Search Results - "Deep Learning"

Classification of cotton leaf disease using YOLOv8 based k-fold cross validation deep learning method for precision agriculture.

Authors: Joshi K Yadav Y Hooda S et al.

Source: Scientific reports [Sci Rep] 2025 Oct 13; Vol. 15 (1), pp. 35602. Date of Electronic Publication: 2025 Oct 13.

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: Gossypium*/microbiology , Gossypium*/growth & development , Deep Learning* , Plant Diseases*/classification , Agriculture*/methods, Plant Leaves/microbiology

Food defect detection technologies based on deep learning and prospects in detection of unsound wheat kernels.

Authors: Wang R Zhao Z Sun Y et al.

Source: Food chemistry [Food Chem] 2025 Dec 25; Vol. 496 (Pt 3), pp. 146910. Date of Electronic Publication: 2025 Nov 02.

Publication Type: Journal Article; Review

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: Triticum*/chemistry , Deep Learning* , Seeds*/chemistry, Flour/analysis

Deep learning-based detection of depression by fusing auditory, visual and textual clues.

Authors: Xu C Chen Y Tao Y et al.

Source: Journal of affective disorders [J Affect Disord] 2025 Dec 15; Vol. 391, pp. 119860. Date of Electronic Publication: 2025 Jul 16.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier/North-Holland Biomedical Press Country of Publication: Netherlands NLM ID: 7906073 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1573-2517 (Electronic) Linking ISSN: 01650327 NLM ISO Abbreviation: J Affect Disord Subsets: MEDLINE

MeSH Terms: Deep Learning* , Depression*/diagnosis , Depressive Disorder*/diagnosis, Humans ; Female ; Male ; Adult ; Middle Aged

HPDAF: A practical tool for predicting drug-target binding affinity using multimodal features.

Authors: Gong A Yu B Zhang L et al.

Source: European journal of medicinal chemistry [Eur J Med Chem] 2025 Dec 15; Vol. 300, pp. 118153. Date of Electronic Publication: 2025 Sep 08.

Publication Type: Journal Article

Journal Info: Publisher: Editions Scientifiques Elsevier Country of Publication: France NLM ID: 0420510 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1768-3254 (Electronic) Linking ISSN: 02235234 NLM ISO Abbreviation: Eur J Med Chem Subsets: MEDLINE

MeSH Terms: Deep Learning* , Proteins*/chemistry , Proteins*/metabolism , Drug Discovery*, Binding Sites ; Humans ; Pharmaceutical Preparations/chemistry ; Pharmaceutical Preparations/metabolism ; Protein Binding ; Drug Design ; Molecular Structure

Automated coronary artery segmentation / tissue characterization and detection of lipid-rich plaque: An integrated backscatter intravascular ultrasound study.

Authors: Masuda Y Takeshita R Tsujimoto A et al.

Source: International journal of cardiology [Int J Cardiol] 2025 Dec 15; Vol. 441, pp. 133744. Date of Electronic Publication: 2025 Aug 08.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 8200291 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1874-1754 (Electronic) Linking ISSN: 01675273 NLM ISO Abbreviation: Int J Cardiol Subsets: MEDLINE

MeSH Terms: Ultrasonography, Interventional*/methods , Plaque, Atherosclerotic*/diagnostic imaging , Plaque, Atherosclerotic*/metabolism , Plaque, Atherosclerotic*/surgery , Coronary Vessels*/diagnostic imaging , Coronary Vessels*/metabolism , Coronary Artery Disease*/diagnostic imaging , Coronary Artery Disease*/surgery , Deep Learning* , Lipids*/analysis, Humans ; Male ; Female ; Middle Aged ; Aged ; Feasibility Studies

TRI-PLAN: A deep learning-based automated assessment framework for right heart assessment in transcatheter tricuspid valve replacement planning.

Authors: Yang T Wang Y Zhu G et al.

Source: International journal of cardiology [Int J Cardiol] 2025 Dec 15; Vol. 441, pp. 133732. Date of Electronic Publication: 2025 Aug 06.

Publication Type: Journal Article; Multicenter Study

Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 8200291 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1874-1754 (Electronic) Linking ISSN: 01675273 NLM ISO Abbreviation: Int J Cardiol Subsets: MEDLINE

MeSH Terms: Deep Learning* , Tricuspid Valve Insufficiency*/surgery , Tricuspid Valve Insufficiency*/diagnostic imaging , Tricuspid Valve Insufficiency*/physiopathology , Tricuspid Valve*/diagnostic imaging , Tricuspid Valve*/surgery , Heart Valve Prosthesis Implantation*/methods, Humans ; Male ; Female ; Retrospective Studies ; Middle Aged ; Aged ; Computed Tomography Angiography/methods ; Cardiac Catheterization/methods ; Cohort Studies

Radiological Image and Text-Based Medical Concept Detection in Social Networks Using Hybrid Deep Learning.

Authors: Bayrakdar S Yucedag I

Source: Journal of medical systems [J Med Syst] 2025 Dec 05; Vol. 49 (1), pp. 178. Date of Electronic Publication: 2025 Dec 05.

Publication Type: Journal Article

Journal Info: Publisher: Kluwer Academic/Plenum Publishers Country of Publication: United States NLM ID: 7806056 Publication Model: Electronic Cited Medium: Internet ISSN: 1573-689X (Electronic) Linking ISSN: 01485598 NLM ISO Abbreviation: J Med Syst Subsets: MEDLINE

MeSH Terms: Deep Learning* , Social Networking*, Humans ; Neural Networks, Computer ; Unified Medical Language System ; Social Media

Uncertainty quantification enables reliable deep learning for protein-ligand binding affinity prediction.

Authors: Rayka M Naghavi SS

Source: Scientific reports [Sci Rep] 2025 Dec 04; Vol. 15 (1), pp. 43156. Date of Electronic Publication: 2025 Dec 04.

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: Deep Learning* , Proteins*/metabolism , Proteins*/chemistry, Ligands ; Uncertainty ; Protein Binding ; Neural Networks, Computer ; Bayes Theorem ; Algorithms ; Drug Design

ECG-based deep learning for chronic kidney disease detection and cardiovascular risk prediction.

Authors: Tsai PH Lee SY Wei CH et al.

Source: BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2025 Dec 03; Vol. 25 (1), pp. 439. Date of Electronic Publication: 2025 Dec 03.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947 (Electronic) Linking ISSN: 14726947 NLM ISO Abbreviation: BMC Med Inform Decis Mak Subsets: MEDLINE

MeSH Terms: Renal Insufficiency, Chronic*/diagnosis , Deep Learning* , Electrocardiography*/methods , Cardiovascular Diseases*/diagnosis , Cardiovascular Diseases*/epidemiology , Cardiovascular Diseases*/etiology, Humans ; Female ; Male ; Middle Aged ; Aged ; Risk Assessment/methods

DeepTargetClass: a web-based platform for predicting protein target classes of small molecules.

Authors: Ouassaf M Alhatlani BY

Source: Journal of computer-aided molecular design [J Comput Aided Mol Des] 2025 Dec 03; Vol. 40 (1), pp. 11. Date of Electronic Publication: 2025 Dec 03.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: Netherlands NLM ID: 8710425 Publication Model: Electronic Cited Medium: Internet ISSN: 1573-4951 (Electronic) Linking ISSN: 0920654X NLM ISO Abbreviation: J Comput Aided Mol Des Subsets: MEDLINE

MeSH Terms: Drug Discovery*/methods , Small Molecule Libraries*/chemistry , Small Molecule Libraries*/pharmacology , Deep Learning* , Proteins*/chemistry, Internet ; Receptors, G-Protein-Coupled/chemistry ; Receptors, G-Protein-Coupled/antagonists & inhibitors ; Ligands ; Humans ; Receptors, Cytoplasmic and Nuclear/chemistry ; Receptors, Cytoplasmic and Nuclear/antagonists & inhibitors

Towards real-time non-invasive detection of hyperlipidemia through finger pulse image analysis using deep learning.

Authors: Gunathilaka H Rajapaksha R Kumarika T et al.

Source: Biomedical physics & engineering express [Biomed Phys Eng Express] 2025 Dec 03; Vol. 12 (1). Date of Electronic Publication: 2025 Dec 03.

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: Hyperlipidemias*/diagnosis , Hyperlipidemias*/diagnostic imaging , Deep Learning* , Fingers*/blood supply , Image Processing, Computer-Assisted*/methods , Pulse Wave Analysis*/methods, Humans ; Male ; Female ; Neural Networks, Computer ; Middle Aged ; Adult ; Aged ; Algorithms

PSMA PET Evaluation with a Deep Learning Platform Compared with a Standard Image Viewer and Histopathology.

Authors: Koehler D Shenas F Sauer M et al.

Source: Journal of nuclear medicine : official publication, Society of Nuclear Medicine [J Nucl Med] 2025 Dec 03; Vol. 66 (12), pp. 2014-2019. Date of Electronic Publication: 2025 Dec 03.

Publication Type: Journal Article; Comparative Study

Journal Info: Publisher: Society of Nuclear Medicine Country of Publication: United States NLM ID: 0217410 Publication Model: Electronic Cited Medium: Internet ISSN: 1535-5667 (Electronic) Linking ISSN: 01615505 NLM ISO Abbreviation: J Nucl Med Subsets: MEDLINE

MeSH Terms: Deep Learning* , Positron Emission Tomography Computed Tomography*/methods , Prostatic Neoplasms*/diagnostic imaging , Prostatic Neoplasms*/pathology , Prostatic Neoplasms*/metabolism , Prostatic Neoplasms*/surgery , Glutamate Carboxypeptidase II*/metabolism , Antigens, Surface*/metabolism , Image Processing, Computer-Assisted*/methods, Humans ; Male ; Aged ; Middle Aged ; Retrospective Studies ; Reproducibility of Results ; Gallium Radioisotopes

Deep-learning prediction of breast cancer hormone receptor status from CEM: a preliminary study.

Authors: Carriero A Albera M Meloni T et al.

Source: European radiology experimental [Eur Radiol Exp] 2025 Dec 02; Vol. 9 (1), pp. 116. Date of Electronic Publication: 2025 Dec 02.

Publication Type: Journal Article

Journal Info: Publisher: SpringerOpen Country of Publication: England NLM ID: 101721752 Publication Model: Electronic Cited Medium: Internet ISSN: 2509-9280 (Electronic) Linking ISSN: 25099280 NLM ISO Abbreviation: Eur Radiol Exp Subsets: MEDLINE

MeSH Terms: Breast Neoplasms*/diagnostic imaging , Breast Neoplasms*/metabolism , Deep Learning* , Mammography*/methods , Receptors, Progesterone*/metabolism , Receptors, Estrogen*/metabolism, Humans ; Female ; Retrospective Studies ; Middle Aged ; Contrast Media ; Aged ; Adult

Light-field deep learning enables high-throughput, scattering-mitigated calcium imaging.

Authors: Howe CL Zhao KLY Verinaz-Jadan H et al.

Source: Proceedings of the National Academy of Sciences of the United States of America [Proc Natl Acad Sci U S A] 2025 Dec 02; Vol. 122 (48), pp. e2510337122. Date of Electronic Publication: 2025 Nov 25.

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: Deep Learning* , Calcium*/metabolism, Animals ; Neurons/metabolism ; Mice ; Neocortex/diagnostic imaging ; Neocortex/metabolism ; Image Processing, Computer-Assisted/methods ; Signal-To-Noise Ratio

An end-to-end deep learning method for reconstructing SMS-PI accelerated musculoskeletal MRI.

Authors: Mostapha M Koerzdoerfer G Raithel E et al.

Source: Medical physics [Med Phys] 2025 Dec; Vol. 52 (12), pp. e70178.

Publication Type: Journal Article

Journal Info: Publisher: John Wiley and Sons, Inc Country of Publication: United States NLM ID: 0425746 Publication Model: Print Cited Medium: Internet ISSN: 2473-4209 (Electronic) Linking ISSN: 00942405 NLM ISO Abbreviation: Med Phys Subsets: MEDLINE

MeSH Terms: Deep Learning* , Magnetic Resonance Imaging*/methods , Image Processing, Computer-Assisted*/methods , Musculoskeletal System*/diagnostic imaging, Humans ; Signal-To-Noise Ratio

ISENet: a deep learning model for detecting ischemic ST changes in long-term ECG monitoring.

Authors: Lin CC Yeh CY Lin JH

Source: Medical & biological engineering & computing [Med Biol Eng Comput] 2025 Dec; Vol. 63 (12), pp. 3589-3609. Date of Electronic Publication: 2025 Jul 19.

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: Deep Learning* , Electrocardiography*/methods , Myocardial Ischemia*/diagnosis , Myocardial Ischemia*/physiopathology, Humans ; Signal Processing, Computer-Assisted ; Neural Networks, Computer ; Databases, Factual ; Algorithms ; Heart Rate/physiology

Enhancing prediction accuracy for muscle invasion in bladder cancer using a dual-energy CT-based interpretable model incorporating habitat radiomics and deep learning.

Authors: Du C Wei W Hu M et al.

Source: BMC cancer [BMC Cancer] 2025 Dec 01; Vol. 25 (1), pp. 1842. Date of Electronic Publication: 2025 Dec 01.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100967800 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2407 (Electronic) Linking ISSN: 14712407 NLM ISO Abbreviation: BMC Cancer Subsets: MEDLINE

MeSH Terms: Urinary Bladder Neoplasms*/pathology , Urinary Bladder Neoplasms*/diagnostic imaging , Urinary Bladder Neoplasms*/surgery , Tomography, X-Ray Computed*/methods , Deep Learning*, Humans ; Male ; Female ; Retrospective Studies ; Middle Aged ; Aged ; Neoplasm Invasiveness/diagnostic imaging ; ROC Curve ; Aged, 80 and over ; Radiomics

Hybrid deep learning reconstruction for fast four-dimensional cone beam computed tomography in small animal imaging.

Authors: Han Y Yuan Z Huang Y et al.

Source: Medical physics [Med Phys] 2025 Dec; Vol. 52 (12), pp. e70092.

Publication Type: Journal Article

Journal Info: Publisher: John Wiley and Sons, Inc Country of Publication: United States NLM ID: 0425746 Publication Model: Print Cited Medium: Internet ISSN: 2473-4209 (Electronic) Linking ISSN: 00942405 NLM ISO Abbreviation: Med Phys Subsets: MEDLINE

MeSH Terms: Deep Learning* , Cone-Beam Computed Tomography*/methods , Image Processing, Computer-Assisted*/methods , Four-Dimensional Computed Tomography*/methods, Animals ; Mice ; Time Factors ; Artifacts

Development and evaluation of deep learning models for estimating the organ at-risk dose constraint from two-dimensional cine magnetic resonance imaging scans during irradiation.

Authors: Tanaka S Kadoya N Lee W et al.

Source: Journal of applied clinical medical physics [J Appl Clin Med Phys] 2025 Dec; Vol. 26 (12), pp. e70403.

Publication Type: Journal Article; Evaluation Study

Journal Info: Publisher: Wiley on behalf of American Association of Physicists in Medicine Country of Publication: United States NLM ID: 101089176 Publication Model: Print Cited Medium: Internet ISSN: 1526-9914 (Electronic) Linking ISSN: 15269914 NLM ISO Abbreviation: J Appl Clin Med Phys Subsets: MEDLINE

MeSH Terms: Deep Learning* , Prostatic Neoplasms*/radiotherapy , Prostatic Neoplasms*/diagnostic imaging , Organs at Risk*/radiation effects , Organs at Risk*/diagnostic imaging , Magnetic Resonance Imaging, Cine*/methods , Radiotherapy Planning, Computer-Assisted*/methods , Urinary Bladder*/radiation effects , Urinary Bladder*/diagnostic imaging , Image Processing, Computer-Assisted*/methods, Humans ; Male ; Radiotherapy Dosage ; Radiotherapy, Intensity-Modulated/methods ; Particle Accelerators ; Aged

Enhanced difference ghost shuffle U-Net: A hybrid Monte Carlo deep learning denoiser for boron neutron capture therapy dose calculation.

Authors: Wang X Wei M Wang Y et al.

Source: Medical physics [Med Phys] 2025 Dec; Vol. 52 (12), pp. e70100.

Publication Type: Journal Article

Journal Info: Publisher: John Wiley and Sons, Inc Country of Publication: United States NLM ID: 0425746 Publication Model: Print Cited Medium: Internet ISSN: 2473-4209 (Electronic) Linking ISSN: 00942405 NLM ISO Abbreviation: Med Phys Subsets: MEDLINE

MeSH Terms: Monte Carlo Method* , Boron Neutron Capture Therapy* , Deep Learning* , Radiotherapy Planning, Computer-Assisted*/methods , Radiation Dosage* , Signal-To-Noise Ratio*, Radiotherapy Dosage ; Humans ; Phantoms, Imaging