Search Results - "Multilayer Perceptrons"

Learning homeomorphic image registration via conformal-invariant hyperelastic regularisation.

Authors: Zou J Debroux N Liu L et al.

Source: Medical image analysis [Med Image Anal] 2025 Oct; Vol. 105, pp. 103712. Date of Electronic Publication: 2025 Jul 15.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 9713490 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1361-8423 (Electronic) Linking ISSN: 13618415 NLM ISO Abbreviation: Med Image Anal Subsets: MEDLINE

MeSH Terms: Image Interpretation, Computer-Assisted*/methods , Deep Learning* , Multilayer Perceptrons*, Humans ; Datasets as Topic ; Therapy, Computer-Assisted/methods

SecProGNN: Predicting Bronchoalveolar Lavage Fluid Secreted Protein Using Graph Neural Network.

Authors: Shao D Zhang G Lin L et al.

Source: IEEE journal of biomedical and health informatics [IEEE J Biomed Health Inform] 2025 Aug; Vol. 29 (8), pp. 6114-6123.

Publication Type: Comparative Study; Journal Article

Journal Info: Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 101604520 Publication Model: Print Cited Medium: Internet ISSN: 2168-2208 (Electronic) Linking ISSN: 21682194 NLM ISO Abbreviation: IEEE J Biomed Health Inform Subsets: MEDLINE

MeSH Terms: Bronchoalveolar Lavage Fluid*/chemistry , Graph Neural Networks* , Multilayer Perceptrons* , Deep Learning* , Proteomics*/methods, Humans ; Biomarkers, Tumor/analysis ; Adenocarcinoma of Lung/diagnosis ; Lung Neoplasms/diagnosis

Multilayer perceptron deep learning radiomics model based on Gd-BOPTA MRI to identify vessels encapsulating tumor clusters in hepatocellular carcinoma: a multi-center study.

Authors: Gu M Zou W Chen H et al.

Source: Cancer imaging : the official publication of the International Cancer Imaging Society [Cancer Imaging] 2025 Jul 07; Vol. 25 (1), pp. 87. Date of Electronic Publication: 2025 Jul 07.

Publication Type: Journal Article; Multicenter Study

Journal Info: Publisher: Springer Nature Country of Publication: England NLM ID: 101172931 Publication Model: Electronic Cited Medium: Internet ISSN: 1470-7330 (Electronic) Linking ISSN: 14707330 NLM ISO Abbreviation: Cancer Imaging Subsets: MEDLINE

MeSH Terms: Carcinoma, Hepatocellular*/diagnostic imaging , Carcinoma, Hepatocellular*/blood supply , Carcinoma, Hepatocellular*/pathology , Carcinoma, Hepatocellular*/surgery , Deep Learning* , Liver Neoplasms*/diagnostic imaging , Liver Neoplasms*/blood supply , Liver Neoplasms*/pathology , Liver Neoplasms*/surgery , Magnetic Resonance Imaging*/methods , Multilayer Perceptrons*, Adult ; Aged ; Female ; Humans ; Male ; Middle Aged ; Contrast Media/administration & dosage ; Meglumine/administration & dosage ; Meglumine/analogs & derivatives ; Meglumine/analogs & derivatives ; Organometallic Compounds/administration & dosage ; Radiomics ; Retrospective Studies

Source-sink relationship of petroleum hydrocarbons in the oilfield area of Northern Shaanxi: Multilayer perceptron-based modelling systems.

Authors: Li Y Wang Y Guo H et al.

Source: Marine pollution bulletin [Mar Pollut Bull] 2025 Dec; Vol. 221, pp. 118567. Date of Electronic Publication: 2025 Aug 12.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 0260231 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-3363 (Electronic) Linking ISSN: 0025326X NLM ISO Abbreviation: Mar Pollut Bull Subsets: MEDLINE

MeSH Terms: Petroleum*/analysis , Petroleum Pollution*/statistics & numerical data , Environmental Monitoring* , Soil Pollutants*/analysis , Oil and Gas Fields* , Hydrocarbons*/analysis, Polycyclic Aromatic Hydrocarbons/analysis ; China ; Soil/chemistry ; Multilayer Perceptrons

A hybrid multi-layer perceptron with selective stacked ensemble learning approach for recognizing human activity using sensor dataset.

Authors: Sennan S Somula R Cho Y et al.

Source: Scientific reports [Sci Rep] 2025 Nov 22; Vol. 15 (1), pp. 42609. Date of Electronic Publication: 2025 Nov 22.

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* , Human Activities* , Machine Learning*, Humans ; Algorithms ; Accelerometry ; Smartphone ; Multilayer Perceptrons ; Ensemble Learning

Automated framework for multi-domain social media text analysis for business strategy employing multilayer perceptron with Word2Vec features and LIME XAI.

Authors: Turki A; College of Business Administration, University of Business and Technology, Jeddah, Saudi Arabia.

Source: PloS one [PLoS One] 2025 Nov 13; Vol. 20 (11), pp. e0336240. Date of Electronic Publication: 2025 Nov 13 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

MeSH Terms: Social Media* , Natural Language Processing* , Commerce*, Humans ; Machine Learning ; Neural Networks, Computer ; Multilayer Perceptrons

Analysis of interactions of particle-associated oxidative potential sources using multilayer perceptron neural networks: A case study in Shenyang, China.

Authors: Wei S Zhang Z Kamiya Y et al.

Source: Environmental pollution (Barking, Essex : 1987) [Environ Pollut] 2025 Oct 15; Vol. 383, pp. 126868. Date of Electronic Publication: 2025 Jul 22.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 8804476 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-6424 (Electronic) Linking ISSN: 02697491 NLM ISO Abbreviation: Environ Pollut Subsets: MEDLINE

MeSH Terms: Particulate Matter*/analysis , Neural Networks, Computer* , Environmental Monitoring*/methods , Air Pollutants*/analysis, China ; Vehicle Emissions/analysis ; Oxidation-Reduction ; Air Pollution/statistics & numerical data ; Multilayer Perceptrons

A comparative evaluation of multiple machine learning approaches for forecasting dengue outbreaks in Bangladesh.

Authors: Liu B Hossain MF Hossain S

Source: Scientific reports [Sci Rep] 2025 Oct 14; Vol. 15 (1), pp. 35931. Date of Electronic Publication: 2025 Oct 14.

Publication Type: Comparative Study; Evaluation Study; Journal Article; Comparative Study

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: Dengue*/epidemiology , Machine Learning* , Algorithms*, Bangladesh/epidemiology ; Humans ; Weather ; Forecasting ; Temperature ; Rain ; Humidity ; Boosting Machine Learning Algorithms ; Support Vector Machine ; Multilayer Perceptrons ; Disease Outbreaks

Multilayer perceptron neural network-genetic algorithm for modeling Nicotiana tabacum leaf quality.

Authors: Najafi MR Aghajani MA Safaie N et al.

Source: PloS one [PLoS One] 2025 Oct 07; Vol. 20 (10), pp. e0330370. Date of Electronic Publication: 2025 Oct 07 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

MeSH Terms: Plant Leaves*/chemistry , Nicotiana*/genetics , Nicotiana*/chemistry , Neural Networks, Computer* , Algorithms*, Chlorophyll/analysis ; Nicotine/analysis ; Nitrogen/analysis ; Multilayer Perceptrons ; Genetic Algorithms

ANN multi-layer perceptron for prediction of blood-brain barrier permeable compounds for central nervous system therapeutics.

Authors: Sharma A Selvam S Balaji PD et al.

Source: Journal of biomolecular structure & dynamics [J Biomol Struct Dyn] 2025 Oct; Vol. 43 (16), pp. 9011-9016. Date of Electronic Publication: 2024 Mar 18.

Publication Type: Journal Article

Journal Info: Publisher: Taylor & Francis Country of Publication: England NLM ID: 8404176 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1538-0254 (Electronic) Linking ISSN: 07391102 NLM ISO Abbreviation: J Biomol Struct Dyn Subsets: MEDLINE

MeSH Terms: Blood-Brain Barrier*/metabolism , Blood-Brain Barrier*/drug effects , Neural Networks, Computer* , Central Nervous System Agents*/chemistry , Central Nervous System Agents*/pharmacokinetics , Central Nervous System Agents*/pharmacology, Humans ; Permeability ; Algorithms ; Machine Learning ; Drug Discovery ; Central Nervous System/drug effects ; Multilayer Perceptrons

Social determinants of health and disparities in spine surgery: a 10-year analysis of 8,565 cases using ensemble machine learning and multilayer perceptron.

Authors: Shin D Razzouk J Thomas J et al.

Source: The spine journal : official journal of the North American Spine Society [Spine J] 2025 Oct; Vol. 25 (10), pp. 2236-2252. Date of Electronic Publication: 2024 Jul 20.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Science Inc Country of Publication: United States NLM ID: 101130732 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-1632 (Electronic) Linking ISSN: 15299430 NLM ISO Abbreviation: Spine J Subsets: MEDLINE

MeSH Terms: Machine Learning* , Social Determinants of Health*/statistics & numerical data , Healthcare Disparities*/statistics & numerical data , Spine*/surgery , Orthopedic Procedures*/statistics & numerical data, Humans ; Female ; Male ; Retrospective Studies ; Patient Readmission/statistics & numerical data ; Middle Aged ; Length of Stay/statistics & numerical data ; Adult ; Aged ; Multilayer Perceptrons

Structural network measures reveal the emergence of heavy-tailed degree distributions in lottery ticket multilayer perceptrons.

Authors: Kang C Moore JA Robertson S et al.

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Jul; Vol. 187, pp. 107308. Date of Electronic Publication: 2025 Mar 12.

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*, Humans ; Brain/physiology ; Nerve Net/physiology ; Models, Neurological ; Multilayer Perceptrons

Vibroacoustic detection of inclusions in an elastomeric tissue phantom using a multilayer perceptron classifier: A proof-of-concept study.

Authors: Sayahkarajy M Römer F Witte H

Source: Journal of the mechanical behavior of biomedical materials [J Mech Behav Biomed Mater] 2026 Feb; Vol. 174, pp. 107279. Date of Electronic Publication: 2025 Nov 19.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 101322406 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-0180 (Electronic) Linking ISSN: 18780180 NLM ISO Abbreviation: J Mech Behav Biomed Mater Subsets: MEDLINE

MeSH Terms: Phantoms, Imaging* , Vibration* , Elastomers* , Neural Networks, Computer* , Acoustics* , Mechanical Phenomena*, Proof of Concept Study ; Humans ; Multilayer Perceptrons

Homogeneous multi-antibiotics residual identification in various actual water via SERS spectra multilayer perceptron algorithm combined with Gaussian kernel density estimation data augmentation.

Authors: Huang Z Liang W Lei Y et al.

Source: Analytica chimica acta [Anal Chim Acta] 2026 Jan 15; Vol. 1383, pp. 344896. Date of Electronic Publication: 2025 Nov 12.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 0370534 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-4324 (Electronic) Linking ISSN: 00032670 NLM ISO Abbreviation: Anal Chim Acta Subsets: MEDLINE

MeSH Terms: Spectrum Analysis, Raman*/methods , Anti-Bacterial Agents*/analysis , Water Pollutants, Chemical*/analysis , Algorithms* , Neural Networks, Computer*, Normal Distribution ; Multilayer Perceptrons

Comparative performance of logistic regression, multilayer perceptron and decision tree models for predicting surgical pressure injuries: a retrospective cohort study.

Authors: Li CY Chu CM Chen CW et al.

Source: BMJ health & care informatics [BMJ Health Care Inform] 2025 Sep 17; Vol. 32 (1). Date of Electronic Publication: 2025 Sep 17.

Publication Type: Journal Article; Comparative Study

Journal Info: Publisher: BMJ Publishing Country of Publication: England NLM ID: 101745500 Publication Model: Electronic Cited Medium: Internet ISSN: 2632-1009 (Electronic) Linking ISSN: 26321009 NLM ISO Abbreviation: BMJ Health Care Inform Subsets: MEDLINE

MeSH Terms: Pressure Ulcer*/epidemiology , Pressure Ulcer*/etiology , Decision Trees* , Neural Networks, Computer*, Humans ; Retrospective Studies ; Female ; Male ; Middle Aged ; Logistic Models ; Aged ; Risk Assessment/methods ; Machine Learning ; Electronic Health Records ; Anesthesia, General/adverse effects ; Adult ; Multilayer Perceptrons

Accident severity prediction on arterial roads via multilayer perceptron neural network.

Authors: Al-Husban SA Idham MK Padil KH et al.

Source: International journal of injury control and safety promotion [Int J Inj Contr Saf Promot] 2025 Sep; Vol. 32 (3), pp. 376-395. Date of Electronic Publication: 2025 Jul 08.

Publication Type: Journal Article

Journal Info: Publisher: Informa Healthcare Country of Publication: England NLM ID: 101247254 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1745-7319 (Electronic) Linking ISSN: 17457300 NLM ISO Abbreviation: Int J Inj Contr Saf Promot Subsets: MEDLINE

MeSH Terms: Accidents, Traffic*/statistics & numerical data , Neural Networks, Computer*, Humans ; Jordan ; Logistic Models ; Multilayer Perceptrons

Age characterization of donor based on fatty acid substances analysis in fingermarks.

Authors: Wang LX Zhao YB

Source: Science & justice : journal of the Forensic Science Society [Sci Justice] 2025 Sep; Vol. 65 (5), pp. 101303. Date of Electronic Publication: 2025 Jun 18.

Publication Type: Comparative Study; Journal Article

Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 9508563 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1876-4452 (Electronic) Linking ISSN: 13550306 NLM ISO Abbreviation: Sci Justice Subsets: MEDLINE

MeSH Terms: Age Factors* , Fatty Acids*/analysis , Dermatoglyphics* , Sebum*/chemistry , Fingers*, Gas Chromatography-Mass Spectrometry/classification ; Gas Chromatography-Mass Spectrometry/methods ; Statistics, Nonparametric ; Principal Component Analysis ; Radial Basis Function Networks ; Multilayer Perceptrons ; Humans ; Male ; Female ; Young Adult ; Adult ; Middle Aged ; Aged

Early brain stroke detection using multilayer perceptron of convolutional neural network-based residual network.

Authors: Sree U Krishna P Rao DCM et al.

Source: Technology and health care : official journal of the European Society for Engineering and Medicine [Technol Health Care] 2025 Sep; Vol. 33 (5), pp. 2069-2082. Date of Electronic Publication: 2025 Jan 31.

Publication Type: Journal Article

Journal Info: Publisher: SAGE Publications Country of Publication: United States NLM ID: 9314590 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-7401 (Electronic) Linking ISSN: 09287329 NLM ISO Abbreviation: Technol Health Care Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Stroke*/diagnosis , Stroke*/diagnostic imaging, Humans ; Early Diagnosis ; Reproducibility of Results ; Brain/diagnostic imaging ; Convolutional Neural Networks ; Multilayer Perceptrons

SAMP-Net: a medical image segmentation network with split attention and multi-layer perceptron.

Authors: Ma X Shan S Sui D

Source: Medical & biological engineering & computing [Med Biol Eng Comput] 2025 Aug; Vol. 63 (8), pp. 2437-2450. Date of Electronic Publication: 2025 Mar 11.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 7704869 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1741-0444 (Electronic) Linking ISSN: 01400118 NLM ISO Abbreviation: Med Biol Eng Comput Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Image Processing, Computer-Assisted*/methods, Humans ; Algorithms ; Multilayer Perceptrons

Hybrid deep learning approach for sentiment analysis using text and emojis.

Authors: Kuruva A Chiluka CN

Source: Network (Bristol, England) [Network] 2025 Aug; Vol. 36 (3), pp. 923-952. Date of Electronic Publication: 2024 May 29.

Publication Type: Journal Article; Review

Journal Info: Publisher: Informa Healthcare Country of Publication: England NLM ID: 9431867 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1361-6536 (Electronic) Linking ISSN: 0954898X NLM ISO Abbreviation: Network Subsets: MEDLINE

MeSH Terms: Deep Learning* , Sentiment Analysis* , Neural Networks, Computer*, Multilayer Perceptrons ; Long Short Term Memory ; Recurrent Neural Networks ; Social Networking ; Humans ; Emotions