Heng PA - Search Results

1

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: heng pa. 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.

2

DCAN: Deep contour-aware networks for object instance segmentation from histology images.

Chen H, Qi X, Yu L, Dou Q, Qin J, Heng PA. Chen H, et al. Among authors: heng pa. Med Image Anal. 2017 Feb;36:135-146. doi: 10.1016/j.media.2016.11.004. Epub 2016 Nov 16. Med Image Anal. 2017. PMID: 27898306

3

The Height-Width-Depth Ratios of the Intervertebral Discs and Vertebral Bodies in Adolescent Idiopathic Scoliosis vs Controls in a Chinese Population.

Chen H, Schlösser TPC, Brink RC, Colo D, van Stralen M, Shi L, Chu WCW, Heng PA, Castelein RM, Cheng JCY. Chen H, et al. Among authors: heng pa. Sci Rep. 2017 Apr 18;7:46448. doi: 10.1038/srep46448. Sci Rep. 2017. PMID: 28418040 Free PMC article.

4

VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images.

Chen H, Dou Q, Yu L, Qin J, Heng PA. Chen H, et al. Among authors: heng pa. Neuroimage. 2018 Apr 15;170:446-455. doi: 10.1016/j.neuroimage.2017.04.041. Epub 2017 Apr 23. Neuroimage. 2018. PMID: 28445774 Review.

5

3D deeply supervised network for automated segmentation of volumetric medical images.

Dou Q, Yu L, Chen H, Jin Y, Yang X, Qin J, Heng PA. Dou Q, et al. Among authors: heng pa. Med Image Anal. 2017 Oct;41:40-54. doi: 10.1016/j.media.2017.05.001. Epub 2017 May 8. Med Image Anal. 2017. PMID: 28526212

6

3D multi-scale FCN with random modality voxel dropout learning for Intervertebral Disc Localization and Segmentation from Multi-modality MR Images.

Li X, Dou Q, Chen H, Fu CW, Qi X, Belavý DL, Armbrecht G, Felsenberg D, Zheng G, Heng PA. Li X, et al. Among authors: heng pa. Med Image Anal. 2018 Apr;45:41-54. doi: 10.1016/j.media.2018.01.004. Epub 2018 Feb 2. Med Image Anal. 2018. PMID: 29414435

7

MILD-Net: Minimal information loss dilated network for gland instance segmentation in colon histology images.

Graham S, Chen H, Gamper J, Dou Q, Heng PA, Snead D, Tsang YW, Rajpoot N. Graham S, et al. Among authors: heng pa. Med Image Anal. 2019 Feb;52:199-211. doi: 10.1016/j.media.2018.12.001. Epub 2018 Dec 20. Med Image Anal. 2019. PMID: 30594772

8

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. Among authors: heng pa. 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

9

Deep Learning for Automated Contouring of Primary Tumor Volumes by MRI for Nasopharyngeal Carcinoma.

Lin L, Dou Q, Jin YM, Zhou GQ, Tang YQ, Chen WL, Su BA, Liu F, Tao CJ, Jiang N, Li JY, Tang LL, Xie CM, Huang SM, Ma J, Heng PA, Wee JTS, Chua MLK, Chen H, Sun Y. Lin L, et al. Among authors: heng pa. Radiology. 2019 Jun;291(3):677-686. doi: 10.1148/radiol.2019182012. Epub 2019 Mar 26. Radiology. 2019. PMID: 30912722

10

Weakly supervised 3D deep learning for breast cancer classification and localization of the lesions in MR images.

Zhou J, Luo LY, Dou Q, Chen H, Chen C, Li GJ, Jiang ZF, Heng PA. Zhou J, et al. Among authors: heng pa. J Magn Reson Imaging. 2019 Oct;50(4):1144-1151. doi: 10.1002/jmri.26721. Epub 2019 Mar 29. J Magn Reson Imaging. 2019. PMID: 30924997

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