Lin H - Search Results

1

Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis.

Wang X, Chen H, Gan C, Lin H, Dou Q, Tsougenis E, Huang Q, Cai M, Heng PA. Wang X, et al. Among authors: lin h. IEEE Trans Cybern. 2020 Sep;50(9):3950-3962. doi: 10.1109/TCYB.2019.2935141. Epub 2019 Sep 2. IEEE Trans Cybern. 2020. PMID: 31484154

2

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; the CAMELYON16 Consortium; 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. Ehteshami Bejnordi B, et al. Among authors: lin hj. JAMA. 2017 Dec 12;318(22):2199-2210. doi: 10.1001/jama.2017.14585. JAMA. 2017. PMID: 29234806 Free PMC article.

3

Fast ScanNet: Fast and Dense Analysis of Multi-Gigapixel Whole-Slide Images for Cancer Metastasis Detection.

Lin H, Chen H, Graham S, Dou Q, Rajpoot N, Heng PA. Lin H, et al. IEEE Trans Med Imaging. 2019 Aug;38(8):1948-1958. doi: 10.1109/TMI.2019.2891305. Epub 2019 Jan 7. IEEE Trans Med Imaging. 2019. PMID: 30624213

4

From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge.

Bandi P, Geessink O, Manson Q, Van Dijk M, Balkenhol M, Hermsen M, Ehteshami Bejnordi B, Lee B, Paeng K, Zhong A, Li Q, Zanjani FG, Zinger S, Fukuta K, Komura D, Ovtcharov V, Cheng S, Zeng S, Thagaard J, Dahl AB, Lin H, Chen H, Jacobsson L, Hedlund M, Cetin M, Halici E, Jackson H, Chen R, Both F, Franke J, Kusters-Vandevelde H, Vreuls W, Bult P, van Ginneken B, van der Laak J, Litjens G. Bandi P, et al. Among authors: lin h. IEEE Trans Med Imaging. 2019 Feb;38(2):550-560. doi: 10.1109/TMI.2018.2867350. IEEE Trans Med Imaging. 2019. PMID: 30716025

5

RMDL: Recalibrated multi-instance deep learning for whole slide gastric image classification.

Wang S, Zhu Y, Yu L, Chen H, Lin H, Wan X, Fan X, Heng PA. Wang S, et al. Among authors: lin h. Med Image Anal. 2019 Dec;58:101549. doi: 10.1016/j.media.2019.101549. Epub 2019 Aug 30. Med Image Anal. 2019. PMID: 31499320

6

Dual-path network with synergistic grouping loss and evidence driven risk stratification for whole slide cervical image analysis.

Lin H, Chen H, Wang X, Wang Q, Wang L, Heng PA. Lin H, et al. Med Image Anal. 2021 Apr;69:101955. doi: 10.1016/j.media.2021.101955. Epub 2021 Feb 2. Med Image Anal. 2021. PMID: 33588122

7

Deep virtual adversarial self-training with consistency regularization for semi-supervised medical image classification.

Wang X, Chen H, Xiang H, Lin H, Lin X, Heng PA. Wang X, et al. Among authors: lin h, lin x. Med Image Anal. 2021 May;70:102010. doi: 10.1016/j.media.2021.102010. Epub 2021 Feb 22. Med Image Anal. 2021. PMID: 33677262

8

Rethinking Annotation Granularity for Overcoming Shortcuts in Deep Learning-based Radiograph Diagnosis: A Multicenter Study.

Luo L, Chen H, Xiao Y, Zhou Y, Wang X, Vardhanabhuti V, Wu M, Han C, Liu Z, Fang XHB, Tsougenis E, Lin H, Heng PA. Luo L, et al. Among authors: lin h. Radiol Artif Intell. 2022 Jul 20;4(5):e210299. doi: 10.1148/ryai.210299. eCollection 2022 Sep. Radiol Artif Intell. 2022. PMID: 36204545 Free PMC article.

9

Deep Omni-Supervised Learning for Rib Fracture Detection From Chest Radiology Images.

Chai Z, Luo L, Lin H, Heng PA, Chen H. Chai Z, et al. Among authors: lin h. IEEE Trans Med Imaging. 2024 May;43(5):1972-1982. doi: 10.1109/TMI.2024.3353248. Epub 2024 May 2. IEEE Trans Med Imaging. 2024. PMID: 38215335

10

Development and validation of an interpretable model integrating multimodal information for improving ovarian cancer diagnosis.

Xiang H, Xiao Y, Li F, Li C, Liu L, Deng T, Yan C, Zhou F, Wang X, Ou J, Lin Q, Hong R, Huang L, Luo L, Lin H, Lin X, Chen H. Xiang H, et al. Among authors: lin q, lin h, lin x. Nat Commun. 2024 Mar 27;15(1):2681. doi: 10.1038/s41467-024-46700-2. Nat Commun. 2024. PMID: 38538600 Free PMC article.

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