Johnny Tam
Orcid: 0000-0002-6976-2666
According to our database1,
Johnny Tam
authored at least 16 papers
between 2010 and 2025.
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Bibliography
2025
Comparator Loss: An Ordinal Contrastive Loss to Derive a Severity Score for Speech-based Health Monitoring.
CoRR, September, 2025
2023
A systematic review and narrative analysis of digital speech biomarkers in Motor Neuron Disease.
npj Digit. Medicine, 2023
2022
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022
2021
Active Cell Appearance Model Induced Generative Adversarial Networks for Annotation-Efficient Cell Segmentation and Identification on Adaptive Optics Retinal Images.
IEEE Trans. Medical Imaging, 2021
Automated Iterative Label Transfer Improves Segmentation of Noisy Cells in Adaptive Optics Retinal Images.
Proceedings of the Deep Generative Models, and Data Augmentation, Labelling, and Imperfections, 2021
2020
Spatially Aware Dense-LinkNet Based Regression Improves Fluorescent Cell Detection in Adaptive Optics Ophthalmic Images.
IEEE J. Biomed. Health Informatics, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Spatially aware deep learning improves identification of retinal pigment epithelial cells with heterogeneous fluorescence levels visualized using adaptive optics.
Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020
2019
Deriving Visual Cues from Deep Learning to Achieve Subpixel Cell Segmentation in Adaptive Optics Retinal Images.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019
Active Appearance Model Induced Generative Adversarial Network for Controlled Data Augmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Longitudinal matching of in vivo adaptive optics images of fluorescent cells in the human eye using stochastically consistent superpixels.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019
2018
Computer-aided detection of pattern changes in longitudinal adaptive optics images of the retinal pigment epithelium.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Accurate Correspondence of Cone Photoreceptor Neurons in the Human Eye Using Graph Matching Applied to Longitudinal Adaptive Optics Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
2016
A fully automatic framework for cell segmentation on non-confocal adaptive optics images.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016
Computer-aided detection of human cone photoreceptor inner segments using multi-scale circular voting.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016
2010
Enhanced detection of cell paths in spatiotemporal plots for noninvasive microscopy of the human retina.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010