Evaluating the Performance and Fragility of Large Language Models on the Self-Assessment for Neurological Surgeons
Year: 2025
Type: article
Language: en
Topic: Artificial Intelligence in Healthcare and Education
Authors and affiliations:
raw_author_name: Krithik Vishwanath
raw_affiliation_strings: Department of Aerospace Engineering and Engineering Mechanics, The University of Texas at Austin, Austin, Texas, USA;
Department of Mathematics, The University of Texas at Austin, Austin, Texas, USA;
Department of Neurological Surgery, NYU Langone Health, New York, New York, USA;
Department of Neurological Surgery, NYU Langone Health, New York, New York, USA
Department of Aerospace Engineering and Engineering Mechanics, The University of Texas at Austin, Austin, Texas, USA
raw_author_name: Anton Alyakin
raw_affiliation_strings: Department of Neurological Surgery, NYU Langone Health, New York, New York, USA;
Department of Neurosurgery, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA;
Department of Neurosurgery, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA
Department of Neurological Surgery, NYU Langone Health, New York, New York, USA
raw_author_name: Mrigayu Ghosh
raw_affiliation_strings: Department of Biomedical Engineering, The University of Texas at Austin, Austin, Texas, USA;
Department of Molecular Biosciences, The University of Texas at Austin, Austin, Texas, USA;
Department of Biomedical Engineering, The University of Texas at Austin, Austin, Texas, USA
raw_author_name: Jin Vivian Lee
raw_affiliation_strings: Department of Neurological Surgery, NYU Langone Health, New York, New York, USA;
Department of Neurosurgery, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA;
Global AI Frontier Lab, New York University, Brooklyn, USA;
Department of Neurosurgery, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA
Global AI Frontier Lab, New York University, Brooklyn, USA
Department of Neurological Surgery, NYU Langone Health, New York, New York, USA
raw_author_name: Daniel Alexander Alber
raw_affiliation_strings: Department of Neurological Surgery, NYU Langone Health, New York, New York, USA;
Department of Neurological Surgery, NYU Langone Health, New York, New York, USA
raw_author_name: Karl L. Sangwon
raw_affiliation_strings: Department of Neurological Surgery, NYU Langone Health, New York, New York, USA;
Department of Neurological Surgery, NYU Langone Health, New York, New York, USA
raw_author_name: Douglas Kondziolka
raw_affiliation_strings: Department of Neurological Surgery, NYU Langone Health, New York, New York, USA;
Department of Radiation Oncology, NYU Langone Health, New York, New York, USA;
Department of Neurological Surgery, NYU Langone Health, New York, New York, USA
Department of Radiation Oncology, NYU Langone Health, New York, New York, USA
raw_author_name: Eric Karl Oermann
raw_affiliation_strings: Center for Data Science, New York University, New York, New York, USA
Department of Neurological Surgery, NYU Langone Health, New York, New York, USA;
Department of Radiology, NYU Langone Health, New York, New York, USA;
Global AI Frontier Lab, New York University, Brooklyn, USA;
Department of Neurological Surgery, NYU Langone Health, New York, New York, USA
Global AI Frontier Lab, New York University, Brooklyn, USA
Department of Radiology, NYU Langone Health, New York, New York, USA