215 related articles for article (PubMed ID: 36731274)
1. Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images.
Yu JG; Wu Z; Ming Y; Deng S; Li Y; Ou C; He C; Wang B; Zhang P; Wang Y
Med Image Anal; 2023 Apr; 85():102748. PubMed ID: 36731274
[TBL] [Abstract][Full Text] [Related]
2. Iterative multiple instance learning for weakly annotated whole slide image classification.
Zhou Y; Che S; Lu F; Liu S; Yan Z; Wei J; Li Y; Ding X; Lu Y
Phys Med Biol; 2023 Jul; 68(15):. PubMed ID: 37311470
[No Abstract] [Full Text] [Related]
3. Lymph Node Metastasis Prediction From Whole Slide Images With Transformer-Guided Multiinstance Learning and Knowledge Transfer.
Wang Z; Yu L; Ding X; Liao X; Wang L
IEEE Trans Med Imaging; 2022 Oct; 41(10):2777-2787. PubMed ID: 35486559
[TBL] [Abstract][Full Text] [Related]
4. LESS: Label-efficient multi-scale learning for cytological whole slide image screening.
Zhao B; Deng W; Li ZHH; Zhou C; Gao Z; Wang G; Li X
Med Image Anal; 2024 May; 94():103109. PubMed ID: 38387243
[TBL] [Abstract][Full Text] [Related]
5. Interpretable classification of pathology whole-slide images using attention based context-aware graph convolutional neural network.
Liang M; Chen Q; Li B; Wang L; Wang Y; Zhang Y; Wang R; Jiang X; Zhang C
Comput Methods Programs Biomed; 2023 Feb; 229():107268. PubMed ID: 36495811
[TBL] [Abstract][Full Text] [Related]
6. Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide images.
Su Z; Rezapour M; Sajjad U; Gurcan MN; Niazi MKK
Comput Biol Med; 2023 Dec; 167():107607. PubMed ID: 37890421
[TBL] [Abstract][Full Text] [Related]
7. MuRCL: Multi-Instance Reinforcement Contrastive Learning for Whole Slide Image Classification.
Zhu Z; Yu L; Wu W; Yu R; Zhang D; Wang L
IEEE Trans Med Imaging; 2023 May; 42(5):1337-1348. PubMed ID: 37015475
[TBL] [Abstract][Full Text] [Related]
8. Second-order multi-instance learning model for whole slide image classification.
Wang Q; Zou Y; Zhang J; Liu B
Phys Med Biol; 2021 Jul; 66(14):. PubMed ID: 34181583
[TBL] [Abstract][Full Text] [Related]
9. Fast cancer metastasis location based on dual magnification hard example mining network in whole-slide images.
Wang R; Gu Y; Zhang T; Yang J
Comput Biol Med; 2023 May; 158():106880. PubMed ID: 37044050
[TBL] [Abstract][Full Text] [Related]
10. Colorectal cancer lymph node metastasis prediction with weakly supervised transformer-based multi-instance learning.
Tan L; Li H; Yu J; Zhou H; Wang Z; Niu Z; Li J; Li Z
Med Biol Eng Comput; 2023 Jun; 61(6):1565-1580. PubMed ID: 36809427
[TBL] [Abstract][Full Text] [Related]
11. 1399 H&E-stained sentinel lymph node sections of breast cancer patients: the CAMELYON dataset.
Litjens G; Bandi P; Ehteshami Bejnordi B; Geessink O; Balkenhol M; Bult P; Halilovic A; Hermsen M; van de Loo R; Vogels R; Manson QF; Stathonikos N; Baidoshvili A; van Diest P; Wauters C; van Dijk M; van der Laak J
Gigascience; 2018 Jun; 7(6):. PubMed ID: 29860392
[TBL] [Abstract][Full Text] [Related]
12. SAMPLER: unsupervised representations for rapid analysis of whole slide tissue images.
Mukashyaka P; Sheridan TB; Foroughi Pour A; Chuang JH
EBioMedicine; 2024 Jan; 99():104908. PubMed ID: 38101298
[TBL] [Abstract][Full Text] [Related]
13. Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images.
Wang Z; Saoud C; Wangsiricharoen S; James AW; Popel AS; Sulam J
IEEE Trans Med Imaging; 2022 Dec; 41(12):3952-3968. PubMed ID: 36037454
[TBL] [Abstract][Full Text] [Related]
14. Contrastive Multiple Instance Learning: An Unsupervised Framework for Learning Slide-Level Representations of Whole Slide Histopathology Images without Labels.
Tavolara TE; Gurcan MN; Niazi MKK
Cancers (Basel); 2022 Nov; 14(23):. PubMed ID: 36497258
[TBL] [Abstract][Full Text] [Related]
15. Unsupervised mutual transformer learning for multi-gigapixel Whole Slide Image classification.
Javed S; Mahmood A; Qaiser T; Werghi N; Rajpoot N
Med Image Anal; 2024 May; 96():103203. PubMed ID: 38810517
[TBL] [Abstract][Full Text] [Related]
16. Data-efficient and weakly supervised computational pathology on whole-slide images.
Lu MY; Williamson DFK; Chen TY; Chen RJ; Barbieri M; Mahmood F
Nat Biomed Eng; 2021 Jun; 5(6):555-570. PubMed ID: 33649564
[TBL] [Abstract][Full Text] [Related]
17. Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer.
Ehteshami Bejnordi B; Veta M; Johannes van Diest P; van Ginneken B; Karssemeijer N; Litjens G; van der Laak JAWM; ; Hermsen M; Manson QF; Balkenhol M; Geessink O; Stathonikos N; van Dijk MC; Bult P; Beca F; Beck AH; Wang D; Khosla A; Gargeya R; Irshad H; Zhong A; Dou Q; Li Q; Chen H; Lin HJ; Heng PA; Haß C; Bruni E; Wong Q; Halici U; Öner MÜ; Cetin-Atalay R; Berseth M; Khvatkov V; Vylegzhanin A; Kraus O; Shaban M; Rajpoot N; Awan R; Sirinukunwattana K; Qaiser T; Tsang YW; Tellez D; Annuscheit J; Hufnagl P; Valkonen M; Kartasalo K; Latonen L; Ruusuvuori P; Liimatainen K; Albarqouni S; Mungal B; George A; Demirci S; Navab N; Watanabe S; Seno S; Takenaka Y; Matsuda H; Ahmady Phoulady H; Kovalev V; Kalinovsky A; Liauchuk V; Bueno G; Fernandez-Carrobles MM; Serrano I; Deniz O; Racoceanu D; Venâncio R
JAMA; 2017 Dec; 318(22):2199-2210. PubMed ID: 29234806
[TBL] [Abstract][Full Text] [Related]
18. Masked autoencoders with handcrafted feature predictions: Transformer for weakly supervised esophageal cancer classification.
Bai Y; Li W; An J; Xia L; Chen H; Zhao G; Gao Z
Comput Methods Programs Biomed; 2024 Feb; 244():107936. PubMed ID: 38016392
[TBL] [Abstract][Full Text] [Related]
19. Negative Instance Guided Self-Distillation Framework for Whole Slide Image Analysis.
Luo X; Qu L; Guo Q; Song Z; Wang M
IEEE J Biomed Health Inform; 2024 Feb; 28(2):964-975. PubMed ID: 37494153
[TBL] [Abstract][Full Text] [Related]
20. Automatic diagnosis and grading of Prostate Cancer with weakly supervised learning on whole slide images.
Xiang J; Wang X; Wang X; Zhang J; Yang S; Yang W; Han X; Liu Y
Comput Biol Med; 2023 Jan; 152():106340. PubMed ID: 36481762
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]