Results 171 to 180 of about 40,713,079 (253)

Large Language Models in the Radiology Workflow: Current Applications, Challenges, and Future Perspectives. [PDF]

J Korean Soc Radiol
Suh PS, Shim WH, Heo H, Suh CH.
europepmc   +1 more source

A Unifying Approach to Self‐Organizing Systems Interacting via Conservation Laws

Advanced Intelligent Discovery, EarlyView.
The article develops a unified way to model and analyze self‐organizing systems whose interactions are constrained by conservation laws. It represents physical/biological/engineered networks as graphs and builds projection operators (from incidence/cycle structure) that enforce those constraints and decompose network variables into constrained versus ...
F. Barrows, G. Zhang, S. Anand, Z. Chen, J. Lin, A. Desai, S. Martiniani, F. Caravelli   +7 more
wiley   +1 more source

An open vision-language model for diverse medical applications. [PDF]

Nat Med
Sellergren A, Kazemzadeh S, Mahvar F, Kiraly A, Traverse M, Kohlberger T, Gao C, Jaroensri R, Xu S, Jamil F, Hughes C, Lau C, Chen J, Yatziv L, Chen T, Sterling B, Baby SA, Baby SM, Lai J, Schmidgall S, Yang L, Chen K, Bjornsson P, Reddy S, Brush R, Philbrick K, Sadjad B, Asiedu M, Mezerreg I, Hu H, Yang H, Tiwari R, Jansen S, Singh P, Kim Y, McDuff D, Kozlowski C, Sico R, Kamath A, Ferret J, Pathak S, Vieillard N, Merhej R, Perrin S, Matejovicova T, Ramé A, Riviere M, Rouillard L, Mesnard T, Cideron G, Grill JB, Ramos S, Yvinec E, Casbon M, Buchatskaya E, Alayrac JB, Lepikhin D, Feinberg V, Borgeaud S, Andreev A, Hardin C, Dadashi R, Hussenot L, Joulin A, Bachem O, Farabet C, Barral J, Warkentin T, Shlens J, Fleet D, Azizi S, Cotruta V, Sanseviero O, Martins G, Kirk P, Rao A, Matias Y, Chou K, Hassidim A, Webster D, Shetty S, Goel K, Liu Y, Kirmizibayrak C, Steiner DF, Pilgrim R, Golden D, Yang L.   +87 more
europepmc   +1 more source

Cell Segmentation Beyond 2D—A Review of the State‐of‐the‐Art

Advanced Intelligent Discovery, EarlyView.
Cell segmentation underpins many biological image analysis tasks, yet most deep learning methods remain limited to 2D despite the inherently 3D nature of cellular processes. This review surveys segmentation approaches beyond 2D, comparing 2.5D and fully 3D methods, analyzing 31 models and 32 volumetric datasets, and introducing a unified reference ...
Fabian Schmeisser, Haseeb Muhammad, Junaid Younas, Gillian Lovell, Bianca Migliori, Andreas Dengel, Sheraz Ahmed   +6 more
wiley   +1 more source

Scaling multimodal materials representation learning with synthetic narratives. [PDF]

Nat Commun
Park YJ, Kumaran M, Hsu CW, Olivetti E, Li J.   +4 more
europepmc   +1 more source

AI Powered Biobanks From Static Archives to Dynamic Discovery Engines

Advanced Intelligent Discovery, EarlyView.
Large language models (LLMs) provide a potential framework for transforming biobanks from static data repositories into intelligent discovery engines. By enabling unified representation and analysis of multimodal biomedical data, LLM‐based systems facilitate dynamic risk prediction, biomarker identification, and mechanistic interpretation, thereby ...
Wenzhen Yin, Yutian Feng, Wenrui Ma, Yuxin Su, Li Min, Juan Liu   +5 more
wiley   +1 more source

Robust multimodal emotion recognition under incomplete modalities via transformer conditional variational autoencoders. [PDF]

iScience
Wang S, Li J, Wu Z, Wang B, Wang Q.
europepmc   +1 more source

A Multimodal Intelligent System for Human Digital Twin Simulation with Continuous Kinematic Data Tracking, Biometric Prognosis, and Cognitive State Feedback in Industrial Environments

Advanced Intelligent Discovery, EarlyView.
This article implements a unified human digital twin framework that integrates cutting edge actuation, sensing, simulation, and bidirectional feedback capability. The approach includes integrating multimodal sensing, AI, and biomechanical simulation into one compact system.
Tajbeed Ahmed Chowdhury, Sebastian Gratz‐Kelly, Eric Wagner, Paul Motzki, Martina Lehser   +4 more
wiley   +1 more source

A Prompt-Guided and Quality-Aware Robust Text-Audio Intent Recognition Framework for Elderly Care. [PDF]

Sensors (Basel)
Wei Z, Tian S, Wang Y, Wang Y, Zhou X, Li J.   +5 more
europepmc   +1 more source

An Autonomous Large Language Model‐Agent Framework for Transparent and Local Time Series Forecasting

Advanced Intelligent Discovery, EarlyView.
Architecture of the proposed large language model (LLM)‐based agent framework for autonomous time series forecasting in thermal power generation systems. The framework operates through a vertical pipeline initiated by natural language queries from users, which are processed by the LLM Agent Core powered by Llama.cpp and a ReAct loop with persistent ...
William Gouvêa Buratto, Gabriel Villarrubia Gonzalez, Ademir Nied, Laio Oriel Seman, Anne Carolina Rodrigues Klaar, Stefano Frizzo Stefenon   +5 more
wiley   +1 more source