Arslan F, Kabas B, Dalmaz O, Muzaffer Çukur T (2024) Self-consistent recursive diffusion bridge for medical image translation. CoRR
Atli Omer F, Kabas B, Arslan F, Demirtas AC, Yurt M, Dalmaz O, Cukur T (2024) I2i-mamba: Multi-modal medical image synthesis via selective state space modeling. arXiv preprint arXiv:2405.14022
Barratt S, Sharma R (2018) A note on the inception score
Cross-Zamirski JO, Anand P, Williams G, Mouchet E, Wang Y, Schönlieb C-B (2023) Class-guided image-to-image diffusion: Cell painting from brightfield images with class labels. In: Proceedings of the IEEE/CVF international conference on computer vision (ICCV) workshops, pp 3800–3809
Dhariwal P, Nichol A (2021) Diffusion models beat gans on image synthesis. Adv Neural Inf Process Syst 34:8780–8794
Geyer S, Camenzind LC, Czornomaz L, Deshpande V, Fuhrer A, Warburton RJ, Zumbuhl DM, Kuhlmann AV (2020) Silicon quantum dot devices with a self-aligned second gate layer. Mesoscale Nanoscale Phys
Goodfellow I, Pouget-Abadie J, Mirza M, Bing X, Warde-Farley D, Ozair S, Courville A, Bengio Y (2020) Generative adversarial networks. Commun ACM 63(11):139–144
Graham S, Jahanifar M, Azam AS, Nimir M, Tsang Y-W, Dodd KC, Hero E, Sahota H, Tank A, Benes K, Wahab N, Minhas FA, Raza SEA, Eldaly H, Gopalakrishnan K, Snead DRJ, Rajpoot NM (2021) Lizard: A large-scale dataset for colonic nuclear instance segmentation and classification. In: 2021 IEEE/CVF international conference on computer vision workshops (ICCVW), pp 684–693
Gu A, Dao T (2023) Mamba: Linear-time sequence modeling with selective state spaces. arXiv preprint arXiv:2312.00752
Guan KM (2018) Reconstructing pore networks using generative adversarial networks
Ho J, Chan W, Saharia C (2023) Imagen video: High-definition video generation with diffusion models. In: IEEE/CVF conference on computer vision and pattern recognition (CVPR), pp 10289–10298
Ho J, Jain A, Abbeel P (2020) Denoising diffusion probabilistic models. Adv Neural Inf Process Syst 33:6840–6851
Iashchenko A, Andreev P, Shchekotov I, Babaev N, Vetrov D (2023) Undiff: unsupervised voice restoration with unconditional diffusion model. Proc Interspeech 2023:4294–4298
Ignatov A, Yates J, Boeva V (2024) Histopathological image classification with cell morphology aware deep neural networks. In: 2024 IEEE/CVF conference on computer vision and pattern recognition workshops (CVPRW), pp 6913–6925
Ju Z, Zhou W (2024) Vm-ddpm: Vision mamba diffusion for medical image synthesis. arXiv preprint arXiv:2405.05667
Karras T, Aila T, Laine S, Lehtinen J (2018) Progressive growing of gans for improved quality, stability, and variation. In: International conference on learning representations (ICLR)
Karras T, Aila T, Laine S, Lehtinen J (2018) Progressive growing of gans for improved quality, stability, and variation. In: International conference on learning representations
Krizhevsky A, Sutskever I, Hinton GE (2012) Imagenet classification with deep convolutional neural networks. Adv Neural Inf Process Syst 25
LeCun Y, Bottou L, Bengio Y, Haffner P (1998) Gradient-based learning applied to document recognition. Proc IEEE 86:2278–2324
Li J (2023) Exploring clip feature vectors for improved out-of-distribution detection
Liu Y, Diao J, Zhou Z, Qi H, Hu P (2024) Cardiac cine mri motion correction using diffusion models. In: 2024 IEEE international symposium on biomedical imaging (ISBI), pp 1–5
Longuefosse A, Dournes G, Benlala I, de Senneville BD, Laurent F, Desbarats P, Baldacci F (2023) Lung ct synthesis using gans with conditional normalization on registered ultrashort echo-time mri. In: 2023 IEEE 20th international symposium on biomedical imaging (ISBI), pp 1–5
Lopez R, Boyeau P, Jordan MI, Regier J (2020) Auto-encoding variational bayes
Luo Y, Yang Q, Liu Z, Shi Z, Huang W, Zheng G, Cheng J (2024) Target-guided diffusion models for unpaired cross-modality medical image translation. IEEE J Biomed Health Inform 28(7):4062–4071
Özbey M, Dalmaz O, Dar SUH, Bedel HA, Şaban Özturk, Güngör A, Çukur T (2023) Unsupervised medical image translation with adversarial diffusion models, IEEE Trans Med Imaging
Radford A, Metz L, Chintala S (2015) Unsupervised representation learning with deep convolutional generative adversarial networks. arXiv preprint arXiv:1511.06434
Rashmi U, Beena BM, Preethi A, Ambesange S (2023) An image enhancement and data augmentation of alzheimer’s mri data using modified srgan. In: 2023 14th international conference on computing communication and networking technologies (ICCCNT). IEEE, pp 1–5
Ronneberger O, Fischer P, Brox T (2015) U-net: convolutional networks for biomedical image segmentation. In: Medical image computing and computer-assisted intervention–MICCAI 2015: 18th international conference, Munich, Germany, October 5-9, 2015, proceedings, part III 18. Springer, pp 234–241
Alon S, Tav N, Maia L, Gómez-de ME, Iván H-C, Onit A, Ashwin B, Mike H, Ricardo H, Yoav S (2025) This microtubule does not exist: Super-resolution microscopy image generation by a diffusion model. Small Methods 9(3):2400672
Saisai D, Jia L (2020) High resolution dermoscopy image synthesis method with pix2pixhd. J Comput-Aided Design Comput Graphics 32(11):1795–1803
Senapati RK, Satvika R, Anmandla A, Ashesh RG, Kumar CA (2023) Image-to-image translation using pix2pix gan and cycle gan. In: International conference on data intelligence and cognitive informatics. Springer, pp 573–586
Shen D, Guorong W, Suk H-I (2017) Deep learning in medical image analysis. Annu Rev Biomed Eng 19:221–248
Article CAS PubMed PubMed Central Google Scholar
Shrivastava A, Fletcher PT (2023) Nasdm: nuclei-aware semantic histopathology image generation using diffusion models. In: International conference on medical image computing and computer-assisted intervention
Son HH, Phuong PC, van Walsum T, Ha LM (2020) Liver segmentation on a variety of computed tomography (ct) images based on convolutional neural networks combined with connected components. VNU J Sci Comput Sci Commun Eng
Vaswani A, Shazeer NM, Parmar N, Uszkoreit J, Jones L, Aidan G, Lukasz K, Illia P (2017) Attention is all you need. In: Neural information processing systems
Waibel DJE, Röell E, Rieck B, Giryes R, Marr C (2023) A diffusion model predicts 3d shapes from 2d microscopy images. In: 2023 IEEE 20th international symposium on biomedical imaging (ISBI). IEEE, pp 1–5
Zhan W, Rongjun GY, Chen XH, Limin LY, Cao HY (2021) Automatic patient-level detection of coronavirus disease (covid-19) using convolutional neural network from lung ct scans. J Med Imaging Health Inform 11:2722–2732
Ying X, Liu L, Wang Y, Li R, Chen N, Lin Z, Sheng W, Zhou S (2023) Mapping degeneration meets label evolution: Learning infrared small target detection with single point supervision. In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, pp 15528–15538
Yuan Z, Zhang J, Shan S, Chen X (2021) Attributes aware face generation with generative adversarial networks. In: 2020 25th international conference on pattern recognition (ICPR), pp 1657–1664
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