Results 181 to 190 of about 3,135 (215)

AI‐Driven Cancer Multi‐Omics: A Review From the Data Pipeline Perspective

Advanced Intelligent Discovery, EarlyView.
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

Machine Learning the Decoherence Property of Superconducting and Semiconductor Quantum Devices from Graph Connectivity. [PDF]

Entropy (Basel)
Fu Q, Liu J, Wang X, Xiong R.
europepmc   +1 more source

Uncertainty‐Guided Selective Adaptation Enables Cross‐Platform Predictive Fluorescence Microscopy

Advanced Intelligent Discovery, EarlyView.
Deep learning models often fail when transferred to new microscopes. A novel framework overcomes this by selectively adapting the early layers governing low‐level image statistics, while freezing deep layers that encode morphology. This uncertainty‐guided approach enables robust, label‐free virtual staining across diverse systems, democratizing ...
Kai‐Wen K. Yang, Andrew Bai, Alexandra Bermudez, Yunqi Hong, Zoe Latham, Iris Sloan, Michael Liu, Vishrut Goyal, Cho‐Jui Hsieh, Neil Y. C. Lin   +9 more
wiley   +1 more source

Platonic representation of foundation machine learning interatomic potentials. [PDF]

Nat Mach Intell
Li Z, Walsh A.
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

ChemBang: Expanding the Chemical Space Around Small Molecules. [PDF]

Mol Inform
Montes-Grajales D, Menestrina L, Garcia-Serna R, Mestres J.   +3 more
europepmc   +1 more source

A Global Atlas of Digital Dermatology to Map Innovation and Disparities

Gröger F, Lionetti S, Gottfrois P, Gonzalez-Jimenez A, Habermacher L, Amruthalingam L, Groh M, Pouly M, Navarini A.   +8 more
europepmc   +1 more source

Integrative Transcriptomic, Network, and Machine Learning Analyses Identify Genistein and Resveratrol-Associated Therapeutic Targets in Alzheimer's Disease. [PDF]

Mol Neurobiol
Isıyel M, Ceylan H, Demir Y.
europepmc   +1 more source

Drug screening for α-synuclein aggregation inhibitors via multimodal graph neural network. [PDF]

Brief Bioinform
Gu T, Ran Z, Li W, Guo X, Li B, Li F, Jia C.   +6 more
europepmc   +1 more source