Johnny Tam

17 papers A 1Journal 4Unranked 12
YearRankTypeTitle / Venue / Authors
2025 A conf
Anne Rowling Neurological Speech Corpus: clinically annotated longitudinal dataset for developing speech biomarkers in neurodegenerative disorders.
INTERSPEECH
Johnny Tam, Christine Weaver, Oliver Watts, Siddharthan Chandran, Suvankar Pal, Rowling Speech Consortium
2025 J jnl
Comparator Loss: An Ordinal Contrastive Loss to Derive a Severity Score for Speech-based Health Monitoring.
CoRR
Jacob J. Webber, Oliver Watts, Lovisa Wihlborg, David Wheatley, Johnny Tam, Christine Weaver, Suvankar Pal, Siddharthan Chandran, Cassia Valentini-Botinhao
2023 J jnl
A systematic review and narrative analysis of digital speech biomarkers in Motor Neuron Disease.
npj Digit. Medicine
Molly Bowden, Emily Beswick, Johnny Tam, David Perry, Alice Smith, Judy Newton, Siddharthan Chandran, Oliver Watts, Suvankar Pal
2022 — conf
Hybrid transformer for lesion segmentation on adaptive optics retinal images.
Computer-Aided Diagnosis
Jianfei Liu, Joanne Li, Amday Wolde, Catherine Cukras, Johnny Tam
2021 J jnl
Active Cell Appearance Model Induced Generative Adversarial Networks for Annotation-Efficient Cell Segmentation and Identification on Adaptive Optics Retinal Images.
IEEE Trans. Medical Imaging
Jianfei Liu, Christine Shen, Nancy Aguilera, Catherine Cukras, Robert B. Hufnagel, Wadih M. Zein, Tao Liu, Johnny Tam
2021 — conf
Automated Iterative Label Transfer Improves Segmentation of Noisy Cells in Adaptive Optics Retinal Images.
DGM4MICCAI/DALI@MICCAI
Jianfei Liu, Nancy Aguilera, Tao Liu, Johnny Tam
2020 — conf
Graded Image Generation Using Stratified CycleGAN.
MICCAI (2)
Jianfei Liu, Joanne Li, Tao Liu, Johnny Tam
2020 J jnl
Spatially Aware Dense-LinkNet Based Regression Improves Fluorescent Cell Detection in Adaptive Optics Ophthalmic Images.
IEEE J. Biomed. Health Informatics
Jianfei Liu, Yoo-Jean Han, Tao Liu, Nancy Aguilera, Johnny Tam
2020 — conf
Spatially aware deep learning improves identification of retinal pigment epithelial cells with heterogeneous fluorescence levels visualized using adaptive optics.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Jianfei Liu, Yoo-Jean Han, Tao Liu, Johnny Tam
2019 — conf
Active Appearance Model Induced Generative Adversarial Network for Controlled Data Augmentation.
MICCAI (1)
Jianfei Liu, Christine Shen, Tao Liu, Nancy Aguilera, Johnny Tam
2019 — conf
Deriving Visual Cues from Deep Learning to Achieve Subpixel Cell Segmentation in Adaptive Optics Retinal Images.
OMIA@MICCAI
Jianfei Liu, Christine Shen, Tao Liu, Nancy Aguilera, Johnny Tam
2019 — conf
Longitudinal matching of in vivo adaptive optics images of fluorescent cells in the human eye using stochastically consistent superpixels.
Computer-Aided Diagnosis
Jianfei Liu, Haewon Jung, Tao Liu, Johnny Tam
2018 — conf
Computer-aided detection of pattern changes in longitudinal adaptive optics images of the retinal pigment epithelium.
ISBI
Jianfei Liu, Haewon Jung, Johnny Tam
2017 — conf
Accurate Correspondence of Cone Photoreceptor Neurons in the Human Eye Using Graph Matching Applied to Longitudinal Adaptive Optics Images.
MICCAI (2)
Jianfei Liu, Haewon Jung, Johnny Tam
2016 — conf
A fully automatic framework for cell segmentation on non-confocal adaptive optics images.
Computer-Aided Diagnosis
Jianfei Liu, Alfredo Dubra, Johnny Tam
2016 — conf
Computer-aided detection of human cone photoreceptor inner segments using multi-scale circular voting.
Computer-Aided Diagnosis
Jianfei Liu, Alfredo Dubra, Johnny Tam
2010 — conf
Enhanced detection of cell paths in spatiotemporal plots for noninvasive microscopy of the human retina.
ISBI
Johnny Tam, Austin Roorda