Eyal Klang

Research interests

Publications

• Multi-model assurance analysis showing large language models are highly vulnerable to adversarial hallucination attacks during clinical decision support

  Communications Medicine · 2025 · 10.1038/s43856-025-01021-3

• Large Language Models and Empathy: Systematic Review

  Journal of Medical Internet Research · 2024 · 10.2196/52597

• Comparing ChatGPT and GPT-4 performance in USMLE soft skill assessments

  Scientific Reports · 2023 · https://doi.org/10.1038/s41598-023-43436-9

• Large language model (ChatGPT) as a support tool for breast tumor board

  npj Breast Cancer · 2023 · 10.1038/s41523-023-00557-8

• Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach

  JMIR Medical Informatics · 2021 · 10.2196/24207

• Severe Obesity as an Independent Risk Factor for COVID‐19 Mortality in Hospitalized Patients Younger than 50

  Obesity · 2020 · https://doi.org/10.1002/oby.22913

• Creating Artificial Images for Radiology Applications Using Generative Adversarial Networks (GANs) – A Systematic Review

  Academic Radiology · 2020 · 10.1016/j.acra.2019.12.024

• Deep learning for wireless capsule endoscopy: a systematic review and meta-analysis

  Gastrointestinal Endoscopy · 2020 · https://doi.org/10.1016/j.gie.2020.04.039

• Deep Learning for Natural Language Processing in Radiology—Fundamentals and a Systematic Review

  Journal of the American College of Radiology · 2020 · 10.1016/j.jacr.2019.12.026

• Convolutional Neural Networks for Radiologic Images: A Radiologist’s Guide

  Radiology · 2019 · https://doi.org/10.1148/radiol.2018180547

• Deep learning algorithms for automated detection of Crohn’s disease ulcers by video capsule endoscopy

  Gastrointestinal Endoscopy · 2019 · https://doi.org/10.1016/j.gie.2019.11.012

• Cross-modality synthesis from CT to PET using FCN and GAN networks for improved automated lesion detection

  Engineering Applications of Artificial Intelligence · 2018 · 10.1016/j.engappai.2018.11.013

• Synthetic data augmentation using GAN for improved liver lesion classification

  · 2018 · 10.1109/isbi.2018.8363576

• GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification

  Neurocomputing · 2018 · https://doi.org/10.1016/j.neucom.2018.09.013

• Fully Convolutional Network for Liver Segmentation and Lesions Detection

  Lecture notes in computer science · 2016 · 10.1007/978-3-319-46976-8_9

• A volcanic explosion of autoantibodies in systemic lupus erythematosus: A diversity of 180 different antibodies found in SLE patients

  Autoimmunity Reviews · 2014 · https://doi.org/10.1016/j.autrev.2014.10.003

Current projects

No projects listed.