Chen H - Search Results

1

Deep Mining External Imperfect Data for Chest X-Ray Disease Screening.

Luo L, Yu L, Chen H, Liu Q, Wang X, Xu J, Heng PA. Luo L, et al. Among authors: chen h. IEEE Trans Med Imaging. 2020 Nov;39(11):3583-3594. doi: 10.1109/TMI.2020.3000949. Epub 2020 Oct 28. IEEE Trans Med Imaging. 2020. PMID: 32746106

2

UD-MIL: Uncertainty-Driven Deep Multiple Instance Learning for OCT Image Classification.

Wang X, Tang F, Chen H, Luo L, Tang Z, Ran AR, Cheung CY, Heng PA. Wang X, et al. Among authors: chen h. IEEE J Biomed Health Inform. 2020 Dec;24(12):3431-3442. doi: 10.1109/JBHI.2020.2983730. Epub 2020 Dec 4. IEEE J Biomed Health Inform. 2020. PMID: 32248132

3

Transformation-Consistent Self-Ensembling Model for Semisupervised Medical Image Segmentation.

Li X, Yu L, Chen H, Fu CW, Xing L, Heng PA. Li X, et al. Among authors: chen h. IEEE Trans Neural Netw Learn Syst. 2021 Feb;32(2):523-534. doi: 10.1109/TNNLS.2020.2995319. Epub 2021 Feb 4. IEEE Trans Neural Netw Learn Syst. 2021. PMID: 32479407

4

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: chen 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

5

Towards multi-center glaucoma OCT image screening with semi-supervised joint structure and function multi-task learning.

Wang X, Chen H, Ran AR, Luo L, Chan PP, Tham CC, Chang RT, Mannil SS, Cheung CY, Heng PA. Wang X, et al. Among authors: chen h. Med Image Anal. 2020 Jul;63:101695. doi: 10.1016/j.media.2020.101695. Epub 2020 May 19. Med Image Anal. 2020. PMID: 32442866

6

Detection of glaucomatous optic neuropathy with spectral-domain optical coherence tomography: a retrospective training and validation deep-learning analysis.

Ran AR, Cheung CY, Wang X, Chen H, Luo LY, Chan PP, Wong MOM, Chang RT, Mannil SS, Young AL, Yung HW, Pang CP, Heng PA, Tham CC. Ran AR, et al. Among authors: chen h. Lancet Digit Health. 2019 Aug;1(4):e172-e182. doi: 10.1016/S2589-7500(19)30085-8. Epub 2019 Aug 9. Lancet Digit Health. 2019. PMID: 33323187 Free article.

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: chen h. 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

A Multi-Organ Nucleus Segmentation Challenge.

Kumar N, Verma R, Anand D, Zhou Y, Onder OF, Tsougenis E, Chen H, Heng PA, Li J, Hu Z, Wang Y, Koohbanani NA, Jahanifar M, Tajeddin NZ, Gooya A, Rajpoot N, Ren X, Zhou S, Wang Q, Shen D, Yang CK, Weng CH, Yu WH, Yeh CY, Yang S, Xu S, Yeung PH, Sun P, Mahbod A, Schaefer G, Ellinger I, Ecker R, Smedby O, Wang C, Chidester B, Ton TV, Tran MT, Ma J, Do MN, Graham S, Vu QD, Kwak JT, Gunda A, Chunduri R, Hu C, Zhou X, Lotfi D, Safdari R, Kascenas A, O'Neil A, Eschweiler D, Stegmaier J, Cui Y, Yin B, Chen K, Tian X, Gruening P, Barth E, Arbel E, Remer I, Ben-Dor A, Sirazitdinova E, Kohl M, Braunewell S, Li Y, Xie X, Shen L, Ma J, Baksi KD, Khan MA, Choo J, Colomer A, Naranjo V, Pei L, Iftekharuddin KM, Roy K, Bhattacharjee D, Pedraza A, Bueno MG, Devanathan S, Radhakrishnan S, Koduganty P, Wu Z, Cai G, Liu X, Wang Y, Sethi A. Kumar N, et al. Among authors: chen k, chen h. IEEE Trans Med Imaging. 2020 May;39(5):1380-1391. doi: 10.1109/TMI.2019.2947628. Epub 2019 Oct 23. IEEE Trans Med Imaging. 2020. PMID: 31647422 Free PMC article.

9

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. Among authors: chen h. Med Image Anal. 2021 Apr;69:101955. doi: 10.1016/j.media.2021.101955. Epub 2021 Feb 2. Med Image Anal. 2021. PMID: 33588122

10

A Multitask Deep-Learning System to Classify Diabetic Macular Edema for Different Optical Coherence Tomography Devices: A Multicenter Analysis.

Tang F, Wang X, Ran AR, Chan CKM, Ho M, Yip W, Young AL, Lok J, Szeto S, Chan J, Yip F, Wong R, Tang Z, Yang D, Ng DS, Chen LJ, Brelén M, Chu V, Li K, Lai THT, Tan GS, Ting DSW, Huang H, Chen H, Ma JH, Tang S, Leng T, Kakavand S, Mannil SS, Chang RT, Liew G, Gopinath B, Lai TYY, Pang CP, Scanlon PH, Wong TY, Tham CC, Chen H, Heng PA, Cheung CY. Tang F, et al. Among authors: chen lj, chen h. Diabetes Care. 2021 Sep;44(9):2078-2088. doi: 10.2337/dc20-3064. Epub 2021 Jul 27. Diabetes Care. 2021. PMID: 34315698 Free PMC article.

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