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Johnny Tam
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2020 – today
- 2023
- [j3]Molly Bowden, Emily Beswick, Johnny Tam, David Perry, Alice Smith, Judy Newton, Siddharthan Chandran, Oliver Watts, Suvankar Pal:
A systematic review and narrative analysis of digital speech biomarkers in Motor Neuron Disease. npj Digit. Medicine 6 (2023) - 2022
- [c12]Jianfei Liu, Joanne Li, Amday Wolde, Catherine Cukras, Johnny Tam:
Hybrid transformer for lesion segmentation on adaptive optics retinal images. Medical Imaging: Computer-Aided Diagnosis 2022 - 2021
- [j2]Jianfei Liu, Christine Shen, Nancy Aguilera, Catherine Cukras, Robert B. Hufnagel, Wadih M. Zein, Tao Liu, Johnny Tam:
Active Cell Appearance Model Induced Generative Adversarial Networks for Annotation-Efficient Cell Segmentation and Identification on Adaptive Optics Retinal Images. IEEE Trans. Medical Imaging 40(10): 2820-2831 (2021) - [c11]Jianfei Liu, Nancy Aguilera, Tao Liu, Johnny Tam:
Automated Iterative Label Transfer Improves Segmentation of Noisy Cells in Adaptive Optics Retinal Images. DGM4MICCAI/DALI@MICCAI 2021: 201-208 - 2020
- [j1]Jianfei Liu, Yoo-Jean Han, Tao Liu, Nancy Aguilera, Johnny Tam:
Spatially Aware Dense-LinkNet Based Regression Improves Fluorescent Cell Detection in Adaptive Optics Ophthalmic Images. IEEE J. Biomed. Health Informatics 24(12): 3520-3528 (2020) - [c10]Jianfei Liu, Yoo-Jean Han, Tao Liu, Johnny Tam:
Spatially aware deep learning improves identification of retinal pigment epithelial cells with heterogeneous fluorescence levels visualized using adaptive optics. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 1131719 - [c9]Jianfei Liu, Joanne Li, Tao Liu, Johnny Tam:
Graded Image Generation Using Stratified CycleGAN. MICCAI (2) 2020: 760-769
2010 – 2019
- 2019
- [c8]Jianfei Liu, Haewon Jung, Tao Liu, Johnny Tam:
Longitudinal matching of in vivo adaptive optics images of fluorescent cells in the human eye using stochastically consistent superpixels. Medical Imaging: Computer-Aided Diagnosis 2019: 1095030 - [c7]Jianfei Liu, Christine Shen, Tao Liu, Nancy Aguilera, Johnny Tam:
Deriving Visual Cues from Deep Learning to Achieve Subpixel Cell Segmentation in Adaptive Optics Retinal Images. OMIA@MICCAI 2019: 86-94 - [c6]Jianfei Liu, Christine Shen, Tao Liu, Nancy Aguilera, Johnny Tam:
Active Appearance Model Induced Generative Adversarial Network for Controlled Data Augmentation. MICCAI (1) 2019: 201-208 - 2018
- [c5]Jianfei Liu, Haewon Jung, Johnny Tam:
Computer-aided detection of pattern changes in longitudinal adaptive optics images of the retinal pigment epithelium. ISBI 2018: 34-38 - 2017
- [c4]Jianfei Liu, Haewon Jung, Johnny Tam:
Accurate Correspondence of Cone Photoreceptor Neurons in the Human Eye Using Graph Matching Applied to Longitudinal Adaptive Optics Images. MICCAI (2) 2017: 153-161 - 2016
- [c3]Jianfei Liu, Alfredo Dubra, Johnny Tam:
Computer-aided detection of human cone photoreceptor inner segments using multi-scale circular voting. Medical Imaging: Computer-Aided Diagnosis 2016: 97851A - [c2]Jianfei Liu, Alfredo Dubra, Johnny Tam:
A fully automatic framework for cell segmentation on non-confocal adaptive optics images. Medical Imaging: Computer-Aided Diagnosis 2016: 97852J - 2010
- [c1]Johnny Tam, Austin Roorda:
Enhanced detection of cell paths in spatiotemporal plots for noninvasive microscopy of the human retina. ISBI 2010: 584-587
Coauthor Index
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