List of works by Mark A Helvie

A regional registration technique for automated interval change analysis of breast lesions on mammograms

article

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

A similarity study of content-based image retrieval system for breast cancer using decision tree

scientific article published on January 2013

Academic radiology and the emergency department: does it need changing?

scientific article published on 01 May 2007

Accuracy of diagnostic mammography and breast ultrasound during pregnancy and lactation

scientific article published on 01 March 2011

An academic health center cost analysis of screening mammography: creating a financially viable service

scientific article published in September 2004

An observer study comparing spot imaging regions selected by radiologists and a computer for an automated stereo spot mammography technique

scientific article published on June 2004

Analysis of computer-aided detection techniques and signal characteristics for clustered microcalcifications on digital mammography and digital breast tomosynthesis

scientific article

Analysis of temporal change of mammographic features for computer-aided characterization of malignant and benign masses

Assessment of breast lesions on stereoscopic and monoscopic digital specimen mammograms: an ROC study

Association of a mammographic parenchymal pattern (MPP) descriptor with breast cancer risk: a case-control study

Association of computerized mammographic parenchymal pattern measure with breast cancer risk: a pilot case-control study

scientific article

Automated detection of breast vascular calcification on full-field digital mammograms

Automated pectoral muscle identification on MLO ‐view mammograms: Comparison of deep neural network to conventional computer vision

scholarly article by Xiangyuan Ma et al published 12 March 2019 in Medical Physics

Automated regional registration and characterization of corresponding microcalcification clusters on temporal pairs of mammograms for interval change analysis

scientific article published on December 2008

Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets

scientific article published on 01 March 2019

Breast Cancer Screening for Average-Risk Women: Recommendations From the ACR Commission on Breast Imaging

scientific article

Breast Imaging Outcomes following Abnormal Thermography

scientific article

Breast Parenchymal Pattern (BPP) Analysis: Comparison of Digital Mammograms and Breast Tomosynthesis

Breast cancer detection: evaluation of a mass-detection algorithm for computer-aided diagnosis -- experience in 263 patients

scientific article published in July 2002

Breast cancer screening and diagnosis

scientific article published on 01 May 2006

Breast mass segmentation on dynamic contrast-enhanced magnetic resonance scans using the level set method

Breast masses: computer-aided diagnosis with serial mammograms

scientific article published on 26 June 2006

Can Preoperative Axillary US Help Exclude N2 and N3 Metastatic Breast Cancer? ⬇️

scientific article published on August 31, 2010

Changes in surgical management resulting from case review at a breast cancer multidisciplinary tumor board

scientific article published on November 2006

Characterization of Breast Masses in Digital Breast Tomosynthesis and Digital Mammograms: An Observer Performance Study

scientific article

Characterization of corresponding microcalcification clusters on temporal pairs of mammograms for interval change analysis: comparison of classifiers

Characterization of mammographic masses based on level set segmentation with new image features and patient information

scientific article published on January 2008

Characterization of masses in digital breast tomosynthesis: comparison of machine learning in projection views and reconstructed slices

scientific article

Characterization of masses on mammograms: significance of using the rubber band straightening transform

Classification of masses on mammograms using rubber-band straightening transform and feature analysis

article

Clinical and radiologic assessments to predict breast cancer pathologic complete response to neoadjuvant chemotherapy

scientific article

Combination of digital mammography with semi-automated 3D breast ultrasound

scientific article

Comparison of breast parenchymal pattern on prior mammograms of breast cancer patients and normal subjects

Comparison of computer-aided detection of clustered microcalcifications in digital mammography and digital breast tomosynthesis

Comparison of computerized mass detection in digital breast tomosynthesis (DBT) mammograms and conventional mammograms

Comparison of mammographic parenchymal patterns of normal subjects and breast cancer patients

Comparison of recommendations for screening mammography using CISNET models

scientific article

Comparison of similarity measures for the task of template matching of masses on serial mammograms.

scientific article published in February 2005

Complicated breast cysts on sonography: is aspiration necessary to exclude malignancy?

scientific article

Computer aided detection of clusters of microcalcifications on full field digital mammograms

scientific article

Computer-aided assessment of breast density: comparison of supervised deep learning and feature-based statistical learning

scientific article published on 6 December 2017

Computer-aided characterization of malignant and benign microcalcification clusters based on the analysis of temporal change of mammographic features

Computer-aided detection of breast cancer

scientific article published on 01 November 2004

Computer-aided detection of breast masses in digital breast tomosynthesis (DBT): improvement of false positive reduction by optimization of object segmentation

Computer-aided detection of breast masses on full field digital mammograms

scientific article published on September 2005

Computer-aided detection of breast masses on full-field digital mammograms: false positive reduction using gradient field analysis

Computer-aided detection of breast masses on mammograms: dual system approach with two-view analysis

scientific article published on October 2009

Computer-aided detection of breast masses on mammograms: performance improvement using a dual system

Computer-aided detection of breast masses on prior mammograms

Computer-aided detection of breast masses: four-view strategy for screening mammography

scientific article

Computer-aided detection of clustered microcalcifications in digital breast tomosynthesis: a 3D approach

scientific article published on January 2012

Computer-aided detection of clustered microcalcifications in multiscale bilateral filtering regularized reconstructed digital breast tomosynthesis volume

scientific article published on February 2014

Computer-aided detection of clustered microcalcifications on full-field digital mammograms: A two-view information fusion scheme for FP reduction

Computer-aided detection of masses in digital tomosynthesis mammography: combination of 3D and 2D detection information

Computer-aided detection of masses in digital tomosynthesis mammography: comparison of three approaches

scientific article

Computer-aided detection of microcalcification clusters on full-field digital mammograms: multiscale pyramid enhancement and false positive reduction using an artificial neural network

scholarly article published 29 April 2005

Computer-aided detection of microcalcifications in digital breast tomosynthesis (DBT): a multichannel signal detection approach on projection views

Computer-aided detection system for breast masses on digital tomosynthesis mammograms: preliminary experience

scientific article

Computer-aided detection system for clustered microcalcifications in digital breast tomosynthesis using joint information from volumetric and planar projection images

scientific article published on 14 October 2015

Computer-aided detection system for clustered microcalcifications: comparison of performance on full-field digital mammograms and digitized screen-film mammograms

scientific article published on 23 January 2007

Computer-aided detection systems for breast masses: comparison of performances on full-field digital mammograms and digitized screen-film mammograms

scientific article

Computerized Detection and Classification of Malignant and Benign Microcalcifications on Full Field Digital Mammograms

Computerized characterization of breast masses on three-dimensional ultrasound volumes.

scientific article published in April 2004

Concordance of computer-extracted image features with BI-RADS descriptors for mammographic mass margin

Correlation between mammographic density and volumetric fibroglandular tissue estimated on breast MR images

article

Costs of achieving high patient compliance after recall from screening mammography

scientific article published on April 2007

Current Issues in the Overdiagnosis and Overtreatment of Breast Cancer

scientific article published in November 2017

Decreasing Rate of Fatty Involution at Screening Mammography

scientific article published on 01 August 2002

Deep Learning for Mammographic Breast Density Assessment and Beyond

scholarly article by Heang-Ping Chan & Mark A Helvie published 16 October 2018 in Radiology

Deep Learning for Mammographic Breast Density Assessment and Beyond

scholarly article by Heang-Ping Chan & Mark A Helvie published January 2019 in Radiology

Deep-learning convolution neural network for computer-aided detection of microcalcifications in digital breast tomosynthesis

scholarly article published 24 March 2016

Detection of Epstein-Barr virus in rapidly growing fibroadenomas of the breast in immunosuppressed hosts

scientific article published in July 2002

Detection of Masses in Digital Breast Tomosynthesis Mammography: Effects of the Number of Projection Views and Dose

Detection of microcalcifications in breast tomosynthesis reconstructed with multiscale bilateral filtering regularization

Digital breast tomosynthesis is comparable to mammographic spot views for mass characterization

scientific article published on 13 October 2011

Digital breast tomosynthesis: application of 2D digital mammography CAD to detection of microcalcification clusters on planar projection image

Digital breast tomosynthesis: computer-aided detection of clustered microcalcifications on planar projection images

scientific article

Digital breast tomosynthesis: computerized detection of microcalcifications in reconstructed breast volume using a 3D approach

Digital breast tomosynthesis: effects of projection-view distribution on computer-aided detection of microcalcification clusters

Digital breast tomosynthesis: feasibility of automated detection of microcalcification clusters on projections views

Digital breast tomosynthesis: observer performance of clustered microcalcification detection on breast phantom images acquired with an experimental system using variable scan angles, angular increments, and number of projection views

scientific article

Digital breast tomosynthesis: studies of the effects of acquisition geometry on contrast-to-noise ratio and observer preference of low-contrast objects in breast phantom images

scientific article

Digital mammography imaging: breast tomosynthesis and advanced applications

scientific article

Digital tomosynthesis mammography: comparison of mass classification using 3D slices and 2D projection views

Does Direct Radiologist-Patient Verbal Communication Affect Follow-Up Compliance of Probably Benign Assessments?

scientific article

Does digital mammography increase detection of high-risk breast lesions presenting as calcifications?

scientific article published on November 2013

Dual system approach to computer-aided detection of breast masses on mammograms

scientific article

Effects of pixel size on classification of microcalcifications on digitized mammograms

Effects of the continuous and discrete confidence rating scales in ROC observer studies

Effects on breast MRI of artifacts caused by metallic tissue marker clips

scientific article published in February 2007

Ensuring excision of intraductal lesions: marker placement at time of ductography

scientific article

Erratum: Corrigendum: Genome-wide association study identifies multiple loci associated with both mammographic density and breast cancer risk

scientific article published in Nature Communications

Evolutionary pruning of transfer learned deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis.

scientific article published on 4 April 2018

First and second-order features for detection of masses in digital breast tomosynthesis

scholarly article published 24 March 2016

Genome-wide association study identifies multiple loci associated with both mammographic density and breast cancer risk

scientific article

Harms of Restrictive Risk-Based Mammographic Breast Cancer Screening.

scientific article published in November 2017

Identifying key radiogenomic associations between DCE-MRI and micro-RNA expressions for breast cancer

Impact of estrogen receptor expression and other clinicopathologic features on tamoxifen use in ductal carcinoma in situ

scientific article published on 01 May 2006

Implications of CISNET modeling on number needed to screen and mortality reduction with digital mammography in women 40-49 years old.

scientific article published on December 2014

Improvement in radiologists' characterization of malignant and benign breast masses on serial mammograms with computer-aided diagnosis: an ROC study.

scientific article published on 18 August 2004

Improvement of computerized mass detection on mammograms: fusion of two-view information.

scientific article published in February 2002

Improving mammographic interpretation: double reading and computer-aided diagnosis

scientific article published on September 2007

Inter- and Intra-Observer Variability of Radiologists Evaluating CBIR Systems

Inter- and intra-observer variability in radiologists' assessment of mass similarity on mammograms

Interactive content-based image retrieval (CBIR) computer-aided diagnosis (CADx) system for ultrasound breast masses using relevance feedback

Invasive cancers detected after breast cancer screening yielded a negative result: relationship of mammographic density to tumor prognostic factors

scientific article published in January 2004

Is duct excision still necessary for all cases of suspicious nipple discharge?

scientific article published on 30 December 2011

Is the upgrade rate of atypical ductal hyperplasia diagnosed by core needle biopsy of calcifications different for digital and film-screen mammography?

scientific article published on October 2014

Joint two-view information for computerized detection of microcalcifications on mammograms

scientific article

Lobular carcinoma in situ or atypical lobular hyperplasia at core-needle biopsy: is excisional biopsy necessary?

scientific article published on 22 April 2004

Long-term clinical outcomes in women with breast pain in the absence of additional clinical findings: mammography remains indicated

scientific article published on 6 January 2015

Malignant and benign breast masses on 3D US volumetric images: effect of computer-aided diagnosis on radiologist accuracy

scientific article

Mammographic breast density--evidence for genetic correlations with established breast cancer risk factors

scientific article

Mammographic breast density: effect on imaging and breast cancer risk

scientific article published on October 2010

Mammographic density measured with quantitative computer-aided method: comparison with radiologists' estimates and BI-RADS categories

scientific article published on 20 July 2006

Mammographic screening of TRAM flap breast reconstructions for detection of nonpalpable recurrent cancer

scientific article published on 01 July 2002

Mammography screening: a new estimate of number needed to screen to prevent one breast cancer death

scientific article published in March 2012

Mass detection in digital breast tomosynthesis: Deep convolutional neural network with transfer learning from mammography

scientific article published on December 2016

Multi-modality 3D breast imaging with X-Ray tomosynthesis and automated ultrasound

scientific article

Multi-modality CADx: ROC study of the effect on radiologists' accuracy in characterizing breast masses on mammograms and 3D ultrasound images

scientific article published on 17 April 2009

Multi-task transfer learning deep convolutional neural network: application to computer-aided diagnosis of breast cancer on mammograms

scientific article published on 16 October 2017

Multichannel response analysis on 2D projection views for detection of clustered microcalcifications in digital breast tomosynthesis

scientific article published on April 2014

Multimodality CAD: combination of computerized classification techniques based on mammograms and 3D ultrasound volumes for improved accuracy in breast mass characterization

N. Reed Dunnick, MD, President, Radiological Society of North America, 2014.

scientific article

NCCN clinical practice guidelines in oncology: breast cancer screening and diagnosis

scientific article

Neoadjuvant docetaxel and capecitabine and the use of thymidine phosphorylase as a predictive biomarker in breast cancer

scientific article published on 01 July 2007

New compression paddle for wire localization in mammography

scientific article

Novel Associations between Common Breast Cancer Susceptibility Variants and Risk-Predicting Mammographic Density Measures

scientific article published on 10 April 2015

Optimal neural network architecture selection: effects on computer-aided detection of mammographic microcalcifications

Optimal neural network architecture selection: improvement in computerized detection of microcalcifications

scientific article

Outcome of men presenting with clinical breast problems: the role of mammography and ultrasound

scientific article published on 01 September 2006

Palpable breast thickening: role of mammography and US in cancer detection

scientific article published on 01 June 2002

Prospective early response imaging biomarker for neoadjuvant breast cancer chemotherapy

scientific article published on 01 January 2007

Quasi-continuous and discrete confidence rating scales for observer performance studies: Effects on ROC analysis

scientific article published on January 2007

ROC study of the effect of stereoscopic imaging on assessment of breast lesions

scientific article published on April 2005

ROC study of the effects of computer-aided interval change analysis on radiologists' characterization of breast masses in two-view serial mammograms

ROC study: effects of computer-aided diagnosis on radiologists' characterization of malignant and benign breast masses in temporal pairs of mammograms

Radiomic modeling of BI-RADS density categories

Recognition of lesion correspondence on two mammographic views: a new method of false-positive reduction for computerized mass detection

Recurrent cancer after breast-conserving surgery with radiation therapy for ductal carcinoma in situ: mammographic features, method of detection, and stage of recurrence

scientific article published on July 2007

Reduction in late-stage breast cancer incidence in the mammography era: Implications for overdiagnosis of invasive cancer

scientific article published on 19 May 2014

Reference state estimation of breast computed tomography for registration with digital mammography

Reply to flawed assumptions used to defend screening mammography

scientific article published on 01 October 2014

Sensitivity of noncommercial computer-aided detection system for mammographic breast cancer detection: pilot clinical trial

scientific article published on 27 February 2004

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

Similarity evaluation in a content-based image retrieval (CBIR) CADx system for characterization of breast masses on ultrasound images

scientific article

Small (< 2.0-cm) breast cancers: mammographic and US findings at US-guided cryoablation--initial experience

scientific article

Sonographically-guided metallic marker placement at time of wire localization for intraductal or cystic lesions: a method to verify lesion retrieval

scientific article published on October 2008

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

Surgical biopsy is still necessary for BI-RADS 4 calcifications found on digital mammography that are technically too faint for stereotactic core biopsy

scientific article

Surveillance of BRCA1 and BRCA2 carriers

scientific article published on 01 February 2005

Synthesizing mammogram from digital breast tomosynthesis

Three-dimensional active contour model for characterization of solid breast masses on three-dimensional ultrasound images

Treatment response assessment of breast masses on dynamic contrast-enhanced magnetic resonance scans using fuzzy c-means clustering and level set segmentation

scientific article

Triple receptor-negative breast cancer: imaging and clinical characteristics

scientific article

Two-view information fusion for improvement of computer-aided detection (CAD) of breast masses on mammograms

USPSTF erroneously understated life-years-gained benefit of mammographic screening of women in their 40s

scientific article published on 01 March 2011

Unitary ranking in the automated detection of mammographic masses

United States Preventive Services Task Force screening mammography recommendations: science ignored

scientific article published in February 2011

Use of joint two-view information for computerized lesion detection on mammograms: improvement of microcalcification detection accuracy

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