Results 291 to 300 of about 3,572,323 (356)

Retrieval augmented generation for large language models in healthcare: A systematic review. [PDF]

PLOS Digit Health
Amugongo LM, Mascheroni P, Brooks S, Doering S, Seidel J.   +4 more
europepmc   +1 more source

A Proactive Agent Collaborative Framework for Zero‐Shot Multimodal Medical Reasoning

Advanced Intelligent Systems, EarlyView.
This work proposes a multimodal medical collaborative reasoning framework, which imitates clinician's working patterns of comparative analysis. The framework includes a cohort of domain‐expert models, and an large language model learner agent to generate inquiries and interact with these experts to gather the essential information, and integrate the ...
Zishan Gu, Fenglin Liu, Jiayuan Chen, Changchang Yin, Ping Zhang   +4 more
wiley   +1 more source

AskBeacon-performing genomic data exchange and analytics with natural language. [PDF]

Bioinformatics
Wickramarachchi A, Tonni S, Majumdar S, Karimi S, Kõks S, Hosking B, Rambla J, Twine NA, Jain Y, Bauer DC.   +9 more
europepmc   +1 more source

Assessing Large Multimodal Models for One‐Shot Learning and Interpretability in Biomedical Image Classification

Advanced Intelligent Systems, EarlyView.
Image classification plays a pivotal role in biomedical image analysis. Herein, it is shown that large multimodal models, such as GPT‐4, achieve superior performance in one‐shot learning, generalization, interpretability, and text‐driven image classification. Applications span tissue, cell type, cellular state, and disease classification, outperforming
Wenpin Hou, Qi Liu, Huifang Ma, Yilong Qu, Zhicheng Ji   +4 more
wiley   +1 more source

ExSPIN: Explicit Feedback-Based Self-Play Fine-Tuning for Text-to-SQL Parsing. [PDF]

Entropy (Basel)
Yan L, Su J, Liu C, Duan S, Zhang Y, Li J, Han P, Liu Y.   +7 more
europepmc   +1 more source

Nanomechanical Systems for Reservoir Computing Applications

Advanced Intelligent Systems, EarlyView.
Nanoelectromechanical systems (NEMS) are known for their strong nonlinear response, which can be conducive for reservoir computing. In this work, the authors build an NEMS‐based reservoir and investigate the classification accuracy as a function of drive levels and operation points.
Enise Kartal, Yunus Selcuk, Humayun Ahmed, Batuhan E. Kaynak, M. Taha Yildiz, Ramazan Tufan Erdogan, Cenk Yanik, Mehmet Selim Hanay   +7 more
wiley   +1 more source

MHNfs: Prompting In-Context Bioactivity Predictions for Low-Data Drug Discovery. [PDF]

J Chem Inf Model
Schimunek J, Luukkonen S, Klambauer G.
europepmc   +1 more source

MetaboT: An LLM-based Multi-Agent Framework for Interactive Analysis of Mass Spectrometry Metabolomics Knowledge

Madina Bekbergenova, Pradi L, Navet B, Tysinger E, Michel F, Feraud M, Taghzouti Y, Chen YZ, Kirchhoffer O, Mehl F, Legrand M, Jiang T, Pagni M, Hassoun S, Wolfender J, Bittremieux W, Gandon F, Nothias L.   +17 more
europepmc   +1 more source

Evaluating the effectiveness of prompt engineering for knowledge graph question answering. [PDF]

Front Artif Intell
Kosten C, Nooralahzadeh F, Stockinger K.
europepmc   +1 more source