Results 201 to 210 of about 117,312 (259)

DRIVE‐SAFE: Data‐Driven Robustness and Informed Validation for Evolving Specifications via Formal Evaluation

Advanced Robotics Research, EarlyView.
DRIVE‐SAFE evaluates learning‐based, black‐box autonomous driving policies against evolving temporal safety requirements using Signal Temporal Logic robustness metrics. It aggregates distributional robustness measures with domain‐informed weights to guide iterative retraining.
Kristy Sakano, Jianyu An, Dinesh Manocha, Huan Xu   +3 more
wiley   +1 more source

Please document the nature of the medical emergency. [PDF]

BMJ Qual Saf
Gold JA.
europepmc   +1 more source

Deep Contrastive Learning for High‐Throughput Prediction of Drug Resistance Mutations from Sequences

Advanced Science, EarlyView.
This study presents DeepMutDTA, a deep learning framework aimed at predicting mutation‐induced changes in protein‐drug interactions and prioritizing variants potentially linked to drug resistance. Trained on large‐scale data, it incorporates SimSiam‐MuTF, a label‐aware contrastive fine‐tuning strategy that encourages separation between WT and MT ...
Xiaowen Hu, Pan Zhang, Shangqian Wu, Hao Sun, Minwei Li, Sophia Tsoka, Zizhang Sheng, Lei Deng   +7 more
wiley   +1 more source

Evidence, use cases, and implementation safeguards of large language models in primary care. [PDF]

Commun Med (Lond)
Christof M, Patel K, Zhou J, Armoundas AA.   +3 more
europepmc   +1 more source

Using natural language processing and machine learning to identify social needs in patient medical notes: model training with balanced versus real-world datasets. [PDF]

JAMIA Open
Kitchen C, Richards T, Ahumada LM, Gray GM, Zirikly A, Hatef E.   +5 more
europepmc   +1 more source

Artificial Intelligence-Based Detection of Colonic Angiodysplasia Can Improve Endoscopic Reporting Consistency. [PDF]

United European Gastroenterol J
Kafetzis I, Theile JS, Dimitriadis S, Albert J, Zoller W, Meining A, Hann A.   +6 more
europepmc   +1 more source

Knowledge-Augmented Large Language Model for Autonomous MODFLOW 6 Input File Generation. [PDF]

Ground Water
Krčmář D, Hodasová K, Zatlakovič M, Bahnová N.   +3 more
europepmc   +1 more source

Editorial: Advancing biostatistics and informatics applications in mental health research. [PDF]

Front Psychiatry
Zeng IS, Kessler R.
europepmc   +1 more source

Local Deployment of Open-Weight Language Models in Dermatology: Viewpoint on Privacy, Equity, and Practical Implementation. [PDF]

JMIR Dermatol
Nahm WJ, Yin ES, Milam EC, Weed JG.
europepmc   +1 more source