When Biology Meets Medicine: A Perspective on Foundation Models
Artificial intelligence, and foundation models in particular, are transforming life sciences and medicine. This perspective reviews biological and medical foundation models across scales, highlighting key challenges in data availability, model evaluation, and architectural design.
Kunying Niu +3 more
wiley +1 more source
Writing creativity, cohesion, and formal linguistic competence in LLMs: A comparative evaluation based on English and Chinese continuation writing. [PDF]
Zhang Y +5 more
europepmc +1 more source
AI‐Driven Cancer Multi‐Omics: A Review From the Data Pipeline Perspective
The exponential growth of cancer multi‐omics data brings opportunities and challenges for precision oncology. This review systematically examines AI's role in addressing these challenges, covering generative models, integration architectures, Explainable AI for clinical trust, clinical applications, and key directions for clinical translation.
Shilong Liu, Shunxiang Li, Kun Qian
wiley +1 more source
Lived experiences of primary caregivers supporting adolescents with non-suicidal self-injury: a qualitative systematic review protocol. [PDF]
He X, Yu Q, Peng J, Yang P, Yang B.
europepmc +1 more source
Artificial intelligence is redefining network pharmacology (NP). By integrating knowledge graph engineering, geometric deep learning, multiomics anchoring, and generative reasoning, AI‐driven NP (AI‐NP) transforms static target mapping into dynamic, predictive modeling.
Cong Wang +9 more
wiley +1 more source
Core acupoint selection strategies and multifactorial analysis for acute musculoskeletal pain. [PDF]
Fang Y +8 more
europepmc +1 more source
Machine learning serves as a central engine for the intelligent characterization of two‐dimensional materials by integrating multimodal techniques, including optical microscopy, spectroscopy, electron microscopy, and scanning probe microscopy (SPM). This unified framework enables automated, high‐throughput, and quantitative extraction of structural ...
Zhi‐Long Cao, Jia‐Xu Yan
wiley +1 more source
Accuracy of nanopore sequencing technology for rapid diagnosis of tuberculous mediastinal and hilar lymphadenopathy using endobronchial ultrasound-guided transbronchial needle aspiration specimens: protocol for a systematic review and meta-analysis. [PDF]
Yu G, Du K, Shen Y, Ling Y, Zhong F.
europepmc +1 more source
Fine-Tuning Large Language Models for Motivational Interviewing in Health Behavior Change: Development and Evaluation Study. [PDF]
Hu R +10 more
europepmc +1 more source
From "carbohydrate" to standardized Chinese terminology: historical evolution and implications for nutrition communication. [PDF]
Zeng S, Zhang H, Miao P.
europepmc +1 more source

