Search Results - "Convolutional Neural Networks"

GShC-Net: Hybrid deep learning with DCTLAP feature extraction for brain tumor detection.

Authors: Beevi S Z L V B S et al.

Source: Computational biology and chemistry [Comput Biol Chem] 2025 Dec; Vol. 119, pp. 108577. Date of Electronic Publication: 2025 Jul 16.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 101157394 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-928X (Electronic) Linking ISSN: 14769271 NLM ISO Abbreviation: Comput Biol Chem Subsets: MEDLINE

MeSH Terms: Deep Learning* , Brain Neoplasms*/diagnostic imaging , Convolutional Neural Networks* , Early Detection of Cancer*/methods, Humans ; Datasets as Topic ; Magnetic Resonance Imaging

Sim-to-real domain adaptation based completion level recognition for autonomous micro-drilling in biomedical application.

Authors: Zhao E Perez SAH Harada K

Source: Scientific reports [Sci Rep] 2025 Nov 27; Vol. 15 (1), pp. 42417. Date of Electronic Publication: 2025 Nov 27.

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: Computer Simulation* , Bone and Bones*/surgery , Convolutional Neural Networks*, Humans

Cardiac amyloidosis detection from a single echocardiographic video clip: a novel artificial intelligence-based screening tool.

Authors: Slivnick JA Hawkes W Oliveira J et al.

Source: European heart journal [Eur Heart J] 2025 Oct 22; Vol. 46 (40), pp. 4090-4101.

Publication Type: Journal Article; Multicenter Study; Validation Study

Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 8006263 Publication Model: Print Cited Medium: Internet ISSN: 1522-9645 (Electronic) Linking ISSN: 0195668X NLM ISO Abbreviation: Eur Heart J Subsets: MEDLINE

MeSH Terms: Amyloidosis*/diagnostic imaging , Amyloidosis*/diagnosis , Cardiomyopathies*/diagnostic imaging , Cardiomyopathies*/diagnosis , Echocardiography*/methods , Convolutional Neural Networks*, Aged ; Female ; Humans ; Male ; Middle Aged ; Amyloid Neuropathies, Familial/diagnostic imaging ; Case-Control Studies

Morphometric similarity network-based graph convolutional networks for schizophrenia classification.

Authors: Park HW Lee WH

Source: Scientific reports [Sci Rep] 2025 Oct 16; Vol. 15 (1), pp. 36191. Date of Electronic Publication: 2025 Oct 16.

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: Schizophrenia*/diagnosis , Schizophrenia*/diagnostic imaging , Schizophrenia*/pathology , Graph Neural Networks* , Convolutional Neural Networks*, Humans ; Magnetic Resonance Imaging ; Datasets as Topic ; Brain/diagnostic imaging ; Male ; Female ; Adolescent ; Adult ; Middle Aged ; Aged

Harnessing deep learning for wheat variety classification: a convolutional neural network and transfer learning approach.

Authors: Mengstu MT Taner A

Source: Journal of the science of food and agriculture [J Sci Food Agric] 2025 Sep; Vol. 105 (12), pp. 6692-6705. Date of Electronic Publication: 2025 May 24.

Publication Type: Journal Article; Evaluation Study

Journal Info: Publisher: John Wiley & Sons Country of Publication: England NLM ID: 0376334 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1097-0010 (Electronic) Linking ISSN: 00225142 NLM ISO Abbreviation: J Sci Food Agric Subsets: MEDLINE

MeSH Terms: Convolutional Neural Networks* , Deep Learning* , Image Processing, Computer-Assisted*/methods , Triticum*/classification

A novel residual network based on multidimensional attention and pinwheel convolution for brain tumor classification.

Authors: Zhang J Lv R Chen W et al.

Source: Scientific reports [Sci Rep] 2025 Aug 23; Vol. 15 (1), pp. 31066. Date of Electronic Publication: 2025 Aug 23.

Publication Type: Journal Article; Validation 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: Brain Neoplasms*/classification , Brain Neoplasms*/diagnostic imaging , Brain Neoplasms*/pathology , Convolutional Neural Networks* , Image Interpretation, Computer-Assisted*/methods , Glioma*/classification , Glioma*/diagnostic imaging , Glioma*/pathology , Meningioma*/classification , Meningioma*/diagnostic imaging , Meningioma*/pathology , Pituitary Neoplasms*/classification , Pituitary Neoplasms*/diagnostic imaging , Pituitary Neoplasms*/pathology, Magnetic Resonance Imaging ; Brain/diagnostic imaging ; Brain/pathology ; Datasets as Topic ; Humans

Harnessing Explainable AI to Explore Structure-Activity Relationships in Artificial Olfaction.

Authors: Fukui Y Minami K Yoshikawa G et al.

Source: ACS applied materials & interfaces [ACS Appl Mater Interfaces] 2025 Sep 17; Vol. 17 (37), pp. 52728-52737. Date of Electronic Publication: 2025 Sep 08.

Publication Type: Journal Article

Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 101504991 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1944-8252 (Electronic) Linking ISSN: 19448244 NLM ISO Abbreviation: ACS Appl Mater Interfaces Subsets: MEDLINE

MeSH Terms: Smell* , Electronic Nose* , Odorants*/analysis , Convolutional Neural Networks*, Nanotechnology ; Machine Learning

HS-GC-IMS couples with convolutional neural network for Burkholderia gladioli pv. Cocovenenans detection in Auricularia Auricula.

Authors: Niu C Zhao M Sheng Q et al.

Source: Food chemistry [Food Chem] 2025 Sep 15; Vol. 486, pp. 144622. Date of Electronic Publication: 2025 May 07.

Publication Type: Journal Article; Evaluation Study

Journal Info: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 7702639 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7072 (Electronic) Linking ISSN: 03088146 NLM ISO Abbreviation: Food Chem Subsets: MEDLINE

MeSH Terms: Basidiomycota*/chemistry , Burkholderia gladioli*/isolation & purification , Burkholderia gladioli*/chemistry , Burkholderia gladioli*/metabolism , Convolutional Neural Networks* , Gas Chromatography-Mass Spectrometry*/methods, Food Contamination/analysis ; Limit of Detection ; Neural Networks, Computer

The Development and Evaluation of a Convolutional Neural Network for Cutaneous Melanoma Detection in Whole Slide Images.

Authors: Clarke EL Magee D Newton-Bishop J et al.

Source: Archives of pathology & laboratory medicine [Arch Pathol Lab Med] 2025 Sep 01; Vol. 149 (9), pp. 831-837.

Publication Type: Journal Article; Evaluation Study

Journal Info: Publisher: College of American Pathologists Country of Publication: United States NLM ID: 7607091 Publication Model: Print Cited Medium: Internet ISSN: 1543-2165 (Electronic) Linking ISSN: 00039985 NLM ISO Abbreviation: Arch Pathol Lab Med Subsets: MEDLINE

MeSH Terms: Convolutional Neural Networks* , Image Interpretation, Computer-Assisted*/methods , Melanoma*/pathology , Melanoma*/diagnosis , Skin Neoplasms*/pathology , Skin Neoplasms*/diagnosis, Humans ; Melanoma, Cutaneous Malignant ; Neural Networks, Computer ; Prognosis

Detecting the authenticity of two monofloral honeys based on the Canny-GoogLeNet deep learning network combined with three-dimensional fluorescence spectroscopy.

Authors: Ji S Granato D Wang K et al.

Source: Food chemistry [Food Chem] 2025 Sep 01; Vol. 485, pp. 144509. Date of Electronic Publication: 2025 Apr 24.

Publication Type: Journal Article; Evaluation Study

Journal Info: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 7702639 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7072 (Electronic) Linking ISSN: 03088146 NLM ISO Abbreviation: Food Chem Subsets: MEDLINE

MeSH Terms: Convolutional Neural Networks* , Deep Learning* , Food Contamination*/analysis , Honey*/analysis , Spectrometry, Fluorescence*/methods

Segmentation of coronary calcifications with a domain knowledge-based lightweight 3D convolutional neural network.

Authors: Santos R Castro R Baeza R et al.

Source: Computers in biology and medicine [Comput Biol Med] 2025 Sep; Vol. 196 (Pt B), pp. 110798. Date of Electronic Publication: 2025 Aug 01.

Publication Type: Journal Article

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: Calcinosis*/diagnostic imaging , Convolutional Neural Networks* , Coronary Artery Disease*/diagnostic imaging , Coronary Vessels*/diagnostic imaging , Imaging, Three-Dimensional*/methods , Vascular Calcification*/diagnostic imaging, Female ; Humans ; Male ; Middle Aged ; Tomography, X-Ray Computed

Identification and adulteration detection of Heterotrigona itama and Apis dorsata honey using differential scanning calorimetry and convolutional neural networks with data augmentation.

Authors: Hassan NH Chong NS Yoon TL et al.

Source: Food chemistry [Food Chem] 2025 Sep 01; Vol. 485, pp. 144398. Date of Electronic Publication: 2025 Apr 22.

Publication Type: Journal Article; Evaluation Study

Journal Info: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 7702639 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7072 (Electronic) Linking ISSN: 03088146 NLM ISO Abbreviation: Food Chem Subsets: MEDLINE

MeSH Terms: Bees* , Calorimetry, Differential Scanning*/methods , Convolutional Neural Networks* , Food Contamination*/analysis , Honey*/analysis, Animals

Comprehensive quality evaluation of crude material of Ligusticum chuanxiong Hort. through high performance liquid chromatography coupled with DenseNet-121 assisted hyperspectral imaging and anti-thrombotic zebrafish bioassay.

Authors: Tao Y Yang Y Bao J et al.

Source: Journal of pharmaceutical and biomedical analysis [J Pharm Biomed Anal] 2025 Sep 01; Vol. 262, pp. 116859. Date of Electronic Publication: 2025 Apr 03.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Science Country of Publication: England NLM ID: 8309336 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-264X (Electronic) Linking ISSN: 07317085 NLM ISO Abbreviation: J Pharm Biomed Anal Subsets: MEDLINE

MeSH Terms: Convolutional Neural Networks* , Drugs, Chinese Herbal*/chemistry , Drugs, Chinese Herbal*/pharmacology , Drugs, Chinese Herbal*/analysis , Hyperspectral Imaging*/methods , Ligusticum*/chemistry, Animals ; Biological Assay/methods ; Calibration ; Chromatography, High Pressure Liquid/methods ; Least-Squares Analysis ; Quality Control ; Thrombosis/drug therapy ; Zebrafish ; Coumaric Acids

MACML: Marrying attention and convolution-based meta-learning method for few-shot IoT intrusion detection.

Authors: Xu C Yang J Li P

Source: PloS one [PLoS One] 2025 Aug 29; Vol. 20 (8), pp. e0331065. Date of Electronic Publication: 2025 Aug 29 (Print Publication: 2025).

Publication Type: Evaluation Study; 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: Internet of Things* , Computer Security* , Convolutional Neural Networks* , Machine Learning*, Datasets as Topic

Development and evaluation of a convolutional neural network model for sex prediction using cephalometric radiographs and cranial photographs.

Authors: Handayani VW Margareth Amiatun Ruth MS Rulaningtyas R et al.

Source: BMC medical imaging [BMC Med Imaging] 2025 Aug 25; Vol. 25 (1), pp. 348. Date of Electronic Publication: 2025 Aug 25.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968553 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2342 (Electronic) Linking ISSN: 14712342 NLM ISO Abbreviation: BMC Med Imaging Subsets: MEDLINE

MeSH Terms: Cephalometry*/methods , Convolutional Neural Networks* , Sex Determination by Skeleton*/methods, Adolescent ; Adult ; Female ; Humans ; Male ; Young Adult ; Indonesia ; Neural Networks, Computer ; Photography ; Skull/diagnostic imaging ; Skull/anatomy & histology

Balancing Energy Consumption and Detection Accuracy in Cardiovascular Disease Diagnosis: A Spiking Neural Network-Based Approach with ECG and PCG Signals.

Authors: Ran G Wang Y Zhang H et al.

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2025 Aug 24; Vol. 25 (17). Date of Electronic Publication: 2025 Aug 24.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

MeSH Terms: Energy Metabolism* , Cardiovascular Diseases*/diagnosis , Cardiovascular Diseases*/metabolism , Electrocardiography* , Phonocardiography* , Convolutional Neural Networks*, Humans

Enhanced Generalizability of RNA Secondary Structure Prediction via Convolutional Block Attention Network and Ensemble Learning.

Authors: Lin H Hou D Li Z et al.

Source: Molecules (Basel, Switzerland) [Molecules] 2025 Aug 21; Vol. 30 (16). Date of Electronic Publication: 2025 Aug 21.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 100964009 Publication Model: Electronic Cited Medium: Internet ISSN: 1420-3049 (Electronic) Linking ISSN: 14203049 NLM ISO Abbreviation: Molecules Subsets: MEDLINE

MeSH Terms: RNA*/chemistry , Convolutional Neural Networks*, Algorithms ; Base Pairing ; Deep Learning ; Ensemble Learning ; Nucleic Acid Conformation ; Thermodynamics

A hybrid convolutional neural network model for dental age estimation using buccal alveolar bone level for Saudi children.

Authors: Mazloom Nezhad SM Mohd Faizal Abdullah ER Ibrahim N et al.

Source: BMC oral health [BMC Oral Health] 2025 Aug 16; Vol. 25 (1), pp. 1331. Date of Electronic Publication: 2025 Aug 16.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101088684 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6831 (Electronic) Linking ISSN: 14726831 NLM ISO Abbreviation: BMC Oral Health Subsets: MEDLINE

MeSH Terms: Age Determination by Teeth*/methods , Alveolar Process*/diagnostic imaging , Alveolar Process*/anatomy & histology , Convolutional Neural Networks*, Adolescent ; Child ; Child, Preschool ; Female ; Humans ; Male ; Machine Learning ; Mandible/diagnostic imaging ; Neural Networks, Computer ; Radiography, Panoramic ; Saudi Arabia

Improved U-Shaped Convolutional Neural Network with Convolutional Block Attention Module and Feature Fusion for Automated Segmentation of Fine Roots in Field Rhizotron Imagery.

Authors: Wang Y Lu F Huo C

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2025 Aug 11; Vol. 25 (16). Date of Electronic Publication: 2025 Aug 11.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

MeSH Terms: Convolutional Neural Networks* , Image Processing, Computer-Assisted*/methods , Larix*/anatomy & histology , Plant Roots*/anatomy & histology, Algorithms ; Deep Learning ; Neural Networks, Computer ; Soil/chemistry

LKDA-Net: Hierarchical transformer with large Kernel depthwise convolution attention for 3D medical image segmentation.

Authors: Li M Ma J Zhao J

Source: PloS one [PLoS One] 2025 Aug 08; Vol. 20 (8), pp. e0329806. Date of Electronic Publication: 2025 Aug 08 (Print Publication: 2025).

Publication Type: Evaluation Study; 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: Imaging, Three-Dimensional* , Image Interpretation, Computer-Assisted*/methods , Convolutional Neural Networks*, Datasets as Topic ; Humans