175 related articles for article (PubMed ID: 36109605)
1. Expert-level detection of pathologies from unannotated chest X-ray images via self-supervised learning.
Tiu E; Talius E; Patel P; Langlotz CP; Ng AY; Rajpurkar P
Nat Biomed Eng; 2022 Dec; 6(12):1399-1406. PubMed ID: 36109605
[TBL] [Abstract][Full Text] [Related]
2. Semi-supervised training using cooperative labeling of weakly annotated data for nodule detection in chest CT.
Maynord M; Farhangi MM; Fermüller C; Aloimonos Y; Levine G; Petrick N; Sahiner B; Pezeshk A
Med Phys; 2023 Jul; 50(7):4255-4268. PubMed ID: 36630691
[TBL] [Abstract][Full Text] [Related]
3. Self-supervised learning for gastritis detection with gastric X-ray images.
Li G; Togo R; Ogawa T; Haseyama M
Int J Comput Assist Radiol Surg; 2023 Oct; 18(10):1841-1848. PubMed ID: 37040011
[TBL] [Abstract][Full Text] [Related]
4. 4S-DT: Self-Supervised Super Sample Decomposition for Transfer Learning With Application to COVID-19 Detection.
Abbas A; Abdelsamea MM; Gaber MM
IEEE Trans Neural Netw Learn Syst; 2021 Jul; 32(7):2798-2808. PubMed ID: 34038371
[TBL] [Abstract][Full Text] [Related]
5. Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging.
Azizi S; Culp L; Freyberg J; Mustafa B; Baur S; Kornblith S; Chen T; Tomasev N; Mitrović J; Strachan P; Mahdavi SS; Wulczyn E; Babenko B; Walker M; Loh A; Chen PC; Liu Y; Bavishi P; McKinney SM; Winkens J; Roy AG; Beaver Z; Ryan F; Krogue J; Etemadi M; Telang U; Liu Y; Peng L; Corrado GS; Webster DR; Fleet D; Hinton G; Houlsby N; Karthikesalingam A; Norouzi M; Natarajan V
Nat Biomed Eng; 2023 Jun; 7(6):756-779. PubMed ID: 37291435
[TBL] [Abstract][Full Text] [Related]
6. Semi-supervised training of deep convolutional neural networks with heterogeneous data and few local annotations: An experiment on prostate histopathology image classification.
Marini N; Otálora S; Müller H; Atzori M
Med Image Anal; 2021 Oct; 73():102165. PubMed ID: 34303169
[TBL] [Abstract][Full Text] [Related]
7. CheSS: Chest X-Ray Pre-trained Model via Self-supervised Contrastive Learning.
Cho K; Kim KD; Nam Y; Jeong J; Kim J; Choi C; Lee S; Lee JS; Woo S; Hong GS; Seo JB; Kim N
J Digit Imaging; 2023 Jun; 36(3):902-910. PubMed ID: 36702988
[TBL] [Abstract][Full Text] [Related]
8. Self-supervised learning in medicine and healthcare.
Krishnan R; Rajpurkar P; Topol EJ
Nat Biomed Eng; 2022 Dec; 6(12):1346-1352. PubMed ID: 35953649
[TBL] [Abstract][Full Text] [Related]
9. Unsupervised anomaly detection for posteroanterior chest X-rays using multiresolution patch-based self-supervised learning.
Kim M; Moon KR; Lee BD
Sci Rep; 2023 Feb; 13(1):3415. PubMed ID: 36854967
[TBL] [Abstract][Full Text] [Related]
10. Chronic gastritis classification using gastric X-ray images with a semi-supervised learning method based on tri-training.
Li Z; Togo R; Ogawa T; Haseyama M
Med Biol Eng Comput; 2020 Jun; 58(6):1239-1250. PubMed ID: 32221796
[TBL] [Abstract][Full Text] [Related]
11. Semi-Supervised CT Lesion Segmentation Using Uncertainty-Based Data Pairing and SwapMix.
Qiao P; Li H; Song G; Han H; Gao Z; Tian Y; Liang Y; Li X; Zhou SK; Chen J
IEEE Trans Med Imaging; 2023 May; 42(5):1546-1562. PubMed ID: 37015649
[TBL] [Abstract][Full Text] [Related]
12. Self-supervised learning for medical image analysis using image context restoration.
Chen L; Bentley P; Mori K; Misawa K; Fujiwara M; Rueckert D
Med Image Anal; 2019 Dec; 58():101539. PubMed ID: 31374449
[TBL] [Abstract][Full Text] [Related]
13. Boosting automatic COVID-19 detection performance with self-supervised learning and batch knowledge ensembling.
Li G; Togo R; Ogawa T; Haseyama M
Comput Biol Med; 2023 May; 158():106877. PubMed ID: 37019015
[TBL] [Abstract][Full Text] [Related]
14. Chest x-ray automated triage: A semiologic approach designed for clinical implementation, exploiting different types of labels through a combination of four Deep Learning architectures.
Mosquera C; Diaz FN; Binder F; Rabellino JM; Benitez SE; Beresñak AD; Seehaus A; Ducrey G; Ocantos JA; Luna DR
Comput Methods Programs Biomed; 2021 Jul; 206():106130. PubMed ID: 34023576
[TBL] [Abstract][Full Text] [Related]
15. Semi-Supervised Learning for Semantic Segmentation of Emphysema With Partial Annotations.
Peng L; Lin L; Hu H; Zhang Y; Li H; Iwamoto Y; Han XH; Chen YW
IEEE J Biomed Health Inform; 2020 Aug; 24(8):2327-2336. PubMed ID: 31902784
[TBL] [Abstract][Full Text] [Related]
16. Local Contrastive Learning for Medical Image Recognition.
Rizvi SA; Tang R; Jiang X; Ma X; Hu X
AMIA Annu Symp Proc; 2023; 2023():1236-1245. PubMed ID: 38222415
[TBL] [Abstract][Full Text] [Related]
17. Using Sparse Patch Annotation for Tumor Segmentation in Histopathological Images.
Liu Y; He Q; Duan H; Shi H; Han A; He Y
Sensors (Basel); 2022 Aug; 22(16):. PubMed ID: 36015814
[TBL] [Abstract][Full Text] [Related]
18. Self-supervised learning with self-distillation on COVID-19 medical image classification.
Tan Z; Yu Y; Meng J; Liu S; Li W
Comput Methods Programs Biomed; 2024 Jan; 243():107876. PubMed ID: 37875036
[TBL] [Abstract][Full Text] [Related]
19. DANet: Semi-supervised differentiated auxiliaries guided network for video action recognition.
Gao G; Liu Z; Zhang G; Li J; Qin AK
Neural Netw; 2023 Jan; 158():121-131. PubMed ID: 36455427
[TBL] [Abstract][Full Text] [Related]
20. Weakly supervised segmentation on neural compressed histopathology with self-equivariant regularization.
Chikontwe P; Jung Sung H; Jeong J; Kim M; Go H; Jeong Nam S; Hyun Park S
Med Image Anal; 2022 Aug; 80():102482. PubMed ID: 35688048
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
