Results 221 to 230 of about 2,019,981 (302)

Bayesian-Optimized Deep Learning for <i>Helicobacter pylori</i> Detection in Egyptian Gastric Histopathology: A Multi-Architecture Study. [PDF]

Microorganisms
Hasona RF, Saafan MM, El-Gendy EM, Ghanam W, Mohamed WF.   +4 more
europepmc   +1 more source

CausalCellInfer: Prioritizing Cell‐Type‐Specific Disease Associations From Genetically Predicted Transcriptomes in Biobank Cohorts

Advanced Science, EarlyView.
Bulk and genotype‐imputed transcriptomes obscure the cellular drivers of complex disease. CausalCellInfer resolves them by integrating invariant marker selection, deep learning deconvolution, and regularized matrix completion. Applied to ∼500 000 UK Biobank participants across 29 traits, it uncovers hallmark cell‐type proportion shifts, including ...
Liangying Yin, Yujia Shi, Ruoyu Zhang, Yong Xiang, Jinghong Qiu, Pak‐Chung Sham, Hon‐Cheong So   +6 more
wiley   +1 more source

Modeling and optimization of hydrogenation for crude oil by estimating hydrogen solubility in the solvent at different temperatures. [PDF]

Front Chem
Zhao Z.
europepmc   +1 more source

Data‐Driven Design of Biofunctional Molecularly Imprinted Polymers for Precision Diagnostics

Advanced Science, EarlyView.
Integrating molecular mechanics/dynamics (MM/MD) with machine learning (ML) enables data‐driven design of nanoMIPs with exceptional performance in multiplex cancer biomarker detection. Guided by the epitopes’ physicochemical and structural traits, ML‐optimized nanoMIPs enhance their charge complementarity, colloidal stability, and binding specificity ...
Nastasia Sanda Moldovean‐Cioroianu, Tamim B. Sarwar, Ekin Sehit, Roland Aydin, Zeynep Altintas   +4 more
wiley   +1 more source

Multi-Platform Transcriptomic Classification of LUAD Driver Mutation Subtypes via Heterogeneous Ensemble Learning. [PDF]

Diagnostics (Basel)
Kervancı IS, Yiğit GÖ.
europepmc   +1 more source

Accelerated Discovery of Earth‐Abundant Oxygen Evolution Catalysts Through Surface‐Informed Active Learning

Advanced Science, EarlyView.
A surface‐informed active learning framework integrated with density functional theory enables resource efficient screening of the NiCoFe ternary composition space. Experimental validation identifies Ni55Co10Fe35 as the optimal composition, exhibiting favorable oxygen evolution reaction kinetics.
Hayun Jeon, Minhee Park, Won Bo Lee, Seyoung Park, YongJoo Kim, Sungwook Mhin   +5 more
wiley   +1 more source

Prediction model for compressive strength of alkali-activated multi-source solid-waste grouting materials based on generative adversarial networks and machine learning. [PDF]

PLoS One
Yue Q, Yu G, Yao Y, Yang Z, Li Y, Bai L, Xiong G.   +6 more
europepmc   +1 more source

Probe‐Free, Primer‐Programmed Amplicon Encoding Enables Nanopore‐Based Multiplex Detection With Deep Learning Decoding

Advanced Science, EarlyView.
Primer‐programmed amplicon encoding enables reporter‐probe‐free multiplex nucleic acid identification using glass nanopore sensing and deep neural network decoding. ABSTRACT Single‐reaction multiplex nucleic acid testing (NATs) must both co‐amplify multiple targets and distinguish the resulting amplicons within the product mixture.
Md. Ahasan Ahamed, Muhammad Asad Ullah Khalid, Wahid Uz Zaman, Anthony J. Politza, Weihua Guan   +4 more
wiley   +1 more source

Vehicle CO₂ emission prediction based on firefly with ant colony optimization tuned long short-term memory model. [PDF]

Sci Rep
Abbas S, Fouad Y, Alhammad SM, Osman AM, El-Bakry HM, Elshewey AM.   +5 more
europepmc   +1 more source

XChrom: A Cross‐Cell Chromatin Accessibility Prediction Model Integrating Genomic Sequence and Cellular Context

Advanced Science, EarlyView.
XChrom is a deep learning framework that integrates genomic sequence and single‐cell context to predict chromatin accessibility. It generalizes to unseen cells and genomic regions, enabling cross‐sample and cross‐species analysis. Applied to COVID‐19 patient data, XChrom reveals key transcriptional regulatory mechanisms and disease‐associated ...
Yuanyuan Miao, Xuan Liang, Wenwen Zhang, Dongmei Han, Yurun Li, Zhen Wang   +5 more
wiley   +1 more source