Johnny Tam

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 14

Top Topics

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

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)
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)
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) (2021)
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)
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)
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) (2020)
Jianfei Liu, Joanne Li, Tao Liu, Johnny Tam
Graded Image Generation Using Stratified CycleGAN. MICCAI (2) (2020)
Jianfei Liu, Christine Shen, Tao Liu, Nancy Aguilera, Johnny Tam
Active Appearance Model Induced Generative Adversarial Network for Controlled Data Augmentation. MICCAI (1) (2019)
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)
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)
Jianfei Liu, Haewon Jung, Johnny Tam
Computer-aided detection of pattern changes in longitudinal adaptive optics images of the retinal pigment epithelium. ISBI (2018)
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)
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)
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)
Johnny Tam, Austin Roorda
Enhanced detection of cell paths in spatiotemporal plots for noninvasive microscopy of the human retina. ISBI (2010)