Tim K. Lee

Orcid: 0000-0002-0157-2081

According to our database1, Tim K. Lee authored at least 42 papers between 1997 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

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
Skin lesion tracking using structured graphical models.
Medical Image Anal., 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

Skin lesion matching using Jacobian based descriptors for topology preservation.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Spatial Normalization of Human Back Images for Dermatological Studies.
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
Detection and Analysis of Irregular Streaks in Dermoscopic Images of Skin Lesions.
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

Global pattern analysis and classification of dermoscopic images using textons.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Oriented Pattern Analysis for Streak Detection in Dermoscopy Images.
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

Multi-level feature extraction for skin lesion segmentation in dermoscopic images.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012

2011
Generalizing Common Tasks in Automated Skin Lesion Diagnosis.
IEEE Trans. Inf. Technol. Biomed., 2011

Conditional Random Fields and Supervised Learning in Automated Skin Lesion Diagnosis.
Int. J. Biomed. Imaging, 2011

A novel method for detection of pigment network in dermoscopic images using graphs.
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
Graph-based pigment network detection in skin images.
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
Shape retrieval with eigen-CSS search.
Image Vis. Comput., 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
Dermascopic hair disocclusion using inpainting.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

2007
3D Object Recognition by Eigen-Scale-Space of Contours.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

2005
Counting moles automatically from back images.
IEEE Trans. Biomed. Eng., 2005

Determining the asymmetry of skin lesion with fuzzy borders.
Comput. Biol. Medicine, 2005

2004
Automatic nevi segmentation using adaptive mean shift filters and feature analysis.
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

Determining the Asymmetries of Skin Lesions with Fuzzy Borders.
Proceedings of the 3rd IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2003), 2003

2001
Indentation and Protrusion Detection and Its Applications.
Proceedings of the Scale-Space and Morphology in Computer Vision, 2001

2000
New approach to measure border irregularity for melanocytic lesions.
Proceedings of the Medical Imaging 2000: Image Processing, 2000

1999
Describing the structural shape of melanocytic lesions.
Proceedings of the Medical Imaging 1999: Image Processing, 1999

1997
Dullrazor<sup>®</sup>: A software approach to hair removal from images.
Comput. Biol. Medicine, 1997


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