Luo LY - Search Results

1

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: luo ly. 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

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. 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

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. Med Image Anal. 2020 Jul;63:101695. doi: 10.1016/j.media.2020.101695. Epub 2020 May 19. Med Image Anal. 2020. PMID: 32442866

4

Semi-Supervised Medical Image Classification With Relation-Driven Self-Ensembling Model.

Liu Q, Yu L, Luo L, Dou Q, Heng PA. Liu Q, et al. IEEE Trans Med Imaging. 2020 Nov;39(11):3429-3440. doi: 10.1109/TMI.2020.2995518. Epub 2020 Oct 28. IEEE Trans Med Imaging. 2020. PMID: 32746096

5

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. 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

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: luo ly. 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

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. 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.

8

Triplet attention and dual-pool contrastive learning for clinic-driven multi-label medical image classification.

Zhang Y, Luo L, Dou Q, Heng PA. Zhang Y, et al. Med Image Anal. 2023 May;86:102772. doi: 10.1016/j.media.2023.102772. Epub 2023 Feb 16. Med Image Anal. 2023. PMID: 36822050

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. 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

Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions.

Luo L, Wang X, Lin Y, Ma X, Tan A, Chan R, Vardhanabhuti V, Chu WC, Cheng KT, Chen H. Luo L, et al. IEEE Rev Biomed Eng. 2024 Jan 24;PP. doi: 10.1109/RBME.2024.3357877. Online ahead of print. IEEE Rev Biomed Eng. 2024. PMID: 38265911

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