Management of Adult Closed Head Injury in Rural Queensland Without Hospital-Based CT: A Retrospective Cohort Study. [PDF]
Maouris T, Clarke L, Dew J.
europepmc +1 more source
KRAS mutation demonstrated a prognostic impact according to primary tumor sidedness, independent of tumor morphology, in patients undergoing hepatectomy for colorectal liver metastases. A nomogram integrating biological and clinicopathological factors was developed to provide continuous biological risk assessment.
Yuzo Umeda +9 more
wiley +1 more source
Correction: The B7 family subgroup reflects tumor cell heterogeneity and patient post-operative prognosis in gallbladder cancer. [PDF]
Ma C +10 more
europepmc +1 more source
Current Standards of Monitoring Models in Healthcare Settings
AI/ML‐enabled medical devices are entering clinical practice faster than monitoring standards mature. This review highlights gaps in postmarket surveillance, limited use of predetermined change‐control plans, and the need for ongoing performance tracking, drift detection, explainability, and workflow‐aware governance to support safer, more reliable ...
Alan Kay +5 more
wiley +1 more source
Ultrasound Archiving in the Emergency Department: Implementation, Governance and 4-Year Outcomes at an Australian Tertiary Emergency Department. [PDF]
Manivel V +3 more
europepmc +1 more source
Large Language Model‐Based Chatbots in Higher Education
The use of large language models (LLMs) in higher education can facilitate personalized learning experiences, advance asynchronized learning, and support instructors, students, and researchers across diverse fields. The development of regulations and guidelines that address ethical and legal issues is essential to ensure safe and responsible adaptation
Defne Yigci +4 more
wiley +1 more source
An anatomical imposter in the left upper quadrant: Incidental beaver tail liver on chest computed tomography. [PDF]
Mirzaei S +4 more
europepmc +1 more source
A hybrid Reinforcement Learning–Explainable AI framework integrates SHAP and LIME explanations directly into a Deep Q‐Network inference loop for real‐time ICU decision support. Trained on 18 142 mechanically ventilated stays from the eICU database, the system attains 93.0% decision accuracy, 20% fewer errors than RL alone, and a 91% clinician trust ...
Jannatul Ferdaus Disha +2 more
wiley +1 more source
Simulation Training and Peripheral Angioplasty Learning: Protocol of a Quasi-Experimental Evaluative Cross-Sectional Study. [PDF]
Hammami R +12 more
europepmc +1 more source
Posterior mediastinal soft-tissue Rosai-Dorfman disease mimicking a neurogenic tumor. [PDF]
He Y, Li X, Huang J, Xiao Z.
europepmc +1 more source

