Search Results - "Neural Networks"

Integrating image processing with deep convolutional neural networks for gene selection and cancer classification using microarray data.

Authors: Zhang Y Chen J Zhang C

Source: Scientific reports [Sci Rep] 2025 Nov 11; Vol. 15 (1), pp. 39465. Date of Electronic Publication: 2025 Nov 11.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Neoplasms*/genetics , Neoplasms*/classification , Neural Networks, Computer* , Image Processing, Computer-Assisted*/methods , Oligonucleotide Array Sequence Analysis*/methods, Humans ; Gene Expression Profiling/methods ; Deep Learning ; Gene Expression Regulation, Neoplastic ; Convolutional Neural Networks

Prompt-guided consistency learning for multi-label classification with incomplete labels.

Authors: Wang S Wan Q Zhang Z et al.

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Oct; Vol. 190, pp. 107604. Date of Electronic Publication: 2025 May 26.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

MeSH Terms: Data Curation* , Neural Networks, Computer*, Datasets as Topic ; Machine Learning ; Graph Neural Networks ; Recurrent Neural Networks ; Classification Algorithms ; Semantics

Sex inference based on convolutional neural network analysis of fingerprint data.

Authors: Zhang Y Cui S Li J et al.

Source: Scientific reports [Sci Rep] 2025 Dec 01; Vol. 15 (1), pp. 42872. Date of Electronic Publication: 2025 Dec 01.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Dermatoglyphics*, Humans ; Male ; Female ; Adult ; Convolutional Neural Networks

A cross-city transferable convolutional neural network framework for assessing street-scale flood risks in urban networks.

Authors: Wang M Zhuang J Zhao J et al.

Source: Journal of environmental management [J Environ Manage] 2025 Dec; Vol. 395, pp. 127977. Date of Electronic Publication: 2025 Nov 15.

Publication Type: Journal Article

Journal Info: Publisher: Academic Press Country of Publication: England NLM ID: 0401664 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1095-8630 (Electronic) Linking ISSN: 03014797 NLM ISO Abbreviation: J Environ Manage Subsets: MEDLINE

MeSH Terms: Floods* , Neural Networks, Computer*, Cities ; Risk Assessment ; Hong Kong ; Urbanization ; Climate Change ; Humans ; Convolutional Neural Networks

Dispersion based recurrent neural network model for methane monitoring in Albertan tailings ponds.

Authors: Saha E Wang O Chakraborty AK et al.

Source: Journal of environmental management [J Environ Manage] 2025 Dec; Vol. 395, pp. 127748. Date of Electronic Publication: 2025 Nov 03.

Publication Type: Journal Article

Journal Info: Publisher: Academic Press Country of Publication: England NLM ID: 0401664 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1095-8630 (Electronic) Linking ISSN: 03014797 NLM ISO Abbreviation: J Environ Manage Subsets: MEDLINE

MeSH Terms: Methane*/analysis , Neural Networks, Computer* , Environmental Monitoring*/methods, Ponds ; Petroleum ; Alberta ; Oil and Gas Fields ; Recurrent Neural Networks

A novel hybrid convolutional and recurrent neural network model for automatic pituitary adenoma classification using dynamic contrast-enhanced MRI.

Authors: Motamed M Bastam M Tabatabaie SM et al.

Source: Radiological physics and technology [Radiol Phys Technol] 2025 Dec; Vol. 18 (4), pp. 1014-1024. Date of Electronic Publication: 2025 Aug 14.

Publication Type: Journal Article

Journal Info: Publisher: Springer Japan Country of Publication: Japan NLM ID: 101467995 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1865-0341 (Electronic) Linking ISSN: 18650333 NLM ISO Abbreviation: Radiol Phys Technol Subsets: MEDLINE

MeSH Terms: Pituitary Neoplasms*/diagnostic imaging , Pituitary Neoplasms*/classification , Magnetic Resonance Imaging* , Neural Networks, Computer* , Adenoma*/diagnostic imaging , Adenoma*/classification , Contrast Media* , Image Processing, Computer-Assisted*/methods, Humans ; Automation ; Recurrent Neural Networks

Transfer learning with graph neural networks for pressure estimation in monitoring-limited water distribution networks.

Authors: Wang J Fu G Savic D

Source: Water research [Water Res] 2025 Dec 01; Vol. 287 (Pt B), pp. 124475. Date of Electronic Publication: 2025 Aug 25.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: England NLM ID: 0105072 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2448 (Electronic) Linking ISSN: 00431354 NLM ISO Abbreviation: Water Res Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Water Supply* , Environmental Monitoring*/methods, Graph Neural Networks

An interpretable geometric graph neural network for enhancing the generalizability of drug-target interaction prediction.

Authors: Xiong A Luo Z Xia Y et al.

Source: BMC biology [BMC Biol] 2025 Nov 26; Vol. 23 (1), pp. 350. Date of Electronic Publication: 2025 Nov 26.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101190720 Publication Model: Electronic Cited Medium: Internet ISSN: 1741-7007 (Electronic) Linking ISSN: 17417007 NLM ISO Abbreviation: BMC Biol Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Drug Discovery*/methods, Deep Learning ; Proteins/chemistry ; Proteins/metabolism ; Humans ; SARS-CoV-2 ; Graph Neural Networks

Mobile phone-based plasmodium parasites stage detection from Giemsa stained blood smear by convolutional neural networks.

Authors: Bedir H Arslan MÖ Akıner MM et al.

Source: Parasitology research [Parasitol Res] 2025 Nov 25; Vol. 124 (11), pp. 141. Date of Electronic Publication: 2025 Nov 25.

Publication Type: Journal Article

Journal Info: Publisher: Springer International Country of Publication: Germany NLM ID: 8703571 Publication Model: Electronic Cited Medium: Internet ISSN: 1432-1955 (Electronic) Linking ISSN: 09320113 NLM ISO Abbreviation: Parasitol Res Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Plasmodium vivax*/isolation & purification , Cell Phone* , Malaria, Vivax*/diagnosis , Malaria, Vivax*/parasitology, Humans ; Erythrocytes/parasitology ; Azure Stains ; Machine Learning ; Image Processing, Computer-Assisted/methods ; Microscopy ; Malaria/diagnosis ; Malaria/parasitology ; Staining and Labeling/methods ; Convolutional Neural Networks

Dose stratification-based convolutional neural networks for dose distribution prediction in radiotherapy.

Authors: Tian Y Wang Q Chen L et al.

Source: Biomedical physics & engineering express [Biomed Phys Eng Express] 2025 Nov 25; Vol. 11 (6). Date of Electronic Publication: 2025 Nov 25.

Publication Type: Journal Article

Journal Info: Publisher: IOP Publishing Ltd Country of Publication: England NLM ID: 101675002 Publication Model: Electronic Cited Medium: Internet ISSN: 2057-1976 (Electronic) Linking ISSN: 20571976 NLM ISO Abbreviation: Biomed Phys Eng Express Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Radiotherapy Planning, Computer-Assisted*/methods , Head and Neck Neoplasms*/radiotherapy, Humans ; Radiotherapy Dosage ; Algorithms ; Deep Learning ; Convolutional Neural Networks

Cortical surface electric field estimation for real-time TMS with graph neural networks.

Authors: Maki T Yokota T Hirata A et al.

Source: Physics in medicine and biology [Phys Med Biol] 2025 Nov 21; Vol. 70 (23). Date of Electronic Publication: 2025 Nov 21.

Publication Type: Journal Article

Journal Info: Publisher: IOP Publishing Country of Publication: England NLM ID: 0401220 Publication Model: Electronic Cited Medium: Internet ISSN: 1361-6560 (Electronic) Linking ISSN: 00319155 NLM ISO Abbreviation: Phys Med Biol Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Transcranial Magnetic Stimulation* , Electricity*, Humans ; Time Factors ; Magnetic Resonance Imaging ; Imaging, Three-Dimensional ; Surface Properties ; Graph Neural Networks

Emergent neuronal mechanisms mediating covert attention in convolutional neural networks.

Authors: Srivastava S Wang WY Eckstein MP

Source: Proceedings of the National Academy of Sciences of the United States of America [Proc Natl Acad Sci U S A] 2025 Nov 18; Vol. 122 (46), pp. e2411909122. Date of Electronic Publication: 2025 Nov 13.

Publication Type: Journal Article

Journal Info: Publisher: National Academy of Sciences Country of Publication: United States NLM ID: 7505876 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1091-6490 (Electronic) Linking ISSN: 00278424 NLM ISO Abbreviation: Proc Natl Acad Sci U S A Subsets: MEDLINE

MeSH Terms: Attention*/physiology , Neural Networks, Computer* , Neurons*/physiology , Visual Perception*/physiology, Animals ; Bayes Theorem ; Cues ; Models, Neurological ; Humans ; Mice ; Convolutional Neural Networks

A dynamic ensemble learning model for robust Graph Neural Networks.

Authors: Zhou C Peng Y Huang W et al.

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Nov; Vol. 191, pp. 107810. Date of Electronic Publication: 2025 Jul 07.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

MeSH Terms: Machine Learning* , Neural Networks, Computer*, Algorithms ; Ensemble Learning ; Game Theory ; Graph Neural Networks

Learning model-level explanations of graph neural networks via subgraph order embedding space.

Authors: Liu L Wan P Zhang F et al.

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Nov; Vol. 191, pp. 107815. Date of Electronic Publication: 2025 Jul 05.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Machine Learning*, Humans ; Algorithms ; Graph Neural Networks

Unveiling multi-domain signatures of EEG oscillations using a fully-interpretable convolutional neural network.

Authors: Borra D Magosso E

Source: Computer methods and programs in biomedicine [Comput Methods Programs Biomed] 2025 Nov; Vol. 271, pp. 109008. Date of Electronic Publication: 2025 Aug 08.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8506513 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7565 (Electronic) Linking ISSN: 01692607 NLM ISO Abbreviation: Comput Methods Programs Biomed Subsets: MEDLINE

MeSH Terms: Electroencephalography*/methods , Neural Networks, Computer* , Brain*/physiology, Humans ; Algorithms ; Signal Processing, Computer-Assisted ; Reproducibility of Results ; Male ; Convolutional Neural Networks

A systematic review on automatic segmentation of renal tumors and cysts using various convolutional neural network architectures in radiological images.

Authors: Anusha C Rao KN Rao TL

Source: Computers in biology and medicine [Comput Biol Med] 2025 Nov; Vol. 198 (Pt A), pp. 111177. Date of Electronic Publication: 2025 Oct 04.

Publication Type: Journal Article; Systematic Review; Review

Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE

MeSH Terms: Kidney Neoplasms*/diagnostic imaging , Neural Networks, Computer* , Deep Learning* , Image Processing, Computer-Assisted*/methods , Cysts*/diagnostic imaging , Kidney Diseases, Cystic*/diagnostic imaging, Humans ; Convolutional Neural Networks

From matrix factorization to graph neural networks: Advances in computational drug repositioning.

Authors: Wang Y Wang J Yang Y et al.

Source: Drug discovery today [Drug Discov Today] 2025 Nov; Vol. 30 (11), pp. 104499. Date of Electronic Publication: 2025 Oct 10.

Publication Type: Journal Article; Review

Journal Info: Publisher: Elsevier Science Ltd. Country of Publication: England NLM ID: 9604391 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-5832 (Electronic) Linking ISSN: 13596446 NLM ISO Abbreviation: Drug Discov Today Subsets: MEDLINE

MeSH Terms: Drug Repositioning*/methods , Neural Networks, Computer* , Computational Biology*/methods, Humans ; Artificial Intelligence ; Drug Discovery/methods ; Animals ; Computer Simulation ; Graph Neural Networks

Exponential stability of state-dependent impulsive Hopfield neural networks with beating phenomena.

Authors: Dai Z Liu S

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Nov; Vol. 191, pp. 107849. Date of Electronic Publication: 2025 Jul 10.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer*, Computer Simulation ; Algorithms ; Humans ; Hopfield Neural Networks

DeepKin: Predicting Relatedness From Low-Coverage Genomes and Palaeogenomes With Convolutional Neural Networks.

Authors: Güler MN Yılmaz A Katırcıoğlu B et al.

Source: Molecular ecology resources [Mol Ecol Resour] 2025 Nov; Vol. 25 (8), pp. e70032. Date of Electronic Publication: 2025 Aug 18.

Publication Type: Journal Article

Journal Info: Publisher: Blackwell Country of Publication: England NLM ID: 101465604 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1755-0998 (Electronic) Linking ISSN: 1755098X NLM ISO Abbreviation: Mol Ecol Resour Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Genomics*/methods , Computational Biology*/methods , Software*, Humans ; DNA, Ancient/analysis ; Convolutional Neural Networks

Path-aware multi-scale learning for heterogeneous graph neural network.

Authors: Fan J Yang J Gu Z et al.

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Nov; Vol. 191, pp. 107743. Date of Electronic Publication: 2025 Jun 21.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Machine Learning*, Humans ; Algorithms ; Graph Neural Networks