ben-Tov,Esma Herzel,Hillel Alapi,Dani Cohen,Khitam Muhsen,Gabriel Chodick,Tal Patalon +11 more
TL;DR: Naturally acquired immunity confers stronger protection against infection and symptomatic disease caused by the Delta variant of SARS-CoV-2, compared to the BNT162b2 2-dose vaccine-indued immunity.
Journal ArticleDOI
Predicting Breast Cancer by Applying Deep Learning to Linked Health Records and Mammograms.
Ayelet Akselrod-Ballin,Michal Chorev,Yoel Shoshan,Adam Spiro,Alon Hazan,Roie Melamed,Ella Barkan,Esma Herzel,Shaked Naor,Ehud Karavani,Gideon Koren,Yaara Goldschmidt,Varda Shalev,Michal Rosen-Zvi,Michal Guindy +14 more
TL;DR: The algorithm, which combined machine-learning and deep-learning approaches, can be applied to assess breast cancer at a level comparable to radiologists and has the potential to substantially reduce missed diagnoses of breast cancer.
Journal ArticleDOI
Minimizing treatment-induced emergence of antibiotic resistance in bacterial infections
Mathew Stracy,Olga Snitser,Idan Yelin,Yara Amer,Miriam Parizade,Rachel Katz,Galit Rimler,Tamar Wolf,Esma Herzel,Gideon Koren,Jacob Kuint,Betsy Foxman,Gabriel Chodick,Varda Shalev,Roy Kishony +14 more
TL;DR: It is found that treatment-induced emergence of resistance could be predicted and minimized at the individual-patient level and machine learning–personalized antibiotic recommendations were developed, offering a means to reduce the emergence and spread of resistant pathogens.
Journal ArticleDOI
The Incidence of SARS-CoV-2 Reinfection in Persons With Naturally Acquired Immunity With and Without Subsequent Receipt of a Single Dose of BNT162b2 Vaccine
Sivan Gazit,Roei Shlezinger,G. Perez,Roni Lotan,Asaf Peretz,Amir Ben-Tov,Esma Herzel,Hillel Alapi,Dani Cohen,Khitam Muhsen,Gabriel Chodick,Tal Patalon +11 more
TL;DR: Using a national database in Israel, the incidence rates of SARS-CoV-2 reinfection in persons who were previously infected with SARS, but did not receive subsequent vaccination were compared with those who received a single dose of the BNT162b2 messenger RNA vaccine.
Book ChapterDOI
The Case of Missed Cancers: Applying AI as a Radiologist’s Safety Net
Michal Chorev,Yoel Shoshan,Ayelet Akselrod-Ballin,Adam Spiro,Shaked Naor,Alon Hazan,Vesna Resende Barros,Iuliana Weinstein,Esma Herzel,Varda Shalev,Michal Guindy,Michal Rosen-Zvi +11 more
TL;DR: It is found that most of the cancers detected by the AI were visible post-hoc, and the AI safety net was able to assist 3 out of the 5 radiologists in detecting missed cancers without raising any false alerts.