117 related articles for article (PubMed ID: 36579134)
1. CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging.
Taher MRH; Haghighi F; Gotway MB; Liang J
Proc Mach Learn Res; 2022 Jul; 172():535-551. PubMed ID: 36579134
[TBL] [Abstract][Full Text] [Related]
2. A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis.
Hosseinzadeh Taher MR; Haghighi F; Feng R; Gotway MB; Liang J
Domain Adapt Represent Transf Afford Healthc AI Resour Divers Glob Health (2021); 2021; 12968():3-13. PubMed ID: 35713581
[TBL] [Abstract][Full Text] [Related]
3. Self-supervised learning for medical image analysis: Discriminative, restorative, or adversarial?
Haghighi F; Hosseinzadeh Taher MR; Gotway MB; Liang J
Med Image Anal; 2024 May; 94():103086. PubMed ID: 38537414
[TBL] [Abstract][Full Text] [Related]
4. DrasCLR: A self-supervised framework of learning disease-related and anatomy-specific representation for 3D lung CT images.
Yu K; Sun L; Chen J; Reynolds M; Chaudhary T; Batmanghelich K
Med Image Anal; 2024 Feb; 92():103062. PubMed ID: 38086236
[TBL] [Abstract][Full Text] [Related]
5. POPAR: Patch Order Prediction and Appearance Recovery for Self-supervised Medical Image Analysis.
Pang J; Haghighi F; Ma D; Islam NU; Taher MRH; Gotway MB; Liang J
Domain Adapt Represent Transf (2022); 2022 Sep; 13542():77-87. PubMed ID: 36507898
[TBL] [Abstract][Full Text] [Related]
6. Learning Anatomically Consistent Embedding for Chest Radiography.
Zhou Z; Luo H; Pang J; Ding X; Gotway M; Liang J
BMVC; 2023 Nov; 2023():. PubMed ID: 38813080
[TBL] [Abstract][Full Text] [Related]
7. Nucleus-Aware Self-Supervised Pretraining Using Unpaired Image-to-Image Translation for Histopathology Images.
Song Z; Du P; Yan J; Li K; Shou J; Lai M; Fan Y; Xu Y
IEEE Trans Med Imaging; 2024 Jan; 43(1):459-472. PubMed ID: 37647175
[TBL] [Abstract][Full Text] [Related]
8. Benchmarking and Boosting Transformers for Medical Image Classification.
Ma D; Taher MRH; Pang J; Islam NU; Haghighi F; Gotway MB; Liang J
Domain Adapt Represent Transf (2022); 2022 Sep; 13542():12-22. PubMed ID: 36383492
[TBL] [Abstract][Full Text] [Related]
9. DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis.
Haghighi F; Taher MRH; Gotway MB; Liang J
Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit; 2022 Jun; 2022():20792-20802. PubMed ID: 36313959
[TBL] [Abstract][Full Text] [Related]
10. Learning the Relation Between Similarity Loss and Clustering Loss in Self-Supervised Learning.
Ge J; Liu Y; Gui J; Fang L; Lin M; Kwok JT; Huang L; Luo B
IEEE Trans Image Process; 2023; 32():3442-3454. PubMed ID: 37227917
[TBL] [Abstract][Full Text] [Related]
11. Pyramid-based self-supervised learning for histopathological image classification.
Wang J; Quan H; Wang C; Yang G
Comput Biol Med; 2023 Oct; 165():107336. PubMed ID: 37708715
[TBL] [Abstract][Full Text] [Related]
12. Transformer-based unsupervised contrastive learning for histopathological image classification.
Wang X; Yang S; Zhang J; Wang M; Zhang J; Yang W; Huang J; Han X
Med Image Anal; 2022 Oct; 81():102559. PubMed ID: 35952419
[TBL] [Abstract][Full Text] [Related]
13. Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-Supervised Learning.
Haghighi F; Taher MRH; Zhou Z; Gotway MB; Liang J
IEEE Trans Med Imaging; 2021 Oct; 40(10):2857-2868. PubMed ID: 33617450
[TBL] [Abstract][Full Text] [Related]
14. Parts2Whole: Self-supervised Contrastive Learning via Reconstruction.
Feng R; Zhou Z; Gotway MB; Liang J
Domain Adapt Represent Transf Distrib Collab Learn (2020); 2020 Oct; 12444():85-95. PubMed ID: 35713588
[TBL] [Abstract][Full Text] [Related]
15. Instance-Level Contrastive Learning for Weakly Supervised Object Detection.
Zhang M; Zeng B
Sensors (Basel); 2022 Oct; 22(19):. PubMed ID: 36236624
[TBL] [Abstract][Full Text] [Related]
16. Unsupervised Local Discrimination for Medical Images.
Chen H; Wang R; Wang X; Li J; Fang Q; Li H; Bai J; Peng Q; Meng D; Wang L
IEEE Trans Pattern Anal Mach Intell; 2023 Dec; 45(12):15912-15929. PubMed ID: 37494162
[TBL] [Abstract][Full Text] [Related]
17. Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restoration.
Haghighi F; Hosseinzadeh Taher MR; Zhou Z; Gotway MB; Liang J
Med Image Comput Comput Assist Interv; 2020 Oct; 12261():137-147. PubMed ID: 35695848
[TBL] [Abstract][Full Text] [Related]
18. Hierarchical discriminative learning improves visual representations of biomedical microscopy.
Jiang C; Hou X; Kondepudi A; Chowdury A; Freudiger CW; Orringer DA; Lee H; Hollon TC
Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit; 2023 Jun; 2023():19798-19808. PubMed ID: 37654477
[TBL] [Abstract][Full Text] [Related]
19. Self-supervised driven consistency training for annotation efficient histopathology image analysis.
Srinidhi CL; Kim SW; Chen FD; Martel AL
Med Image Anal; 2022 Jan; 75():102256. PubMed ID: 34717189
[TBL] [Abstract][Full Text] [Related]
20. Unsupervised Representation Learning for Tissue Segmentation in Histopathological Images: From Global to Local Contrast.
Gao Z; Jia C; Li Y; Zhang X; Hong B; Wu J; Gong T; Wang C; Meng D; Zheng Y; Li C
IEEE Trans Med Imaging; 2022 Dec; 41(12):3611-3623. PubMed ID: 35839184
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]