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Tim K. Lee
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2020 – today
- 2024
- [i2]Yuheng Wang, Tianze Yu, Jiayue Cai, Sunil Kalia, Harvey Lui, Z. Jane Wang, Tim K. Lee:
AI-Enhanced 7-Point Checklist for Melanoma Detection Using Clinical Knowledge Graphs and Data-Driven Quantification. CoRR abs/2407.16822 (2024) - 2023
- [j17]Yongwei Wang
, Yuheng Wang
SSD-KD: A self-supervised diverse knowledge distillation method for lightweight skin lesion classification using dermoscopic images. Medical Image Anal. 84: 102693 (2023) - 2022
- [j16]Yuheng Wang
Multi-channel content based image retrieval method for skin diseases using similarity network fusion and deep community analysis. Biomed. Signal Process. Control. 78: 103893 (2022) - [i1]Yongwei Wang, Yuheng Wang, Tim K. Lee, Chunyan Miao, Z. Jane Wang:
SSD-KD: A Self-supervised Diverse Knowledge Distillation Method for Lightweight Skin Lesion Classification Using Dermoscopic Images. CoRR abs/2203.11490 (2022) - 2021
- [j15]Yuheng Wang
Incorporating clinical knowledge with constrained classifier chain into a multimodal deep network for melanoma detection. Comput. Biol. Medicine 137: 104812 (2021)
2010 – 2019
- 2019
- [c24]Yuheng Wang
Classifying Melanoma and Seborrheic Keratosis Automatically with Polarization Speckle Imaging. GlobalSIP 2019: 1-4 - 2018
- [j14]Pegah Kharazmi
A Computer-Aided Decision Support System for Detection and Localization of Cutaneous Vasculature in Dermoscopy Images Via Deep Feature Learning. J. Medical Syst. 42(2): 33:1-33:11 (2018) - [c23]He Huang, Pegah Kharazmi, David I. McLean, Harvey Lui, Z. Jane Wang, Tim K. Lee:
Automatic detection of translucency using a deep learning method from patches of clinical basal cell carcinoma images. APSIPA 2018: 685-688 - [c22]Pegah Kharazmi, Sunil Kalia, Harvey Lui, Z. Jane Wang, Tim K. Lee:
Computer-aided detection of basal cell carcinoma through blood content analysis in dermoscopy images. Computer-Aided Diagnosis 2018: 105750O - 2017
- [j13]Pegah Kharazmi
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 21(6): 1675-1684 (2017) - 2016
- [j12]Hengameh Mirzaalian
Skin lesion tracking using structured graphical models. Medical Image Anal. 27: 84-92 (2016) - [c21]Pegah Kharazmi, Harvey Lui, Z. Jane Wang, Tim K. Lee:
Automatic detection of basal cell carcinoma using vascular-extracted features from dermoscopy images. CCECE 2016: 1-4 - 2015
- [c20]Hengameh Mirzaalian, Tim K. Lee, Ghassan Hamarneh
Skin lesion matching using Jacobian based descriptors for topology preservation. ISBI 2015: 1407-1410 - [c19]Pegah Kharazmi, Harvey Lui, William V. Stoecker, Tim K. Lee:
Automatic detection and segmentation of vascular structures in dermoscopy images using a novel vesselness measure based on pixel redness and tubularness. Computer-Aided Diagnosis 2015: 94143M - 2014
- [j11]Hengameh Mirzaalian, Tim K. Lee, Ghassan Hamarneh
Hair Enhancement in Dermoscopic Images Using Dual-Channel Quaternion Tubularness Filters and MRF-Based Multilabel Optimization. IEEE Trans. Image Process. 23(12): 5486-5496 (2014) - [j10]Hengameh Mirzaalian, Tim K. Lee, Ghassan Hamarneh
Spatial Normalization of Human Back Images for Dermatological Studies. IEEE J. Biomed. Health Informatics 18(4): 1494-1501 (2014) - 2013
- [j9]Maryam Sadeghi, Tim K. Lee, David I. McLean, Harvey Lui, M. Stella Atkins:
Detection and Analysis of Irregular Streaks in Dermoscopic Images of Skin Lesions. IEEE Trans. Medical Imaging 32(5): 849-861 (2013) - 2012
- [c18]Sina KhakAbi, Paul Wighton, Tim K. Lee, M. Stella Atkins:
Multi-level feature extraction for skin lesion segmentation in dermoscopic images. Computer-Aided Diagnosis 2012: 83150E - [c17]Hengameh Mirzaalian, Tim K. Lee, Ghassan Hamarneh
Uncertainty-Based Feature Learning for Skin Lesion Matching Using a High Order MRF Optimization Framework. MICCAI (2) 2012: 98-105 - [c16]Maryam Sadeghi, Tim K. Lee, David I. McLean, Harvey Lui, M. Stella Atkins:
Oriented Pattern Analysis for Streak Detection in Dermoscopy Images. MICCAI (1) 2012: 298-306 - [c15]Maryam Sadeghi, Tim K. Lee, David I. McLean, Harvey Lui, M. Stella Atkins:
Global pattern analysis and classification of dermoscopic images using textons. Image Processing 2012: 83144X - [c14]Hengameh Mirzaalian, Tim K. Lee, Ghassan Hamarneh
Learning features for streak detection in dermoscopic color images using localized radial flux of principal intensity curvature. MMBIA 2012: 97-101 - 2011
- [j8]Maryam Sadeghi, Majid Razmara, Tim K. Lee, M. Stella Atkins:
A novel method for detection of pigment network in dermoscopic images using graphs. Comput. Medical Imaging Graph. 35(2): 137-143 (2011) - [j7]Paul Wighton, Tim K. Lee, Greg Mori, Harvey Lui, David I. McLean, M. Stella Atkins:
Conditional Random Fields and Supervised Learning in Automated Skin Lesion Diagnosis. Int. J. Biomed. Imaging 2011: 846312:1-846312:10 (2011) - [j6]Paul Wighton, Tim K. Lee, Harvey Lui, David I. McLean, M. Stella Atkins:
Generalizing Common Tasks in Automated Skin Lesion Diagnosis. IEEE Trans. Inf. Technol. Biomed. 15(4): 622-629 (2011) - [c13]Sina KhakAbi, Tim K. Lee, M. Stella Atkins:
Tree Structured Model of Skin Lesion Growth Pattern via Color Based Cluster Analysis. MLMI 2011: 291-299 - 2010
- [c12]Maryam Sadeghi, Majid Razmara, Paul Wighton, Tim K. Lee, M. Stella Atkins:
Modeling the Dermoscopic Structure Pigment Network Using a Clinically Inspired Feature Set. MIAR 2010: 467-474 - [c11]Nhi H. Nguyen, Tim K. Lee, M. Stella Atkins:
Segmentation of light and dark hair in dermoscopic images: a hybrid approach using a universal kernel. Image Processing 2010: 76234N - [c10]Maryam Sadeghi, Majid Razmara, Martin Ester, Tim K. Lee, M. Stella Atkins:
Graph-based pigment network detection in skin images. Image Processing 2010: 762312
2000 – 2009
- 2009
- [j5]Mark S. Drew, Tim K. Lee, Andrew Rova:
Shape retrieval with eigen-CSS search. Image Vis. Comput. 27(6): 748-755 (2009) - [c9]Hengameh Mirzaalian, Ghassan Hamarneh
A graph-based approach to skin mole matching incorporating template-normalized coordinates. CVPR 2009: 2152-2159 - [c8]Paul Wighton, Maryam Sadeghi, Tim K. Lee, M. Stella Atkins:
A Fully Automatic Random Walker Segmentation for Skin Lesions in a Supervised Setting. MICCAI (1) 2009: 1108-1115 - 2008
- [c7]Paul Wighton, Tim K. Lee, M. Stella Atkins:
Dermascopic hair disocclusion using inpainting. Image Processing 2008: 691427 - 2007
- [c6]Tim K. Lee, Mark S. Drew:
3D Object Recognition by Eigen-Scale-Space of Contours. SSVM 2007: 883-894 - 2005
- [j4]Vincent T. Y. Ng
Determining the asymmetry of skin lesion with fuzzy borders. Comput. Biol. Medicine 35(2): 103-120 (2005) - [j3]Tim K. Lee, M. Stella Atkins, Michael A. King, SavioLau, David I. McLean:
Counting moles automatically from back images. IEEE Trans. Biomed. Eng. 52(11): 1966-1969 (2005) - 2004
- [c5]Michael A. King, Tim K. Lee, M. Stella Atkins, David I. McLean:
Automatic nevi segmentation using adaptive mean shift filters and feature analysis. Image Processing 2004 - 2003
- [j2]Tim K. Lee, David I. McLean, M. Stella Atkins:
Irregularity index: A new border irregularity measure for cutaneous melanocytic lesions. Medical Image Anal. 7(1): 47-64 (2003) - [c4]Vincent T. Y. Ng, Tim K. Lee, Benny Y. M. Fung:
Determining the Asymmetries of Skin Lesions with Fuzzy Borders. BIBE 2003: 223-230 - 2001
- [c3]Tim K. Lee, M. Stella Atkins, Ze-Nian Li:
Indentation and Protrusion Detection and Its Applications. Scale-Space 2001: 335-343 - 2000
- [c2]Tim Kam Lee, M. Stella Atkins:
New approach to measure border irregularity for melanocytic lesions. Image Processing 2000
1990 – 1999
- 1999
- [c1]Tim Kam Lee, M. Stella Atkins, Richard P. Gallagher, Calum E. MacAulay, Andy Coldman, David I. McLean:
Describing the structural shape of melanocytic lesions. Image Processing 1999 - 1997
- [j1]Tim K. Lee, Vincent Ng
Dullrazor®: A software approach to hair removal from images. Comput. Biol. Medicine 27(6): 533-543 (1997)
Coauthor Index
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