436 related articles for article (PubMed ID: 35455214)
1. Survey on Self-Supervised Learning: Auxiliary Pretext Tasks and Contrastive Learning Methods in Imaging.
Albelwi S
Entropy (Basel); 2022 Apr; 24(4):. PubMed ID: 35455214
[TBL] [Abstract][Full Text] [Related]
2. A self-supervised contrastive learning approach for whole slide image representation in digital pathology.
Fashi PA; Hemati S; Babaie M; Gonzalez R; Tizhoosh HR
J Pathol Inform; 2022; 13():100133. PubMed ID: 36605114
[TBL] [Abstract][Full Text] [Related]
3. Dive into the details of self-supervised learning for medical image analysis.
Zhang C; Zheng H; Gu Y
Med Image Anal; 2023 Oct; 89():102879. PubMed ID: 37453236
[TBL] [Abstract][Full Text] [Related]
4. Self-supervised Learning: A Succinct Review.
Rani V; Nabi ST; Kumar M; Mittal A; Kumar K
Arch Comput Methods Eng; 2023; 30(4):2761-2775. PubMed ID: 36713767
[TBL] [Abstract][Full Text] [Related]
5. Self-supervised learning for remote sensing scene classification under the few shot scenario.
Alosaimi N; Alhichri H; Bazi Y; Ben Youssef B; Alajlan N
Sci Rep; 2023 Jan; 13(1):433. PubMed ID: 36624136
[TBL] [Abstract][Full Text] [Related]
6. Volumetric white matter tract segmentation with nested self-supervised learning using sequential pretext tasks.
Lu Q; Li Y; Ye C
Med Image Anal; 2021 Aug; 72():102094. PubMed ID: 34004493
[TBL] [Abstract][Full Text] [Related]
7. Self-Supervised Contrastive Learning for Medical Time Series: A Systematic Review.
Liu Z; Alavi A; Li M; Zhang X
Sensors (Basel); 2023 Apr; 23(9):. PubMed ID: 37177423
[TBL] [Abstract][Full Text] [Related]
8. Improving Data-Efficiency and Robustness of Medical Imaging Segmentation Using Inpainting-Based Self-Supervised Learning.
Dominic J; Bhaskhar N; Desai AD; Schmidt A; Rubin E; Gunel B; Gold GE; Hargreaves BA; Lenchik L; Boutin R; Chaudhari AS
Bioengineering (Basel); 2023 Feb; 10(2):. PubMed ID: 36829701
[TBL] [Abstract][Full Text] [Related]
9. Benchmarking Self-Supervised Contrastive Learning Methods for Image-Based Plant Phenotyping.
Ogidi FC; Eramian MG; Stavness I
Plant Phenomics; 2023; 5():0037. PubMed ID: 37040288
[TBL] [Abstract][Full Text] [Related]
10. Tailoring pretext tasks to improve self-supervised learning in histopathologic subtype classification of lung adenocarcinomas.
Ding R; Yadav A; Rodriguez E; Araujo Lemos da Silva AC; Hsu W
Comput Biol Med; 2023 Nov; 166():107484. PubMed ID: 37741228
[TBL] [Abstract][Full Text] [Related]
11. 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]
12. A Contrastive Predictive Coding-Based Classification Framework for Healthcare Sensor Data.
Ren C; Sun L; Peng D
J Healthc Eng; 2022; 2022():5649253. PubMed ID: 35340254
[TBL] [Abstract][Full Text] [Related]
13. Self-supervised maize kernel classification and segmentation for embryo identification.
Dong D; Nagasubramanian K; Wang R; Frei UK; Jubery TZ; Lübberstedt T; Ganapathysubramanian B
Front Plant Sci; 2023; 14():1108355. PubMed ID: 37123832
[TBL] [Abstract][Full Text] [Related]
14. Deep Source Semi-Supervised Transfer Learning (DS3TL) for Cross-Subject EEG Classification.
Jiang X; Meng L; Wang Z; Wu D
IEEE Trans Biomed Eng; 2024 Apr; 71(4):1308-1318. PubMed ID: 37971908
[TBL] [Abstract][Full Text] [Related]
15. 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]
16. Self-Supervised Bi-Channel Transformer Networks for Computer-Aided Diagnosis.
Gong R; Han X; Wang J; Ying S; Shi J
IEEE J Biomed Health Inform; 2022 Jul; 26(7):3435-3446. PubMed ID: 35201993
[TBL] [Abstract][Full Text] [Related]
17. Uncovering the structure of clinical EEG signals with self-supervised learning.
Banville H; Chehab O; Hyvärinen A; Engemann DA; Gramfort A
J Neural Eng; 2021 Mar; 18(4):. PubMed ID: 33181507
[No Abstract] [Full Text] [Related]
18. Self-Supervised Learning of Graph Neural Networks: A Unified Review.
Xie Y; Xu Z; Zhang J; Wang Z; Ji S
IEEE Trans Pattern Anal Mach Intell; 2023 Feb; 45(2):2412-2429. PubMed ID: 35476575
[TBL] [Abstract][Full Text] [Related]
19. 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]
20. 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]
[Next] [New Search]