Screening Routine Clinical Notes for Epilepsy Surgery Candidates Using Large Language Models
ABSTRACT Objective Epilepsy surgery is severely underutilized despite proven efficacy, with substantial under‐referral of eligible patients in routine clinical practice. This study evaluated the potential role of large language models (LLMs) as decision‐support tools for screening unstructured clinical notes to identify epilepsy surgery candidates and ...
Uriel Fennig +9 more
wiley +1 more source
Three-dimensional Patient-specific Quality Assurance Using Beam Delivery Log Data for Pencil Beam Scanning Carbon-ion Radiotherapy. [PDF]
Takashina M +6 more
europepmc +1 more source
Impact of Reference Selection on Gamma Analysis in Patient-Specific Quality Assurance for Monte Carlo-Based Treatment Planning Systems. [PDF]
M P AK, M UM.
europepmc +1 more source
Applications of artificial intelligence for machine- and patient-specific quality assurance in radiation therapy: current status and future directions. [PDF]
Ono T +5 more
europepmc +1 more source
A comparison of three-film analysis software for stereotactic radiotherapy patient-specific quality assurance. [PDF]
Buddhavarapu A.
europepmc +1 more source
Technical note: A simple method for patient-specific quality assurance for lateral targets on a 1.5 T MR-Linac. [PDF]
Ferris WS +3 more
europepmc +1 more source
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Patient-specific Quality Assurance Failure Prediction with Deep Tabular Models
Biomedical Physics & Engineering Express, 2022Abstract Background Patient-specific quality assurance (PSQA) is part of the standard practice to ensure that a patient receives the dose from intensity-modulated radiotherapy (IMRT) beams as planned in the treatment planning system (TPS).
R. Levin, A. Y. Aravkin, M. Kim
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ROC analysis in patient specific quality assurance
Medical Physics, 2013Purpose:This work investigates the use of receiver operating characteristic (ROC) methods in patient specific IMRT quality assurance (QA) in order to determine unbiased methods to set threshold criteria forγ‐distance to agreement measurements.Methods:A group of 17 prostate plans was delivered as planned while a second group of 17 prostate plans was ...
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