Scott Doyle
Title
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Year
A method for normalizing histology slides for quantitative analysis
M Macenko, M Niethammer, JS Marron, D Borland, JT Woosley, X Guan, ...
2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro†…, 2009
4892009
Automated gland and nuclei segmentation for grading of prostate and breast cancer histopathology
S Naik, S Doyle, S Agner, A Madabhushi, M Feldman, J Tomaszewski
2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to†…, 2008
3222008
Automated grading of breast cancer histopathology using spectral clustering with textural and architectural image features
S Doyle, S Agner, A Madabhushi, M Feldman, J Tomaszewski
2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to†…, 2008
2802008
Automated grading of prostate cancer using architectural and textural image features
S Doyle, M Hwang, K Shah, A Madabhushi, M Feldman, J Tomaszeweski
2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to†…, 2007
2772007
A boosted Bayesian multiresolution classifier for prostate cancer detection from digitized needle biopsies
S Doyle, M Feldman, J Tomaszewski, A Madabhushi
IEEE transactions on biomedical engineering 59 (5), 1205-1218, 2010
2422010
Burden of male lower urinary tract symptoms (LUTS) suggestive of benign prostatic hyperplasia (BPH)–focus on the UK
M Speakman, R Kirby, S Doyle, C Ioannou
BJU international 115 (4), 508-519, 2015
1432015
Gland segmentation and computerized gleason grading of prostate histology by integrating low-, high-level and domain specific information
S Naik, S Doyle, M Feldman, J Tomaszewski, A Madabhushi
MIAAB workshop, 1-8, 2007
1332007
A boosting cascade for automated detection of prostate cancer from digitized histology
S Doyle, A Madabhushi, M Feldman, J Tomaszeweski
International conference on medical image computing and computer-assisted†…, 2006
1272006
Computer-aided prognosis: predicting patient and disease outcome via quantitative fusion of multi-scale, multi-modal data
A Madabhushi, S Agner, A Basavanhally, S Doyle, G Lee
Computerized medical imaging and graphics 35 (7-8), 506-514, 2011
1132011
Cascaded discrimination of normal, abnormal, and confounder classes in histopathology: Gleason grading of prostate cancer
S Doyle, MD Feldman, N Shih, J Tomaszewski, A Madabhushi
BMC bioinformatics 13 (1), 282, 2012
962012
Deep tissue photoacoustic imaging using a miniaturized 2-D capacitive micromachined ultrasonic transducer array
SR Kothapalli, TJ Ma, S Vaithilingam, ÷ Oralkan, BT Khuri-Yakub, ...
IEEE Transactions on Biomedical Engineering 59 (5), 1199-1204, 2012
762012
An active learning based classification strategy for the minority class problem: application to histopathology annotation
S Doyle, J Monaco, M Feldman, J Tomaszewski, A Madabhushi
BMC bioinformatics 12 (1), 424, 2011
582011
Detecting prostatic adenocarcinoma from digitized histology using a multi-scale hierarchical classification approach
S Doyle, C Rodriguez, A Madabhushi, J Tomaszeweski, M Feldman
2006 International Conference of the IEEE Engineering in Medicine and†…, 2006
472006
Malignancy diagnosis using content-based image retreival of tissue histopathology
A Madabhushi, S Doyle, MD Feldman, JE Tomaszewski
US Patent 8,280,132, 2012
452012
A resolution adaptive deep hierarchical (RADHicaL) learning scheme applied to nuclear segmentation of digital pathology images
A Janowczyk, S Doyle, H Gilmore, A Madabhushi
Computer Methods in Biomechanics and Biomedical Engineering: Imaging†…, 2018
432018
Integrated diagnostics: a conceptual framework with examples
A Madabhushi, S Doyle, G Lee, A Basavanhally, J Monaco, S Masters, ...
Clinical Chemistry and Laboratory Medicine (CCLM) 48 (7), 989-998, 2010
412010
Towards improved cancer diagnosis and prognosis using analysis of gene expression data and computer aided imaging
G Alexe, J Monaco, S Doyle, A Basavanhally, A Reddy, M Seiler, ...
Experimental Biology and Medicine 234 (8), 860-879, 2009
412009
Gland segmentation and gleason grading of prostate histology by integrating low-, high-level and domain specific information
S Naik, S Doyle, A Madabhushi, J Tomaszewski, M Feldman
Workshop on Microscopic Image Analysis with Applications in Biology 180, 2007
412007
Cascaded multi-class pairwise classifier (CASCAMPA) for normal, cancerous, and cancer confounder classes in prostate histology
S Doyle, M Feldman, J Tomaszewski, N Shih, A Madabhushi
2011 IEEE international symposium on biomedical imaging: from nano to macro†…, 2011
362011
A knowledge representation framework for integration, classification of multi-scale imaging and non-imaging data: Preliminary results in predicting prostate cancer recurrence†…
G Lee, S Doyle, J Monaco, A Madabhushi, MD Feldman, SR Master, ...
2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro†…, 2009
352009
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