• Search: Generative Machine Learning Models in Medical Image Computing

Showing 21 - 40 of 1,001

21

Semi-Supervised Learning Using Co-Generative Adversarial Network (Co-GAN) for Medical Image Segmentation.
Guo-QIN LI ; JAMILZ, NURSURIATI ; HAMZAW, RASEEDA
Journal of Information Science & Engineering. Sep2024, Vol. 40 Issue 5, p1071-1092. 22p.

Supervised learning Computer-assisted image... Generative adversarial n... Image segmentation Image analysis Deep learning
Academic journal
Save to List
22

Deep Generative Models in the Real-World: An Open Challenge from Medical Imaging
Chen, Xiaoran ; Pawlowski, Nick ; Rajchl, Martin ; et al.

Computer Science - Compu...
Report
Save to List
23

Generation of multimodal realistic computational phantoms as a test-bed for validating deep learning-based cross-modality synthesis techniques
Camagni, Francesca ; Nakas, Anestis ; Parrella, Giovanni ; et al.
Medical & Biological Engineering & Computing. :1-22

Academic journal
Save to List
24

Automatic detection and extraction of key resources from tables in biomedical papers
Ozyurt, Ibrahim Burak ; Bandrowski, Anita
BioData Mining. 18(1)

Data Management and Data... Information and Computin... Biological Sciences Networking and Informati... Generic health relevance Bioinformatics …
Academic journal
Save to List
25

AI-based applications in medical image computing
Kepp, Timo ; Uzunova, Hristina ; Ehrhardt, Jan ; et al.
Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz. :1-10

Academic journal
Save to List
26

Data augmentation in cancer image classification problem with quantum GAN
Andra, M. Bagus ; Yuliani, Asri R. ; Kadar, Jimmy A. ; et al.
Quantum Machine Intelligence. 7(2)

Academic journal
Save to List
27

Ganetic loss for generative adversarial networks with a focus on medical applications
Akhmedova, Shakhnaz ; Körber, Nils
Neural Computing and Applications. 37(23):19177-19197

Academic journal
Save to List
28

Enhanced deep-style interpreter for automatic synthesis of annotated medical images
Pacheco dos Santos Lima Junior, Marcos Sergio ; Ortiz-de-Lazcano-Lobato, Juan Miguel ; Fernández-Rodríguez, José David ; et al.
Neural Computing and Applications. :1-26

Academic journal
Save to List
29

EGAN-F-MIRNet: Enlighten Generative Adversarial Network-Fusion-MIRNet for Image Enhancement of MRI Brain Image
Kavitha, R. ; Arunadevi, R. ; Ishwarya, K. ; et al.
Biomedical Materials & Devices. :1-22

Academic journal
Save to List
30

This result is not available to guest users.

31

A survey of deep learning methods on cell instance segmentation
Wang, Ching-Wei ; Lee, Wei-Tang ; Su, Ting-Sheng
Neural Computing and Applications. 37(17):11195-11264

Academic journal
Save to List
32

Survey: application and analysis of generative adversarial networks in medical images
Heng, Yang ; Yinghua, Ma ; Khan, Fiaz Gul ; et al.
Artificial Intelligence Review: An International Science and Engineering Journal. 58(2)

Academic journal
Save to List
33

Multi image super resolution of MRI images using generative adversarial network
Nimitha, U. ; Ameer, P. M.
Journal of Ambient Intelligence and Humanized Computing. 15(4):2241-2253

Academic journal
Save to List
34

GANCHEST: a multi-GAN-based framework for chest CXR image generation and validation
Al-Shargabi, Amal A. ; Alshobaili, Jowharah F. ; Alabdulatif, Abdulatif ; et al.
Journal of Electrical Systems and Information Technology. 12(1)

Academic journal
Save to List
35

Towards texture accurate slice interpolation of medical images using PixelMiner.
Rogers, W ; Keek, S A ; Beuque, M ; et al.
Computers in Biology and Medicine, 161, 106701 (2023-07)

CT Generative modelling Interpolation Medical imaging PixelCNN Reproducibility of Resul... …
Academic journal
Save to List
36

A survey on deep learning applied to medical images: from simple artificial neural networks to generative models.
Celard, P. ; Iglesias, E. L. ; Sorribes-Fdez, J. M. ; et al.
Neural Computing & Applications; Jan2023, Vol. 35 Issue 3, p2291-2323, 33p

DEEP learning ARTIFICIAL neural networ... COMPUTER-assisted image... GENERATIVE adversarial n... DIAGNOSTIC imaging DATA augmentation
Academic journal
Save to List
37

Chapter 2 - Deep learning basics
In Deep Network Design for Medical Image Computing 2023:11-23

Book
Save to List
38

Generative adversarial U-Net for domain-free few-shot medical diagnosis
Chen, Xiaocong ; Li, Yun ; Yao, Lina ; et al.
In Pattern Recognition Letters May 2022 157:112-118

Academic journal
Save to List
39

Medical image translation with deep learning: Advances, datasets and perspectives
Chen, Junxin ; Ye, Zhiheng ; Zhang, Renlong ; et al.
In Medical Image Analysis July 2025 103

Academic journal
Save to List
40

Medical report generation based on multimodal federated learning
Chen, Jieying ; Pan, Rong
In Computerized Medical Imaging and Graphics April 2024 113

Academic journal
Save to List
Search Tools: Get RSS Feed Email this Search Save Search

Filter