Search Results - "generative adversarial networks"

Controllable illumination invariant GAN for diverse temporally-consistent surgical video synthesis.

Authors: Chen L Hoque MI Min Z et al.

Source: Medical image analysis [Med Image Anal] 2025 Oct; Vol. 105, pp. 103731. Date of Electronic Publication: 2025 Jul 25.

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: Video Recording*/economics , Video Recording*/methods , Surgery, Computer-Assisted*/education , Surgery, Computer-Assisted*/methods , Lighting* , Generative Adversarial Networks* , Imaging, Three-Dimensional*/methods, Cost-Effectiveness Analysis ; Machine Learning ; Simulation Training/methods ; Humans

Real-time volumetric CBCT reconstruction using surface and X-ray imaging for image-guided radiotherapy.

Authors: Pan S Su V Peng J et al.

Source: Medical image analysis [Med Image Anal] 2025 Oct; Vol. 105, pp. 103694. Date of Electronic Publication: 2025 Jun 20.

Publication Type: Evaluation Study; 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: Cone-Beam Computed Tomography*/methods , Radiotherapy, Image-Guided*/methods , Neoplasms*/diagnostic imaging , Neoplasms*/radiotherapy , Radiotherapy Planning, Computer-Assisted*/methods , Four-Dimensional Computed Tomography*/methods , Generative Adversarial Networks*, Image Processing, Computer-Assisted ; Movement ; Models, Statistical ; Lung Neoplasms/diagnostic imaging ; Lung Neoplasms/radiotherapy ; Computer Simulation ; Humans

A comprehensive comparative study of generative adversarial network architectures for synthetic computed tomography generation in the abdomen.

Authors: Lapaeva M La Greca Saint-Esteven A Wallimann P et al.

Source: Medical physics [Med Phys] 2025 Aug; Vol. 52 (8), pp. e18038.

Publication Type: Journal Article; Comparative Study

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: Abdomen*/diagnostic imaging , Generative Adversarial Networks* , Image Processing, Computer-Assisted*/methods , Tomography, X-Ray Computed*/methods, Humans ; Magnetic Resonance Imaging ; Radiotherapy Planning, Computer-Assisted

Synthetic neurosurgical data generation with generative adversarial networks and large language models:an investigation on fidelity, utility, and privacy.

Authors: Barr AA Guo E Karmur BS et al.

Source: Neurosurgical focus [Neurosurg Focus] 2025 Jul 01; Vol. 59 (1), pp. E17.

Publication Type: Journal Article

Journal Info: Publisher: American Association of Neurological Surgeons Country of Publication: United States NLM ID: 100896471 Publication Model: Print Cited Medium: Internet ISSN: 1092-0684 (Electronic) Linking ISSN: 10920684 NLM ISO Abbreviation: Neurosurg Focus Subsets: MEDLINE

MeSH Terms: Generative Adversarial Networks* , Large Language Models* , Neurosurgical Procedures*/methods , Privacy*

De Novo Design of Multiple Microplastic-Binding Peptides with a Protein Language Model-Guided Generative Adversarial Network.

Authors: Wang S Bergman MT Hall CK et al.

Source: Journal of chemical information and modeling [J Chem Inf Model] 2025 Aug 25; Vol. 65 (16), pp. 8527-8537. Date of Electronic Publication: 2025 Aug 06.

Publication Type: Journal Article

Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 101230060 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1549-960X (Electronic) Linking ISSN: 15499596 NLM ISO Abbreviation: J Chem Inf Model Subsets: MEDLINE

MeSH Terms: Generative Adversarial Networks* , Microplastics*/chemistry , Microplastics*/metabolism , Peptides*/chemistry , Peptides*/metabolism

Prediction of OCT contours of short-term response to anti-VEGF treatment for diabetic macular edema using generative adversarial networks.

Authors: Yang X Xu F Yu H et al.

Source: Photodiagnosis and photodynamic therapy [Photodiagnosis Photodyn Ther] 2025 Apr; Vol. 52, pp. 104482. Date of Electronic Publication: 2025 Jan 17.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 101226123 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-1597 (Electronic) Linking ISSN: 15721000 NLM ISO Abbreviation: Photodiagnosis Photodyn Ther Subsets: MEDLINE

MeSH Terms: Angiogenesis Inhibitors*/therapeutic use , Diabetic Retinopathy*/drug therapy , Diabetic Retinopathy*/diagnostic imaging , Generative Adversarial Networks* , Macular Edema*/drug therapy , Macular Edema*/diagnostic imaging , Tomography, Optical Coherence*/methods , Vascular Endothelial Growth Factor A*/antagonists & inhibitors, Humans ; Prognosis

Reconstruction of missing data in transferred generative adversarial networks with small sample data.

Authors: He J Chen H Sheng Z

Source: PloS one [PLoS One] 2025 Jun 05; Vol. 20 (6), pp. e0322323. Date of Electronic Publication: 2025 Jun 05 (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: Generative Adversarial Networks*, Humans ; Algorithms ; Neural Networks, Computer ; Sample Size

High-fidelity in silico generation and augmentation of TCR repertoire data using generative adversarial networks.

Authors: Religa P Mickael ME Kubick N et al.

Source: Scientific reports [Sci Rep] 2025 May 26; Vol. 15 (1), pp. 18389. Date of Electronic Publication: 2025 May 26.

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: Generative Adversarial Networks* , Receptors, Antigen, T-Cell*/genetics , Receptors, Antigen, T-Cell*/chemistry, Humans ; Complementarity Determining Regions/genetics ; Complementarity Determining Regions/chemistry ; Computer Simulation

A generative adversarial network-based accurate masked face recognition model using dual scale adaptive efficient attention network.

Authors: Alzubi JA Pokkuluri KS Arunachalam R et al.

Source: Scientific reports [Sci Rep] 2025 May 21; Vol. 15 (1), pp. 17594. Date of Electronic Publication: 2025 May 21.

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: Automated Facial Recognition*/methods , Biometric Identification*/methods , Face*/anatomy & histology , Facial Recognition* , Generative Adversarial Networks*, Humans ; Deep Learning ; Image Processing, Computer-Assisted/methods ; Masks ; Neural Networks, Computer

A machine learning approach to real-time calculation of joint angles during walking and running using self-placed inertial measurement units.

Authors: Ackland DC Fang Z Senanayake D

Source: Gait & posture [Gait Posture] 2025 May; Vol. 118, pp. 85-91. Date of Electronic Publication: 2025 Jan 26.

Publication Type: Evaluation Study; Journal Article

Journal Info: Publisher: Elsevier Sciencem Country of Publication: England NLM ID: 9416830 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2219 (Electronic) Linking ISSN: 09666362 NLM ISO Abbreviation: Gait Posture Subsets: MEDLINE

MeSH Terms: Machine Learning* , Generative Adversarial Networks* , Lower Extremity*/anatomy & histology , Lower Extremity*/physiology , Joints*/anatomy & histology , Joints*/physiology , Gait Analysis*/instrumentation , Gait Analysis*/methods, Walking/physiology ; Running/physiology ; Wearable Electronic Devices ; Walking Speed/physiology ; Healthy Volunteers ; Movement/physiology ; Humans ; Male ; Female ; Adult

Generative adversarial network integrated with metabolomics identifies potential biomarkers related to quality changes of atemoya (Annona cherimola × Annona squamosa) stored at 10 and 25 °C.

Authors: Zhang R Zhong Y Wang D et al.

Source: Food chemistry [Food Chem] 2025 Apr 01; Vol. 470, pp. 142679. Date of Electronic Publication: 2024 Dec 31.

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: Annona*/chemistry , Annona*/metabolism , Biomarkers*/metabolism , Biomarkers*/analysis , Fruit*/chemistry , Fruit*/metabolism , Generative Adversarial Networks* , Metabolomics*/methods, Food Storage ; Temperature

Skeleton Reconstruction Using Generative Adversarial Networks for Human Activity Recognition Under Occlusion.

Authors: Vernikos I Spyrou E

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2025 Mar 04; Vol. 25 (5). Date of Electronic Publication: 2025 Mar 04.

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: Generative Adversarial Networks* , Human Activities* , Image Processing, Computer-Assisted*/methods , Pattern Recognition, Automated*/methods , Skeleton*, Humans ; Algorithms ; Imaging, Three-Dimensional/methods ; Neural Networks, Computer

Hybrid generative adversarial network based on frequency and spatial domain for histopathological image synthesis.

Authors: Liu Q Zhou T Cheng C et al.

Source: BMC bioinformatics [BMC Bioinformatics] 2025 Jan 27; Vol. 26 (1), pp. 29. Date of Electronic Publication: 2025 Jan 27.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100965194 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2105 (Electronic) Linking ISSN: 14712105 NLM ISO Abbreviation: BMC Bioinformatics Subsets: MEDLINE

MeSH Terms: Generative Adversarial Networks* , Image Processing, Computer-Assisted*/methods, Humans ; Algorithms ; Deep Learning ; Neural Networks, Computer

Diffusion MRI GAN synthesizing fibre orientation distribution data using generative adversarial networks.

Authors: Vellmer S Aydogan DB Roine T et al.

Source: Communications biology [Commun Biol] 2025 Mar 28; Vol. 8 (1), pp. 512. Date of Electronic Publication: 2025 Mar 28.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group UK Country of Publication: England NLM ID: 101719179 Publication Model: Electronic Cited Medium: Internet ISSN: 2399-3642 (Electronic) Linking ISSN: 23993642 NLM ISO Abbreviation: Commun Biol Subsets: MEDLINE

MeSH Terms: Brain*/diagnostic imaging , Diffusion Magnetic Resonance Imaging*/methods , Generative Adversarial Networks*, Humans ; Connectome/methods ; Image Processing, Computer-Assisted/methods ; Machine Learning ; Neural Networks, Computer

Multimodal medical image fusion combining saliency perception and generative adversarial network.

Authors: Albekairi M Mohamed MVO Kaaniche K et al.

Source: Scientific reports [Sci Rep] 2025 Mar 27; Vol. 15 (1), pp. 10609. Date of Electronic Publication: 2025 Mar 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: Generative Adversarial Networks* , Image Processing, Computer-Assisted*/methods , Multimodal Imaging*/methods, Humans ; Algorithms ; Deep Learning ; Neural Networks, Computer

Semi-supervised dual generative adversarial network for low-dose CT artifact suppression.

Authors: Hong S Ren H Zhang X et al.

Source: Optics express [Opt Express] 2025 Mar 10; Vol. 33 (5), pp. 9715-9732.

Publication Type: Journal Article

Journal Info: Publisher: Optica Publishing Group Country of Publication: United States NLM ID: 101137103 Publication Model: Print Cited Medium: Internet ISSN: 1094-4087 (Electronic) Linking ISSN: 10944087 NLM ISO Abbreviation: Opt Express Subsets: MEDLINE

MeSH Terms: Artifacts* , Generative Adversarial Networks* , Image Processing, Computer-Assisted*/methods , Neural Networks, Computer* , Tomography, X-Ray Computed*/methods, Humans ; Algorithms ; Deep Learning ; Radiation Dosage ; Signal-To-Noise Ratio ; Supervised Machine Learning

Corneal Layer Segmentation in Healthy and Pathological Eyes: A Joint Super-Resolution Generative Adversarial Network and Adaptive Graph Theory Approach.

Authors: Win KY Fai JWH Ying WQ et al.

Source: Translational vision science & technology [Transl Vis Sci Technol] 2025 Mar 03; Vol. 14 (3), pp. 19.

Publication Type: Journal Article

Journal Info: Publisher: Association for Research in Vision and Ophthalmology Country of Publication: United States NLM ID: 101595919 Publication Model: Print Cited Medium: Internet ISSN: 2164-2591 (Electronic) Linking ISSN: 21642591 NLM ISO Abbreviation: Transl Vis Sci Technol Subsets: MEDLINE

MeSH Terms: Cornea*/diagnostic imaging , Cornea*/pathology , Fuchs' Endothelial Dystrophy*/diagnostic imaging , Fuchs' Endothelial Dystrophy*/surgery , Fuchs' Endothelial Dystrophy*/pathology , Generative Adversarial Networks* , Tomography, Optical Coherence*/methods, Aged ; Female ; Humans ; Male ; Middle Aged ; Descemet Membrane/diagnostic imaging ; Descemet Stripping Endothelial Keratoplasty ; Reproducibility of Results

Research of orthodontic soft tissue profile prediction based on conditional generative adversarial networks.

Authors: Gong B Chang Q Shi T et al.

Source: Journal of dentistry [J Dent] 2025 Mar; Vol. 154, pp. 105570. Date of Electronic Publication: 2025 Jan 24.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 0354422 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-176X (Electronic) Linking ISSN: 03005712 NLM ISO Abbreviation: J Dent Subsets: MEDLINE

MeSH Terms: Cephalometry*/methods , Face*/diagnostic imaging , Face*/anatomy & histology , Generative Adversarial Networks* , Orthodontics, Corrective*, Adult ; Female ; Humans ; Male ; Young Adult ; Anatomic Landmarks/diagnostic imaging ; Deep Learning ; Neural Networks, Computer

Patch-based feature mapping with generative adversarial networks for auxiliary hip fracture detection.

Authors: Chung SL Cheng CT Liao CH et al.

Source: Computers in biology and medicine [Comput Biol Med] 2025 Mar; Vol. 186, pp. 109627. Date of Electronic Publication: 2025 Jan 10.

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: Generative Adversarial Networks* , Hip Fractures*/diagnostic imaging , Radiographic Image Interpretation, Computer-Assisted*/methods, Aged ; Female ; Humans ; Male

Simulation training in mammography with AI-generated images: a multireader study.

Authors: Rangarajan K Manivannan VV Singh H et al.

Source: European radiology [Eur Radiol] 2025 Feb; Vol. 35 (2), pp. 562-571. Date of Electronic Publication: 2024 Aug 12.

Publication Type: Journal Article; Randomized Controlled Trial

Journal Info: Publisher: Springer International Country of Publication: Germany NLM ID: 9114774 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1084 (Electronic) Linking ISSN: 09387994 NLM ISO Abbreviation: Eur Radiol Subsets: MEDLINE

MeSH Terms: Breast Neoplasms*/diagnostic imaging , Mammography*/methods , Simulation Training*/methods , Generative Adversarial Networks*, Female ; Humans ; Artificial Intelligence ; Clinical Competence ; Internship and Residency ; Radiology/education