Mark A. Helvie
According to our database1,
Mark A. Helvie
authored at least 65 papers
between 1996 and 2020.
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Bibliography
2020
Generating high resolution digital mammogram from digitized film mammogram with conditional generative adversarial network.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Explainable AI for medical imaging: deep-learning CNN ensemble for classification of estrogen receptor status from breast MRI.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
2019
Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets.
IEEE Trans. Medical Imaging, 2019
Homogenization of breast MRI across imaging centers and feature analysis using unsupervised deep embedding.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
2018
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Compression of deep convolutional neural network for computer-aided diagnosis of masses in digital breast tomosynthesis.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Cross-domain and multi-task transfer learning of deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
2017
Identifying key radiogenomic associations between DCE-MRI and micro-RNA expressions for breast cancer.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
2016
A Similarity Study of Interactive Content-Based Image Retrieval Scheme for Classification of Breast Lesions.
IEICE Trans. Inf. Syst., 2016
Reference state estimation of breast computed tomography for registration with digital mammography.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Deep-learning convolution neural network for computer-aided detection of microcalcifications in digital breast tomosynthesis.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
First and second-order features for detection of masses in digital breast tomosynthesis.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
2015
Digital breast tomosynthesis: application of 2D digital mammography CAD to detection of microcalcification clusters on planar projection image.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Comparison of computer-aided detection of clustered microcalcifications in digital mammography and digital breast tomosynthesis.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
2014
Digital breast tomosynthesis: effects of projection-view distribution on computer-aided detection of microcalcification clusters.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
2013
Detection of microcalcifications in breast tomosynthesis reconstructed with multiscale bilateral filtering regularization.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
2012
Interactive content-based image retrieval (CBIR) computer-aided diagnosis (CADx) system for ultrasound breast masses using relevance feedback.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
A similarity study between the query mass and retrieved masses using decision tree content-based image retrieval (DTCBIR) CADx system for characterization of ultrasound breast mass images.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Computer-aided detection of microcalcifications in digital breast tomosynthesis (DBT): a multichannel signal detection approach on projection views.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Breast Parenchymal Pattern (BPP) Analysis: Comparison of Digital Mammograms and Breast Tomosynthesis.
Proceedings of the Breast Imaging, 2012
Proceedings of the Breast Imaging, 2012
2011
Similarity evaluation between query and retrieved masses using a content-based image retrieval (CBIR) CADx system for characterization of breast masses on ultrasound images: an observer study.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Computer-aided detection of breast masses in digital breast tomosynthesis (DBT): improvement of false positive reduction by optimization of object segmentation.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Study of adaptability of breast density analysis system developed for screen film mammograms (SFMs) to full-field digital mammograms (FFDMs): robustness of parenchymal texture analysis.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
2010
Digital breast tomosynthesis: feasibility of automated detection of microcalcification clusters on projections views.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Digital breast tomosynthesis: computerized detection of microcalcifications in reconstructed breast volume using a 3D approach.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Association of a mammographic parenchymal pattern (MPP) descriptor with breast cancer risk: a case-control study.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
2009
Comparison of computerized mass detection in digital breast tomosynthesis (DBT) mammograms and conventional mammograms.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Comparison of breast parenchymal pattern on prior mammograms of breast cancer patients and normal subjects.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
2008
Comparison of mammographic parenchymal patterns of normal subjects and breast cancer patients.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Breast mass segmentation on dynamic contrast-enhanced magnetic resonance scans using the level set method.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Concordance of computer-extracted image features with BI-RADS descriptors for mammographic mass margin.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Automated detection of breast vascular calcification on full-field digital mammograms.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Digital tomosynthesis mammography: comparison of mass classification using 3D slices and 2D projection views.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Computerized Detection and Classification of Malignant and Benign Microcalcifications on Full Field Digital Mammograms.
Proceedings of the Digital Mammography, 2008
Detection of Masses in Digital Breast Tomosynthesis Mammography: Effects of the Number of Projection Views and Dose.
Proceedings of the Digital Mammography, 2008
2007
Computer-aided detection of masses in digital tomosynthesis mammography: combination of 3D and 2D detection information.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
2006
Characterization of corresponding microcalcification clusters on temporal pairs of mammograms for interval change analysis: comparison of classifiers.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Computer-aided detection of clustered microcalcifications on full-field digital mammograms: a two-view information fusion scheme for FP reduction.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Two-view information fusion for improvement of computer-aided detection (CAD) of breast masses on mammograms.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
2005
Computer-aided detection of microcalcification clusters on full-field digital mammograms: multiscale pyramid enhancement and false positive reduction using an artificial neural network.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Computer-aided detection of breast masses on mammograms: performance improvement using a dual system.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
2004
Multimodality CAD: combination of computerized classification techniques based on mammograms and 3D ultrasound volumes for improved accuracy in breast mass characterization.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
ROC study of the effects of computer-aided interval change analysis on radiologists' characterization of breast masses in two-view serial mammograms.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Computer-aided detection of breast masses on full-field digital mammograms: false positive reduction using gradient field analysis.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
2003
Three-dimensional active contour model for characterization of solid breast masses on three-dimensional ultrasound images.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
ROC study: effects of computer-aided diagnosis on radiologists' characterization of malignant and benign breast masses in temporal pairs of mammograms.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
2002
Use of joint two-view information for computerized lesion detection on mammograms: improvement of microcalcification detection accuracy.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Computer-aided characterization of malignant and benign microcalcification clusters based on the analysis of temporal change of mammographic features.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Optimal neural network architecture selection: effects on computer-aided detection of mammographic microcalcifications.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
2001
Computer-Aided Characterization of Mammographic Masses: Accuracy of Mass Segmentation and Its Effect on Characterization.
IEEE Trans. Medical Imaging, 2001
Recognition of lesion correspondence on two mammographic views: a new method of false-positive reduction for computerized mass detection.
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Analysis of temporal change of mammographic features for computer-aided characterization of malignant and benign masses.
Proceedings of the Medical Imaging 2001: Image Processing, 2001
2000
Proceedings of the Medical Imaging 2000: Image Processing, 2000
Evaluation of an automated computer-aided diagnosis system for the detection of masses on prior mammograms.
Proceedings of the Medical Imaging 2000: Image Processing, 2000
Interval change analysis in temporal pairs of mammograms using a local affine transformation.
Proceedings of the Medical Imaging 2000: Image Processing, 2000
1999
IEEE Trans. Medical Imaging, 1999
Hybrid unsupervised-supervised approach for computerized classification of malignant and benign masses on mammograms.
Proceedings of the Medical Imaging 1999: Image Processing, 1999
1998
Regional mammogram registration technique for automated analysis of interval changes of breast lesions.
Proceedings of the Medical Imaging 1998: Image Processing, 1998
1996
Classification of mass and normal breast tissue: a convolution neural network classifier with spatial domain and texture images.
IEEE Trans. Medical Imaging, 1996
Classification of masses on mammograms using rubber-band straightening transform and feature analysis.
Proceedings of the Medical Imaging 1996: Image Processing, 1996
Effects of pixel size on classification of microcalcifications on digitized mammograms.
Proceedings of the Medical Imaging 1996: Image Processing, 1996