Tim K. Lee
Orcid: 0000-0002-0157-2081
According to our database1,
Tim K. Lee
authored at least 43 papers
between 1997 and 2024.
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Bibliography
2024
AI-Enhanced 7-Point Checklist for Melanoma Detection Using Clinical Knowledge Graphs and Data-Driven Quantification.
CoRR, 2024
2023
SSD-KD: A self-supervised diverse knowledge distillation method for lightweight skin lesion classification using dermoscopic images.
Medical Image Anal., 2023
2022
SSD-KD: A Self-supervised Diverse Knowledge Distillation Method for Lightweight Skin Lesion Classification Using Dermoscopic Images.
CoRR, 2022
Multi-channel content based image retrieval method for skin diseases using similarity network fusion and deep community analysis.
Biomed. Signal Process. Control., 2022
2021
Incorporating clinical knowledge with constrained classifier chain into a multimodal deep network for melanoma detection.
Comput. Biol. Medicine, 2021
2019
Classifying Melanoma and Seborrheic Keratosis Automatically with Polarization Speckle Imaging.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019
2018
A Computer-Aided Decision Support System for Detection and Localization of Cutaneous Vasculature in Dermoscopy Images Via Deep Feature Learning.
J. Medical Syst., 2018
Computer-aided detection of basal cell carcinoma through blood content analysis in dermoscopy images.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Automatic detection of translucency using a deep learning method from patches of clinical basal cell carcinoma images.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018
2017
Automated Detection and Segmentation of Vascular Structures of Skin Lesions Seen in Dermoscopy, With an Application to Basal Cell Carcinoma Classification.
IEEE J. Biomed. Health Informatics, 2017
2016
Automatic detection of basal cell carcinoma using vascular-extracted features from dermoscopy images.
Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016
2015
Automatic detection and segmentation of vascular structures in dermoscopy images using a novel vesselness measure based on pixel redness and tubularness.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
IEEE J. Biomed. Health Informatics, 2014
Hair Enhancement in Dermoscopic Images Using Dual-Channel Quaternion Tubularness Filters and MRF-Based Multilabel Optimization.
IEEE Trans. Image Process., 2014
2013
IEEE Trans. Medical Imaging, 2013
2012
Learning features for streak detection in dermoscopic color images using localized radial flux of principal intensity curvature.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Uncertainty-Based Feature Learning for Skin Lesion Matching Using a High Order MRF Optimization Framework.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, 2012
2011
IEEE Trans. Inf. Technol. Biomed., 2011
Conditional Random Fields and Supervised Learning in Automated Skin Lesion Diagnosis.
Int. J. Biomed. Imaging, 2011
Comput. Medical Imaging Graph., 2011
Tree Structured Model of Skin Lesion Growth Pattern via Color Based Cluster Analysis.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Segmentation of light and dark hair in dermoscopic images: a hybrid approach using a universal kernel.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Modeling the Dermoscopic Structure Pigment Network Using a Clinically Inspired Feature Set.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010
2009
A Fully Automatic Random Walker Segmentation for Skin Lesions in a Supervised Setting.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
A graph-based approach to skin mole matching incorporating template-normalized coordinates.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
2007
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007
2005
Comput. Biol. Medicine, 2005
2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
2003
Irregularity index: A new border irregularity measure for cutaneous melanocytic lesions.
Medical Image Anal., 2003
Proceedings of the 3rd IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2003), 2003
2001
Proceedings of the Scale-Space and Morphology in Computer Vision, 2001
2000
Proceedings of the Medical Imaging 2000: Image Processing, 2000
1999
Proceedings of the Medical Imaging 1999: Image Processing, 1999
1997
Comput. Biol. Medicine, 1997