William V. Stoecker

Publication Activity (10 Years)

Years Active: 1990-2023
Publications (10 Years): 16

Top Topics

Dermoscopy Images

Top Venues

VISIGRAPP (4: VISAPP)

IEEE J. Biomed. Health Informatics

Publications

Norsang Lama, Reda Kasmi, Jason R. Hagerty, R. Joe Stanley, Reagan Young, Jessica Miinch, Januka Nepal, Anand Nambisan, William V. Stoecker
ChimeraNet: U-Net for Hair Detection in Dermoscopic Skin Lesion Images. J. Digit. Imaging 36 (2) (2023)
Norsang Lama, R. Joe Stanley, Anand K. Nambisan, Akanksha Maurya, Jason R. Hagerty, William V. Stoecker
Increasing Melanoma Diagnostic Confidence: Forcing the Convolutional Network to Learn from the Lesion. CoRR (2023)
Anand K. Nambisan, Norsang Lama, Thanh Phan, Samantha Swinfard, Binita Lama, Colin Smith, Ahmad Rajeh, Gehana Patel, Jason R. Hagerty, William V. Stoecker, Ronald J. Stanley
Deep learning-based dot and globule segmentation with pixel and blob-based metrics for evaluation. Intell. Syst. Appl. 16 (2022)
Sudhir Sornapudi, R. Joe Stanley, William V. Stoecker, L. Rodney Long, Zhiyun Xue, Rosemary Zuna, Shelliane R. Frazier, Sameer K. Antani
Feature based Sequential Classifier with Attention Mechanism. CoRR (2020)
Haidar A. Almubarak, R. Joe Stanley, Peng Guo, L. Rodney Long, Sameer K. Antani, George R. Thoma, Rosemary Zuna, Shelliane R. Frazier, William V. Stoecker
A Hybrid Deep Learning and Handcrafted Feature Approach for Cervical Cancer Digital Histology Image Classification. Int. J. Heal. Inf. Syst. Informatics 14 (2) (2019)
Sahar Sabbaghi Mahmouei, Mohammad Aldeen, William V. Stoecker, Rahil Garnavi
Biologically Inspired QuadTree Color Detection in Dermoscopy Images of Melanoma. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Jason R. Hagerty, R. Joe Stanley, Haidar A. Almubarak, Norsang Lama, Reda Kasmi, Peng Guo, Rhett Drugge, Harold S. Rabinovitz, Margaret Oliviero, William V. Stoecker
Deep Learning and Handcrafted Method Fusion: Higher Diagnostic Accuracy for Melanoma Dermoscopy Images. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Nabin K. Mishra, Ravneet Kaur, Reda Kasmi, Serkan Kefel, Pelin Guvenc, Justin G. Cole, Jason R. Hagerty, Hemanth Y. Aradhyula, Robert W. LeAnder, R. Joe Stanley, Randy H. Moss, William V. Stoecker
Automatic Separation of Basal Cell Carcinoma from Benign Lesions in Dermoscopy Images with Border Thresholding Techniques. VISIGRAPP (4: VISAPP) (2017)
Peng Guo, Ronald J. Stanley, Justin G. Cole, Jason R. Hagerty, William V. Stoecker
Color Feature-based Pillbox Image Color Recognition. VISIGRAPP (4: VISAPP) (2017)
Haidar A. Almubarak, R. Joe Stanley, William V. Stoecker, Randy H. Moss
Fuzzy Color Clustering for Melanoma Diagnosis in Dermoscopy Images. Inf. 8 (3) (2017)
Jason R. Hagerty, R. Joe Stanley, William V. Stoecker
Medical Image Processing in the Age of Deep Learning - Is There Still Room for Conventional Medical Image Processing Techniques?. VISIGRAPP (4: VISAPP) (2017)
Ravali Edulapuram, R. Joe Stanley, L. Rodney Long, Sameer K. Antani, George R. Thoma, Rosemary Zuna, William V. Stoecker, Jason R. Hagerty
Nuclei Segmentation using a Level Set Active Contour Method and Spatial Fuzzy C-means Clustering. VISIGRAPP (4: VISAPP) (2017)
Sudhir Sornapudi, R. Joe Stanley, Jason R. Hagerty, William V. Stoecker
Real-world Pill Segmentation based on Superpixel Merge using Region Adjacency Graph. VISIGRAPP (4: VISAPP) (2017)
Kanakam Teja Maddala, Randy H. Moss, William V. Stoecker, Jason R. Hagerty, Justin G. Cole, Nabin K. Mishra, R. Joe Stanley
Adaptable Ring for Vision-Based Measurements and Shape Analysis. IEEE Trans. Instrum. Meas. 66 (4) (2017)
Peng Guo, Koyel Banerjee, R. Joe Stanley, L. Rodney Long, Sameer K. Antani, George R. Thoma, Rosemary Zuna, Shelliane R. Frazier, Randy H. Moss, William V. Stoecker
Nuclei-Based Features for Uterine Cervical Cancer Histology Image Analysis With Fusion-Based Classification. IEEE J. Biomed. Health Informatics 20 (6) (2016)
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. Medical Imaging: Computer-Aided Diagnosis (2015)
Mounika Lingala, R. Joe Stanley, Ryan K. Rader, Jason R. Hagerty, Harold S. Rabinovitz, Margaret Oliviero, Iqra Choudhry, William V. Stoecker
Fuzzy logic color detection: Blue areas in melanoma dermoscopy images. Comput. Medical Imaging Graph. 38 (5) (2014)
David E. Madsen, Katie S. Payne, Jason R. Hagerty, Nathan Szanto, Mark Wronkiewiecz, Randy H. Moss, William V. Stoecker
Automatic Pill Identification from Pillbox Images. VISAPP (1) (2013)
Kaushik V. S. N. Ghantasala, Raeed H. Chowdhury, Uday Guntupalli, Jason R. Hagerty, Randy H. Moss, Ryan K. Rader, William V. Stoecker
The Median Split Algorithm for Detection of Critical Melanoma Color Features. VISAPP (1) (2013)
Viswanaath Subramanian, Randy H. Moss, Ryan K. Rader, Sneha K. Mahajan, William V. Stoecker
Template Matching for Detection of Starry Milia-Like Cysts in Dermoscopic Images. VISAPP (1) (2013)
William V. Stoecker, Nabin K. Mishra, Robert W. LeAnder, Ryan K. Rader, R. Joe Stanley
Automatic Detection of Skin Cancer - Current Status, Path for the Future. VISAPP (1) (2013)
N. M. Shakya, Robert W. LeAnder, K. A. Hinton, S. M. Stricklin, Ryan K. Rader, Jason R. Hagerty, William V. Stoecker
Discrimination of squamous cell carcinoma in situ from seborrheic keratosis by color analysis techniques requires information from scale, scale-crust and surrounding areas in dermoscopy images. Comput. Biol. Medicine 42 (12) (2012)
Gianluca Sforza, Giovanna Castellano, Sai Krishna Arika, Robert W. LeAnder, R. Joe Stanley, William V. Stoecker, Jason R. Hagerty
Using Adaptive Thresholding and Skewness Correction to Detect Gray Areas in Melanoma In Situ Images. IEEE Trans. Instrum. Meas. 61 (7) (2012)
William V. Stoecker, Mark Wronkiewiecz, Raeed H. Chowdhury, R. Joe Stanley, Jin Xu, Austin Bangert, Bijaya Shrestha, David A. Calcara, Harold S. Rabinovitz, Margaret Oliviero, Fatimah Ahmed, Lindall A. Perry, Rhett Drugge
Detection of granularity in dermoscopy images of malignant melanoma using color and texture features. Comput. Medical Imaging Graph. 35 (2) (2011)
Ankur Dalal, Randy H. Moss, R. Joe Stanley, William V. Stoecker, Kapil Gupta, David A. Calcara, Jin Xu, Bijaya Shrestha, Rhett Drugge, Joseph M. Malters, Lindall A. Perry
Concentric decile segmentation of white and hypopigmented areas in dermoscopy images of skin lesions allows discrimination of malignant melanoma. Comput. Medical Imaging Graph. 35 (2) (2011)
M. Emre Celebi, William V. Stoecker, Randy H. Moss
Advances in skin cancer image analysis. Comput. Medical Imaging Graph. 35 (2) (2011)
Hanzheng Wang, Randy H. Moss, Xiaohe Chen, R. Joe Stanley, William V. Stoecker, M. Emre Celebi, Joseph M. Malters, James M. Grichnik, Ashfaq A. Marghoob, Harold S. Rabinovitz, Scott W. Menzies, Thomas M. Szalapski
Modified watershed technique and post-processing for segmentation of skin lesions in dermoscopy images. Comput. Medical Imaging Graph. 35 (2) (2011)
M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker
Lesion Border Detection in Dermoscopy Images CoRR (2010)
M. Emre Celebi, Gerald Schaefer, Hitoshi Iyatomi, William V. Stoecker, Joseph M. Malters, James M. Grichnik
An Improved Objective Evaluation Measure for Border Detection in Dermoscopy Images CoRR (2010)
M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker
Approximate Lesion Localization in Dermoscopy Images CoRR (2010)
M. Emre Celebi, Hitoshi Iyatomi, William V. Stoecker, Randy H. Moss, Harold S. Rabinovitz, Giuseppe Argenziano, H. Peter Soyer
Automatic Detection of Blue-White Veil and Related Structures in Dermoscopy Images CoRR (2010)
Azmath Khan, Kapil Gupta, R. Joe Stanley, William V. Stoecker, Randy H. Moss, Giuseppe Argenziano, H. Peter Soyer, Harold S. Rabinovitz, Armand B. Cognetta Jr.
Fuzzy logic techniques for blotch feature evaluation in dermoscopy images. Comput. Medical Imaging Graph. 33 (1) (2009)
M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker
Lesion border detection in dermoscopy images. Comput. Medical Imaging Graph. 33 (2) (2009)
M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker
Localization of Lesions in Dermoscopy Images Using Ensembles of Thresholding Methods. PSIVT (2009)
David Delgado-Gómez, Constantine Butakoff, Bjarne Kjær Ersbøll, William V. Stoecker
Independent Histogram Pursuit for Segmentation of Skin Lesions. IEEE Trans. Biomed. Eng. 55 (1) (2008)
M. Emre Celebi, Hitoshi Iyatomi, William V. Stoecker, Randy H. Moss, Harold S. Rabinovitz, Giuseppe Argenziano, H. Peter Soyer
Automatic detection of blue-white veil and related structures in dermoscopy images. Comput. Medical Imaging Graph. 32 (8) (2008)
M. Emre Celebi, Hassan A. Kingravi, Bakhtiyar Uddin, Hitoshi Iyatomi, Y. Alp Aslandogan, William V. Stoecker, Randy H. Moss
A methodological approach to the classification of dermoscopy images. Comput. Medical Imaging Graph. 31 (6) (2007)
M. Emre Celebi, Hassan A. Kingravi, Y. Alp Aslandogan, William V. Stoecker
Detection of blue-white veil areas in dermoscopy images using machine learning techniques. Medical Imaging: Image Processing (2006)
Pratik Mehta, Kundan Chand, Deepak Narayanswamy, Daryl G. Beetner, Reza Zoughi, William V. Stoecker
Microwave reflectometry as a novel diagnostic tool for detection of skin cancers. IEEE Trans. Instrum. Meas. 55 (4) (2006)
Rohit Dua, Daryl G. Beetner, William V. Stoecker, Donald C. Wunsch II
Detection of basal cell carcinoma using electrical impedance and neural networks. IEEE Trans. Biomed. Eng. 51 (1) (2004)
Daryl G. Beetner, Sanat Kapoor, Shivappa Manjunath, Xiangyang Zhou, William V. Stoecker
Differentiation among basal cell carcinoma, benign lesions, and normal skin using electric impedance. IEEE Trans. Biomed. Eng. 50 (8) (2003)
Zhao Zhang, Randy H. Moss, William V. Stoecker
A Novel Morphological Operator to Calculate Euler Number. MIAR (2001)
Zhao Zhang, William V. Stoecker, Randy H. Moss
Border Detection on Digitized Skin Tumor Images. IEEE Trans. Medical Imaging 19 (11) (2000)
Fikret Erçal, Madhav Moganti, William V. Stoecker, Randy H. Moss
Detection of skin tumor boundaries in color images. IEEE Trans. Medical Imaging 12 (3) (1993)
Jeremiah E. Golston, Randy H. Moss, William V. Stoecker
Boundary detection in skin tumor images: An overall approach and a radial search algorithm. Pattern Recognit. 23 (11) (1990)