Shelly Soffer

A Gradient Boosting Machine Learning Model for Predicting Early Mortality in the Emergency Department Triage: Devising a Nine-Point Triage Score

2019 · 122 Zit. · Journal of General Internal Medicine

Deep learning visual analysis in laparoscopic surgery: a systematic review and diagnostic test accuracy meta-analysis

2021 · 117 Zit. · Surgical Endoscopy

Applications of large language models in psychiatry: a systematic review

2024 · 55 Zit. · Frontiers in Psychiatry

Adversarial attacks in radiology – A systematic review

2023 · 39 Zit. · European Journal of Radiology

Predicting In-Hospital Mortality at Admission to the Medical Ward: A Big-Data Machine Learning Model

2020 · 36 Zit. · The American Journal of Medicine

Comparison of deep learning models for natural language processing-based classification of non-English head CT reports

2020 · 27 Zit. · Neuroradiology

BERT for the Processing of Radiological Reports: An Attention-based Natural Language Processing Algorithm

2021 · 15 Zit. · Academic Radiology

Exploring the role of Large Language Models in haematology: A focused review of applications, benefits and limitations

2024 · 12 Zit. · British Journal of Haematology

Visual-textual integration in LLMs for medical diagnosis: A preliminary quantitative analysis

2024 · 10 Zit. · Computational and Structural Biotechnology Journal

Alerting on mortality among patients discharged from the emergency department: a machine learning model

2020 · 9 Zit. · Postgraduate Medical Journal

Pitfalls of large language models in medical ethics reasoning

2025 · 7 Zit. · npj Digital Medicine

Applications of Large Language Models in Psychiatry: A Systematic Review

2024 · 7 Zit. · medRxiv

Leveraging Large Language Models in Gynecologic Oncology: A Systematic Review of Current Applications and Challenges

2024 · 7 Zit. · medRxiv

AI in radiology: is it the time for randomized controlled trials?

2023 · 7 Zit. · European Radiology

Exploring the role of Large Language Models (LLMs) in hematology: a systematic review of applications, benefits, and limitations

2024 · 5 Zit. · medRxiv