Search Results - "Generative adversarial networks"

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

Yang X; Department of Ophthalmology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, PR China., Xu F; Department of Ophthalmology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, PR China., Yu H; Department of Ophthalmology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, PR China., Li Z; Ningbo Eye Hospital, Wenzhou Medical University, Ningbo, PR China., Yu X; Department of Ophthalmology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, PR China., Li Z; Department of Ophthalmology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, PR China., Zhang L; Department of Ophthalmology, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China., Liu J; Department of Endocrinology, People's Hospital of Zoucheng, Jining, PR China., Wang S; Zibo Central Hospital, Binzhou Medical University, Zibo, Shandong province, PR China., Liu S; School of computer science, Guangdong Polytechnic Normal University, Guangzhou, PR China. Electronic address: 149265005@qq.com., Hong J; School of Medical Information Engineering, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, PR China. Electronic address: hjm@gzucm.edu.cn., Li J; Department of Ophthalmology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, PR China. Electronic address: 18560087118@163.com.

Journal Article , 2025

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

He J; College of Engineering, Shandong Xiehe University, Shandong, China., Chen H; China Railway Engineering Equipment Group Co. Ltd, Zhengzhou, Henan, China., Sheng Z; College of Engineering, Shandong Xiehe University, Shandong, China.

Journal Article , 2025

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

Alzubi JA; Faculty of Engineering, Al-Balqa Applied University, Salt, 19117, Jordan., Pokkuluri KS; Department of Computer Science and Engineering, Shri Vishnu Engineering College for Women, Bhimavaram, Andhra Pradesh, 534202, India., Arunachalam R; Department of Electronics and Communication Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Thandalam, Chennai, Tamil Nadu, 602105, India., Shukla SK; Department of Computer Science and Engineering , Amity School of Engineering and Technology, Amity University, Noida, Uttar Pradesh, India., Venugopal S; Department of Information Technology, Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India. sumanth.v@manipal.edu., Arunachalam K; Department of Electronics and Communication Engineering, P.T. Lee Chengalvaraya Naicker College of Engineering and Technology, Oovery, Kanchipuram, Tamil Nadu, India.

Journal Article , 2025

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

Ackland DC; Department of Biomedical Engineering, University of Melbourne, Parkville, VIC 3010, Australia. Electronic address: dackland@unimelb.edu.au., Fang Z; Department of Biomedical Engineering, University of Melbourne, Parkville, VIC 3010, Australia., Senanayake D; Department of Biomedical Engineering, University of Melbourne, Parkville, VIC 3010, Australia.

Evaluation Study; Journal Article , 2025

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.

Zhang R; Department of Food Science and Technology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China., Zhong Y; Department of Food Science and Technology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China., Wang D; Department of Food Science and Technology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China., Gong L; South China Botanical Garden, Chinese Academy of Sciences, 723 Xingke Road, Guangzhou, Guangdong 510650, China., Yang L; School of Big Data, Yunnan Agricultural University, 95 Jinhei Road, Kunming 650201, China., Guo F; Yunnan Zhedian Agriculture Development Company Limited, Chuxiong, Yunnan 651300, China., Zhou G; Yunnan Zhedian Agriculture Development Company Limited, Chuxiong, Yunnan 651300, China., Deng Y; Department of Food Science and Technology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China. Electronic address: y_deng@sjtu.edu.cn.

Journal Article; Evaluation Study , 2025

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

Vernikos I; Department of Informatics and Telecommunications, University of Thessaly, 35100 Lamia, Greece., Spyrou E; Department of Informatics and Telecommunications, University of Thessaly, 35100 Lamia, Greece.

Journal Article , 2025

Generative adversarial networks with fully connected layers to denoise PPG signals.

Avila Castro IA; Optics and Photonics Group and Centre for Healthcare Technologies, University of Nottingham, Nottingham, United Kingdom., Oliveira HP; Faculty of Science, University of Porto and Institute for Systems and Computer Engineering, Technology and Science (INESC TEC), Porto, Portugal.; Institute for Systems and Computer Engineering, Technology and Science (INESC TEC), Porto, Portugal., Correia R; Optics and Photonics Group and Centre for Healthcare Technologies, University of Nottingham, Nottingham, United Kingdom., Hayes-Gill B; Optics and Photonics Group and Centre for Healthcare Technologies, University of Nottingham, Nottingham, United Kingdom., Morgan SP; Optics and Photonics Group and Centre for Healthcare Technologies, University of Nottingham, Nottingham, United Kingdom., Korposh S; Optics and Photonics Group and Centre for Healthcare Technologies, University of Nottingham, Nottingham, United Kingdom., Gomez D; Optics and Photonics Group and Centre for Healthcare Technologies, University of Nottingham, Nottingham, United Kingdom., Pereira T; Faculty of Science and Technology, University of Coimbra, Coimbra, Portugal.; Institute for Systems and Computer Engineering, Technology and Science (INESC TEC), Porto, Portugal.

Journal Article , 2025

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

Liu Q; Centre for Big Data Research in Health, University of New South Wales, Sydney, Australia., Zhou T; Department of Respiratory and Critical Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, China., Cheng C; School of Computer Science and Engineering, University of New South Wales, Sydney, Australia., Ma J; Faculty of Engineering, The University of Sydney, Sydney, Australia., Hoque Tania M; Centre for Big Data Research in Health, University of New South Wales, Sydney, Australia. m.hoque_tania@unsw.edu.au.

Journal Article , 2025

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

Vellmer S; Department of Neurosurgery, Charité Universitätsmedizin Berlin, Berlin, Germany. sebastian.vellmer@charite.de.; Cluster of Excellence, Matters of Activity, Image Space Material, Berlin, Germany. sebastian.vellmer@charite.de., Aydogan DB; A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland.; Department of Neuroscience and Biomedical Engineering, Aalto University School of Science, Espoo, Finland., Roine T; Department of Neuroscience and Biomedical Engineering, Aalto University School of Science, Espoo, Finland., Cacciola A; Brain Mapping Lab, Department of Biomedical, Dental Sciences and Morphological and Functional Images, University of Messina, Messina, Italy., Picht T; Department of Neurosurgery, Charité Universitätsmedizin Berlin, Berlin, Germany.; Cluster of Excellence, Matters of Activity, Image Space Material, Berlin, Germany., Fekonja LS; Department of Neurosurgery, Charité Universitätsmedizin Berlin, Berlin, Germany. lucius.fekonja@charite.de.; Cluster of Excellence, Matters of Activity, Image Space Material, Berlin, Germany. lucius.fekonja@charite.de.

Journal Article , 2025

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

Albekairi M; Department of Electrical Engineering, College of Engineering, Jouf University, Sakakah, 72388, Saudi Arabia., Mohamed MVO; Department of Computer Engineering and Networks, College of Computer and Information Sciences, Jouf University, Sakakah, 72388, Saudi Arabia., Kaaniche K; Department of Electrical Engineering, College of Engineering, Jouf University, Sakakah, 72388, Saudi Arabia. kkaaniche@ju.edu.sa., Abbas G; School of Electrical Engineering, Southeast University, Nanjing, 210096, China. lashariabbas@seu.edu.cn., Alanazi MD; Department of Electrical Engineering, College of Engineering, Jouf University, Sakakah, 72388, Saudi Arabia., Alanazi TM; Department of Electrical Engineering, College of Engineering, University of Hafr Al Batin, Hafr Al Batin, 39524, Saudi Arabia., Emara A; Department of Electrical Engineering, University of Business and Technology, Jeddah, 21432, Saudi Arabia.; Department of Engineering Mathematics, and Physics, Faculty of Engineering, Alexandria University, Alexandria, 21544, Egypt.

Journal Article , 2025

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

Win KY; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.; SERI-NTU Advanced Ocular Engineering (STANCE) Program, Singapore, Singapore., Fai JWH; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore., Ying WQ; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore., Qi CCS; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore., Chua J; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore., Wong D; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.; SERI-NTU Advanced Ocular Engineering (STANCE) Program, Singapore, Singapore.; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore., Ang M; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore., Schmetterer L; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.; SERI-NTU Advanced Ocular Engineering (STANCE) Program, Singapore, Singapore.; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore.; School of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University, Singapore, Singapore.; Centre for Medical Physics and Biomedical Engineering, Medical University of Vienna, Vienna, Austria.; Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria.; Institute of Molecular and Clinical Ophthalmology, Basel, Switzerland.; Fondation Ophtalmologique Adolphe De Rothschild, Paris, France., Tan B; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.; SERI-NTU Advanced Ocular Engineering (STANCE) Program, Singapore, Singapore.; Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore.

Journal Article , 2025

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

Chung SL; Institute of Biomedical Informatics, National Yang Ming Chiao Tung University, Taipei, Taiwan., Cheng CT; Department of Trauma and Emergency Surgery, Chang Gung Memorial Hospital, Linkou, Chang Gung University, Taoyuan, Taiwan., Liao CH; Department of Trauma and Emergency Surgery, Chang Gung Memorial Hospital, Linkou, Chang Gung University, Taoyuan, Taiwan., Chung IF; Institute of Biomedical Informatics, National Yang Ming Chiao Tung University, Taipei, Taiwan. Electronic address: ifchung@nycu.edu.tw.

Journal Article , 2025

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

Gong B; Department of Orthodontics, School of Stomatology, Capital Medical University, Beijing 100070, China., Chang Q; Department of Orthodontics, School of Stomatology, Capital Medical University, Beijing 100070, China., Shi T; LargeV Instrument Corp., Ltd., Beijing 100192, China., Wang S; Department of Orthodontics, School of Stomatology, Capital Medical University, Beijing 100070, China., Wang Y; Department of Engineering Physics, Tsinghua University, Beijing 100084, China; LargeV Instrument Corp., Ltd., Beijing 100192, China., Zuo F; LargeV Instrument Corp., Ltd., Beijing 100192, China., Xie X; Department of Orthodontics, School of Stomatology, Capital Medical University, Beijing 100070, China. Electronic address: dentistxxj@mail.ccmu.edu.cn., Bai Y; Department of Orthodontics, School of Stomatology, Capital Medical University, Beijing 100070, China. Electronic address: byuxing@ccmu.edu.cn.

Journal Article , 2025

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

Rangarajan K; AIIMS New Delhi, Delhi, India. krithikarangarajan86@gmail.com.; IIT Delhi, Delhi, India. krithikarangarajan86@gmail.com., Manivannan VV; IIT Delhi, Delhi, India., Singh H; AIIMS New Delhi, Delhi, India., Gupta A; AIIMS New Delhi, Delhi, India., Maheshwari H; IIT Delhi, Delhi, India., Gogoi R; IIT Delhi, Delhi, India., Gogoi D; IIT Delhi, Delhi, India., Das RJ; IIT Delhi, Delhi, India., Hari S; AIIMS New Delhi, Delhi, India., Vyas S; AIIMS New Delhi, Delhi, India., Sharma R; AIIMS New Delhi, Delhi, India., Pandey S; AIIMS New Delhi, Delhi, India., Seenu V; AIIMS New Delhi, Delhi, India., Banerjee S; IIT Delhi, Delhi, India.; Ashoka University, Sonipat, India., Namboodiri V; IIT Kanpur, Kanpur, India.; University of Bath, Bath, UK., Arora C; IIT Delhi, Delhi, India.

Journal Article; Randomized Controlled Trial , 2025

Improving functional correlation of quantification of interstitial lung disease by reducing the vendor difference of CT using generative adversarial network (GAN) style conversion.

Choe J; Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea., Hwang HJ; Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea. Electronic address: umttette@hanmail.net., Kim MS; Department of Radiology, Seoul National University Bundang Hospital, Seongnam-si, Republic of Korea., Ye JC; Bio Imaging, Signal Processing, and Learning Lab., Korea Adv. Inst. of Science and Technology (KAIST), Daejeon, Republic of Korea., Oh G; Bio Imaging, Signal Processing, and Learning Lab., Korea Adv. Inst. of Science and Technology (KAIST), Daejeon, Republic of Korea., Lee SM; Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea., Yun J; Department of Convergence Medicine, Biomedical Engineering Research Center, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea., Lee HY; Department of Radiology and Center for Imaging Science, Samsung Medical Center, School of Medicine, Sungkyunkwan University, Seoul, Republic of Korea; Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, Republic of Korea., Sun JS; Department of Radiology, Ajou University School of Medicine, Suwon, Republic of Korea., You S; Department of Radiology, Ajou University School of Medicine, Suwon, Republic of Korea., Yi J; Coreline Soft, Co., Ltd., 49 World Cup buk-ro 6-gil, Yeonnam-dong, Mapo-gu, Seoul, Republic of Korea., Seo JB; Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea.

Evaluation Study; Journal Article , 2025

A Multi-Perspective Self-Supervised Generative Adversarial Network for FS to FFPE Stain Transfer.

Lin Y, Wang Y, Fang Z, Li Z, Guan X, Jiang D, Zhang Y

Journal Article , 2025

Dual-domain Wasserstein Generative Adversarial Network with Hybrid Loss for Low-dose CT Imaging.

Zhou H; School of Medical Technology and Engineering, Henan University of Science and Technology, Luoyang 471000, People's Republic of China., Liu W; School of Medical Technology and Engineering, Henan University of Science and Technology, Luoyang 471000, People's Republic of China., Zhou Y; School of Medical Technology and Engineering, Henan University of Science and Technology, Luoyang 471000, People's Republic of China., Song W; School of Medical Technology and Engineering, Henan University of Science and Technology, Luoyang 471000, People's Republic of China., Zhang F; School of Medical Technology and Engineering, Henan University of Science and Technology, Luoyang 471000, People's Republic of China., Zhu Y; School of Mathematical Sciences, Capital Normal University, Beijing 100048, People's Republic of China.

Journal Article , 2025

Causal inference of whole-grain foods' risk based on a generative adversarial network and Bayesian network.

Zhao Z; School of Computer and Artificial Intelligence, Beijing Technology and Business University, Beijing, China.; China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing, China., Wang Q; School of Computer and Artificial Intelligence, Beijing Technology and Business University, Beijing, China.; China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing, China., Wang Z; School of Computer and Artificial Intelligence, Beijing Technology and Business University, Beijing, China.; China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing, China.

Journal Article , 2025

The development of deep convolutional generative adversarial network to synthesize odontocetes' clicks.

Xiang W; Key Laboratory of Underwater Acoustic Communication and Marine Information Technology of the Ministry of Education, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361005, China., Song Z; Key Laboratory of Underwater Acoustic Communication and Marine Information Technology of the Ministry of Education, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361005, China., Peng X; Key Laboratory of Underwater Acoustic Communication and Marine Information Technology of the Ministry of Education, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361005, China., Wei Y; Key Laboratory of Underwater Acoustic Communication and Marine Information Technology of the Ministry of Education, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361005, China., Fu W; Key Laboratory of Underwater Acoustic Communication and Marine Information Technology of the Ministry of Education, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361005, China., Su Y; Key Laboratory of Underwater Acoustic Communication and Marine Information Technology of the Ministry of Education, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361005, China., Yang W; Key Laboratory of Underwater Acoustic Communication and Marine Information Technology of the Ministry of Education, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361005, China., Zhao B; Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110169, China., Liu S; National Key Laboratory of Underwater Acoustic Technology, Harbin Engineering University, Harbin 150001, China.; Key Laboratory of Marine Information Acquisition and Security, Harbin Engineering University, Ministry of Industry and Information Technology, Harbin 150001, China.; College of Underwater Acoustic Engineering, Harbin Engineering University, Harbin 150001, China.; Sanya Nanhai Innovation and Development Base, Harbin Engineering University, Sanya 572024, China., Zhang Y; Key Laboratory of Underwater Acoustic Communication and Marine Information Technology of the Ministry of Education, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361005, China.

Journal Article , 2025

MeVGAN: GAN-based plugin model for video generation with applications in colonoscopy.

Struski, Łukasz^1,2 (AUTHOR) lukasz.struski@uj.edu.pl, Urbańczyk, Tomasz^2,3 (AUTHOR), Bucki, Krzysztof² (AUTHOR), Cupiał, Bartłomiej¹ (AUTHOR), Kaczyńska, Aneta¹ (AUTHOR), Spurek, Przemysław^1,2 (AUTHOR), Tabor, Jacek^1,2 (AUTHOR)