Results 171 to 180 of about 1,188,128 (300)

Care pathways in informal and popular health subsystems in the experience of people living with HIV, Rio de Janeiro, Brazil, between 2021 and 2022. [PDF]

Arch Public Health
Silva DO, Silvério RFL, Dos Santos AM, de Almeida PF.   +3 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

Epidemiology of Pediatric Lower-Extremity Injuries in the 5 Most Popular US Sports: A 10-Year Analysis of National Injury Data (2015-2024). [PDF]

Orthop J Sports Med
Wong L, Huang JJ, Alasadi Y, Jain C, Shatkin M, Ranade SC.   +5 more
europepmc   +1 more source

Harnessing Machine Learning to Understand and Design Disordered Solids

Advanced Intelligent Discovery, EarlyView.
This review maps the dynamic evolution of machine learning in disordered solids, from structural representations to generative modeling. It explores how deep learning and model explainability transform property prediction into profound physical insight.
Muchen Wang, Yue Fan
wiley   +1 more source

When Biology Meets Medicine: A Perspective on Foundation Models

Advanced Intelligent Discovery, EarlyView.
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, Yuxing Wang, Limin Zou, Jing Huang   +3 more
wiley   +1 more source

Colonoscopy in Comedy and the Arts. [PDF]

Am J Med Open
Raufman JP, Gupta E, Baek D.
europepmc   +1 more source

A Robust Deep Temporal Causal Discovery Platform for Single‐Cell Gene Regulatory Network Reconstruction

Advanced Intelligent Discovery, EarlyView.
scTIGER2.0 is a deep‐learning framework that infers gene regulatory networks from single‐cell RNA sequencing data. By integrating correlation, pseudotime ordering, deep learning and bootstrap‐based significance testing, it reduces false positives and reveals directional gene interactions.
Nishi Gupta, Madison Dautle, Shaoqiang Zhang, Yong Chen   +3 more
wiley   +1 more source

Club Activity, Study Groups, and Academic Achievement: A Nationwide Study of Japanese Medical Students' Extracurricular Life. [PDF]

J Gen Fam Med
Fujikawa H, Tamune H, Nishizaki Y, Mori H, Fukui S, Shikino K, Shimizu T, Yamamoto Y, Kobayashi H, Naito T, Tokuda Y.   +10 more
europepmc   +1 more source

Large‐Scale Machine Learning to Screen for Small‐Molecule Senolytics

Advanced Intelligent Discovery, EarlyView.
A consistent workflow underpins all experiments in this study. A dedicated model‐selection dataset first identifies optimal hyperparameters for each algorithm. Models are then trained and rigorously evaluated on independent sets of molecules using the senolytic ratio SR. Comprehensive hyperparameter exploration across SMILES representations, task types,
Alexis Dougha, Jesus Gil, Pedro J. Ballester   +2 more
wiley   +1 more source

Efforts to Secure Nicotine and Cannabis Product Placements in Popular Media by Ploom, Pax, and Juul: An Analysis of Tobacco Industry Documents. [PDF]

Nicotine Tob Res
Wakefield T, Bialous S, Ling P, Apollonio DE.   +3 more
europepmc   +1 more source