Digital Mammography Imaging: Breast Tomosynthesis and Advanced Applications

by Helvie, Mark A.
Published 2010

Response to the Letter-to-the-Editor “Digital Breast Tomosynthesis (DBT) might not be the optimal modality for detection of microcalcification”

by Chan, Heang-Ping, Goodsitt, Mitch, Helvie, Mark
Published in Radiology (2015)

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

by Samala, Ravi K, Chan, Heang-Ping, Hadjiiski, Lubomir M, Helvie, Mark A
Published in Phys Med Biol (2016)

Quasi-Continuous and Discrete Confidence Rating Scales for Observer Performance Studies: Effects on ROC Analysis

by Hadjiiski, Lubomir, Chan, Heang-Ping, Sahiner, Berkman, Helvie, Mark A., Roubidoux, Marilyn A.
Published 2007

Retrospective Review of a Mobile Mammography Screening Program in an Underserved Population within a Large Metropolitan Area

by Spak, David A., Foxhall, Lewis, Rieber, Alyssa, Hess, Kenneth, Helvie, Mark, Whitman, Gary J.
Published in Acad Radiol (2022)

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

by Samala, Ravi K., Chan, Heang-Ping, Hadjiiski, Lubomir, Helvie, Mark A., Wei, Jun, Cha, Kenny
Published in Med Phys (2016)

Generalization Error Analysis for Deep Convolutional Neural Network with Transfer Learning in Breast Cancer Diagnosis

by Samala, Ravi K, Chan, Heang-Ping, Hadjiiski, Lubomir M, Helvie, Mark A, Richter, Caleb D
Published in Phys Med Biol (2020)

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

by Shi, Jiazheng, Sahiner, Berkman, Chan, Heang-Ping, Paramagul, Chintana, Hadjiiski, Lubomir M., Helvie, Mark, Chenevert, Thomas
Published 2009

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

by Samala, Ravi K, Chan, Heang-Ping, Lu, Yao, Hadjiiski, Lubomir M, Wei, Jun, Helvie, Mark A
Published in Phys Med Biol (2014)

Computer-aided Detection System for Clustered Microcalcifications in Digital Breast Tomosynthesis using Joint Information from Volumetric and Planar Projection Images

by Samala, Ravi K, Chan, Heang-Ping, Lu, Yao, Hadjiiski, Lubomir M, Wei, Jun, Helvie, Mark A
Published in Phys Med Biol (2015)

Evolutionary Pruning of Transfer Learned Deep Convolutional Neural Network for Breast Cancer Diagnosis in Digital Breast Tomosynthesis

by Samala, Ravi K, Chan, Heang-Ping, Hadjiiski, Lubomir M, Helvie, Mark A, Richter, Caleb, Cha, Kenny
Published in Phys Med Biol (2018)

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

by Ge, Jun, Hadjiiski, Lubomir M., Sahiner, Berkman, Wei, Jun, Helvie, Mark A., Zhou, Chuan, Chan, Heang-Ping
Published 2007

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

by Cho, Hyun-chong, Hadjiiski, Lubomir, Sahiner, Berkman, Chan, Heang-Ping, Helvie, Mark, Paramagul, Chintana, Nees, Alexis V.
Published 2011

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

by Sahiner, Berkman, Chan, Heang-Ping, Hadjiiski, Lubomir M., Helvie, Mark A., Wei, Jun, Zhou, Chuan, Lu, Yao
Published 2012

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

by Cho, Hyun-chong, Hadjiiski, Lubomir, Sahiner, Berkman, Chan, Heang-Ping, Helvie, Mark, Paramagul, Chintana, Nees, Alexis V.
Published 2013

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

by Samala, Ravi K., Chan, Heang-Ping, Lu, Yao, Hadjiiski, Lubomir, Wei, Jun, Sahiner, Berkman, Helvie, Mark A.
Published 2014

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

by Wei, Jun, Chan, Heang-Ping, Hadjiiski, Lubomir M., Helvie, Mark A., Lu, Yao, Zhou, Chuan, Samala, Ravi
Published 2014

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

by Ma, Xiangyuan, Wei, Jun, Zhou, Chuan, Helvie, Mark A., Chan, Heang‐Ping, Hadjiiski, Lubomir M., Lu, Yao
Published in Med Phys (2019)

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

by Samala, Ravi K., Chan, Heang-Ping, Hadjiiski, Lubomir, Helvie, Mark A., Richter, Caleb D., Cha, Kenny H.
Published in IEEE Trans Med Imaging (2019)

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

by Filev, Peter, Hadjiiski, Lubomir, Chan, Heang-Ping, Sahiner, Berkman, Ge, Jun, Helvie, Mark A., Roubidoux, Marilyn, Zhou, Chuan
Published 2008