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Journal Articles
- 2023
[j27]Norsang Lama, Reda Kasmi, Jason R. Hagerty, Ronald Joe Stanley
, Reagan Young, Jessica Miinch, Januka Nepal, Anand K. Nambisan, William V. Stoecker:
ChimeraNet: U-Net for Hair Detection in Dermoscopic Skin Lesion Images. J. Digit. Imaging 36(2): 526-535 (2023)- [j26]Norsang Lama, Jason R. Hagerty, Anand K. Nambisan, Ronald Joe Stanley, William Van Stoecker:
Skin Lesion Segmentation in Dermoscopic Images with Noisy Data. J. Digit. Imaging 36(4): 1712-1722 (2023) - 2022
- [j25]Anand K. Nambisan, Norsang Lama, Thanh Phan, Samantha Swinfard, Binita Lama, Colin Smith, Ahmad Rajeh, Gehana Patel, Jason R. Hagerty, William V. Stoecker, Ronald Joe Stanley:
Deep learning-based dot and globule segmentation with pixel and blob-based metrics for evaluation. Intell. Syst. Appl. 16: 200126 (2022) - 2019
- [j24]Haidar A. Almubarak, Ronald 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): 66-87 (2019) - [j23]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): 570-577 (2019) - [j22]Jason R. Hagerty, Ronald 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): 1385-1391 (2019) - 2017
- [j21]Haidar A. Almubarak, Ronald Joe Stanley, William V. Stoecker, Randy H. Moss:
Fuzzy Color Clustering for Melanoma Diagnosis in Dermoscopy Images. Inf. 8(3): 89 (2017) - [j20]Kanakam Teja Maddala, Randy H. Moss, William V. Stoecker, Jason R. Hagerty, Justin G. Cole, Nabin K. Mishra, Ronald Joe Stanley:
Adaptable Ring for Vision-Based Measurements and Shape Analysis. IEEE Trans. Instrum. Meas. 66(4): 746-756 (2017) - 2016
- [j19]Peng Guo, Koyel Banerjee, Ronald 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): 1595-1607 (2016) - 2014
- [j18]Mounika Lingala, Ronald 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): 403-410 (2014) - 2012
- [j17]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): 1165-1169 (2012) - [j16]Gianluca Sforza, Giovanna Castellano, Sai Krishna Arika, Robert W. LeAnder, Ronald 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): 1839-1847 (2012) - 2011
- [j15]M. Emre Celebi, William V. Stoecker, Randy H. Moss:
Advances in skin cancer image analysis. Comput. Medical Imaging Graph. 35(2): 83-84 (2011) - [j14]Hanzheng Wang, Randy H. Moss, Xiaohe Chen, Ronald 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): 116-120 (2011) - [j13]William V. Stoecker, Mark Wronkiewiecz, Raeed H. Chowdhury, Ronald 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): 144-147 (2011) - [j12]Ankur Dalal, Randy H. Moss, Ronald 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): 148-154 (2011) - 2009
- [j11]Azmath Khan, Kapil Gupta, Ronald 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): 50-57 (2009) - [j10]M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker:
Lesion border detection in dermoscopy images. Comput. Medical Imaging Graph. 33(2): 148-153 (2009) - 2008
- [j9]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): 670-677 (2008) - [j8]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): 157-161 (2008) - 2007
- [j7]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): 362-373 (2007) - 2006
- [j6]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): 1309-1316 (2006) - 2004
- [j5]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): 66-71 (2004) - 2003
- [j4]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): 1020-1025 (2003) - 2000
- [j3]Zhao Zhang, William V. Stoecker, Randy H. Moss:
Border Detection on Digitized Skin Tumor Images. IEEE Trans. Medical Imaging 19(11): 1128-1143 (2000) - 1993
- [j2]Fikret Erçal, Madhav Moganti, William V. Stoecker, Randy H. Moss:
Detection of skin tumor boundaries in color images. IEEE Trans. Medical Imaging 12(3): 624-626 (1993) - 1990
- [j1]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): 1235-1247 (1990)
Conference and Workshop Papers
- 2017
- [c14]Nabin K. Mishra, Ravneet Kaur, Reda Kasmi, Serkan Kefel, Pelin Guvenc, Justin G. Cole, Jason R. Hagerty, Hemanth Y. Aradhyula, Robert W. LeAnder, Ronald 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: 115-123 - [c13]Sudhir Sornapudi, Ronald Joe Stanley, Jason R. Hagerty, William V. Stoecker:
Real-world Pill Segmentation based on Superpixel Merge using Region Adjacency Graph. VISIGRAPP (4: VISAPP) 2017: 182-187 - [c12]Peng Guo, Ronald Joe Stanley, Justin G. Cole, Jason R. Hagerty, William V. Stoecker:
Color Feature-based Pillbox Image Color Recognition. VISIGRAPP (4: VISAPP) 2017: 188-194 - [c11]Ravali Edulapuram, Ronald 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: 195-202 - [c10]Jason R. Hagerty, Ronald 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: 306-311 - 2015
- [c9]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: 94143M - 2013
- [c8]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: 378-384 - [c7]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: 444-448 - [c6]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: 492-495 - [c5]William V. Stoecker, Nabin K. Mishra, Robert W. LeAnder, Ryan K. Rader, Ronald Joe Stanley:
Automatic Detection of Skin Cancer - Current Status, Path for the Future. VISAPP (1) 2013: 504-508 - 2009
- [c4]M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker:
Localization of Lesions in Dermoscopy Images Using Ensembles of Thresholding Methods. PSIVT 2009: 1094-1103 - 2007
- [c3]M. Emre Celebi, Hassan A. Kingravi, Hitoshi Iyatomi, JeongKyu Lee, Y. Alp Aslandogan, William Van Stoecker, Randy H. Moss, Joseph M. Malters, Ashfaq A. Marghoob:
Fast and accurate border detection in dermoscopy images using statistical region merging. Medical Imaging: Image Processing 2007: 65123V - 2006
- [c2]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: 61445T - 2001
- [c1]Zhao Zhang, Randy H. Moss, William V. Stoecker:
A Novel Morphological Operator to Calculate Euler Number. MIAR 2001: 226-228
Informal and Other Publications
- 2023
- [i6]Norsang Lama, Ronald 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 abs/2305.09542 (2023) - 2020
- [i5]Sudhir Sornapudi, Ronald 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 abs/2007.11392 (2020) - 2010
- [i4]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 abs/1009.1013 (2010) - [i3]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 abs/1009.1020 (2010) - [i2]M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker:
Approximate Lesion Localization in Dermoscopy Images. CoRR abs/1009.1362 (2010) - [i1]M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer, William V. Stoecker:
Lesion Border Detection in Dermoscopy Images. CoRR abs/1011.0640 (2010)
Coauthor Index
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