• Suche: Generative Machine Learning Models in Medical Image Computing

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3

Areas of Use of Artificial Intelligence in Medical Biochemistry and Laboratory.
Savas, Hasan Basri ; Baran, Mehmet Tarık
Turkish Journal of Health & Sport. Apr2025, Vol. 6 Issue 1, p1-7.

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4

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 and Applications. :1-33

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5

Quantum generative learning for high-resolution medical image generation
Amena Khatun ; Kübra Yeter Aydeniz ; Yaakov S Weinstein ; et al.
Machine Learning: Science and Technology, Vol 6, Iss 2, p 025032 (2025)

quantum computing quantum machine learning quantum generative learn... healthcare medical image generation Computer engineering. Co... …
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6

MSKdeX: Musculoskeletal (MSK) Decomposition from an X-Ray Image for Fine-Grained Estimation of Lean Muscle Mass and Muscle Volume
Gu, Yi ; Otake, Yoshito ; Uemura, Keisuke ; et al.
MICCAI 2023 - 26th International Conference on Medical Image Computing and Computer-Assisted Intervention. :497-507

Vancoucer, Canada Muscles Radiography Generative adversarial n... Sarcopenia Image-to-image translati... …
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7

Medical image registration and its application in retinal images: a review
Qiushi Nie ; Xiaoqing Zhang ; Yan Hu ; et al.
Visual Computing for Industry, Biomedicine, and Art, Vol 7, Iss 1, Pp 1-23 (2024)

Computer-aided diagnosis Medical image registrati... Deep learning Generative model Transformer Retina …
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8

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9

High-Resolution Medical Image Generation With Leak-Prevention Mechanism Using Quantum Transformer Learning
Ahmad Khawaji ; R. John Martin ; D. Daspin
IEEE Access, Vol 13, Pp 206381-206401 (2025)

High-resolution imaging image processing medical imaging quantum computing quantum machine learning Electrical engineering.... …
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10

Non-reference Quality Assessment for Medical Imaging:Application to Synthetic Brain MRIs
Mukhopadhyay, Anirban ; Oksuz, Ilkay ; Engelhardt, Sandy ; et al.
Van Eeden Risager , K , Gholamalizadeh , T & Mehdipour Ghazi , M 2025 , Non-reference Quality Assessment for Medical Imaging : Application to Synthetic Brain MRIs . in A Mukhopadhyay , I Oksuz , S Engelhardt , D Mehrof & Y Yuan (eds) , Deep Generative Models - 4th MICCAI Workshop, DGM4MICCAI 2024, Held in Conjunction with MICCAI 2024, Proceedings . Springer , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , vol. 15224 LNCS , pp. 191-201 , 4th Workshop on Deep Generative Models for Medical Image Computing and Computer Assisted Intervention, DGM4MICCAI 2024, held in Conjunction with 27th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024 , Marrakesh , Morocco , 10/10/2024 .

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11

Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part II (image reconstruction; prediction and diagnosis; cross-domain methods and reconstruction; domain adaptation; machine learning applications; generative adversarial networks)
Martel, Anne L ; Abolmaesumi, Purang ; Stoyanov, Danail ; et al.
Anne L. Martel; Purang Abolmaesumi; Danail Stoyanov; Diana Mateus; Maria A. Zuluaga; S. Kevin Zhou; Daniel Racoceanu; Leo Joskowicz. MICCAI: International Conference on Medical Image Computing and Computer-Assisted Intervention. networks(12262)

Lima, Peru [INFO.INFO-AI]Computer S... Artificial Intelligence... [INFO.INFO-IM]Computer S... Medical Imaging [INFO.INFO-IA]Computer S... …
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12

Medical Image Synthesis with Context-Aware Generative Adversarial Networks
Nie, Dong ; Trullo, Roger ; Lian, Jun ; et al.
Medical image computing and computer-assisted intervention : MICCAI .. International Conference on Medical Image Computing and Computer-Assisted Intervention. 10435:417-425

Deep learning Auto-context Image synthesis GAN Generative models [SDV]Life Sciences [q-bi... …
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13

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14

DeephESC 2.0: Deep Generative Multi Adversarial Networks for improving the classification of hESC
Theagarajan, Rajkumar ; Bhanu, Bir
PLOS ONE. 14(3)

Medical Biotechnology Information and Computin... Biomedical and Clinical... Machine Learning Regenerative Medicine Stem Cell Research - Emb... …
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15

Computational Methods for Medical and Cyber Security
Luo, Suhuai ; Shaukat, Kamran

fintech financial technology blockchain deep learning regtech environment …
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16

Applications of Computational Intelligence, Volume 2
Wu, Yue ; Qin, Kai ; Gong, Maoguo ; et al.

knowledge graph knowledge graph embeddin... link prediction quaternion relation pattern cryptographic medical im... …
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17

Chapter 15 - Unsupervised abnormality detection in medical images with deep generative methods
Chen, Xiaoran ; Konukoglu, Ender
In Biomedical Image Synthesis and Simulation 2022:303-324

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18

Deep Learning based Metal Artifacts Reduction in post-operative Cochlear Implant CT Imaging
Wang, Zihao ; Vandersteen, Clair ; Demarcy, Thomas ; et al.
MICCAI 2019 - 22nd International Conference on Medical Image Computing and Computer Assisted Intervention. :121-129

Shenzhen, China Generative adversarial n... Metal Artifacts Reductio... [INFO.INFO-AI]Computer S... Artificial Intelligence... [INFO.INFO-IM]Computer S... …
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19

Mutual Information Guided Diffusion for Zero-Shot Cross-Modality Medical Image Translation.
Wang Z ; Yang Y ; Chen Y ; et al.
Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 8310780 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1558-254X (Electronic) Linking ISSN: 02780062 NLM ISO Abbreviation: IEEE Trans Med Imaging Subsets: MEDLINE

Humans Magnetic Resonance Imagi... Unsupervised Machine Lea... Brain diagnostic imaging Image Processing, Comput... Algorithms
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20

Physical foundations for trustworthy medical imaging: A survey for artificial intelligence researchers.
Cobo M ; Corral Fontecha D ; Silva W ; et al.
Publisher: Elsevier Science Publishing Country of Publication: Netherlands NLM ID: 8915031 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-2860 (Electronic) Linking ISSN: 09333657 NLM ISO Abbreviation: Artif Intell Med Subsets: MEDLINE

Humans Machine Learning Algorithms Deep Learning Artificial Intelligence Diagnostic Imaging metho... …
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