Digital Mammography Imaging: Breast Tomosynthesis and Advanced Applications

per Helvie, Mark A.
Publicat 2010

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

per Samala, Ravi K, Chan, Heang-Ping, Hadjiiski, Lubomir M, Helvie, Mark A
Publicat a Phys Med Biol (2016)

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

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

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

per Samala, Ravi K., Chan, Heang-Ping, Hadjiiski, Lubomir, Helvie, Mark A., Wei, Jun, Cha, Kenny
Publicat a Med Phys (2016)

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

per Samala, Ravi K, Chan, Heang-Ping, Hadjiiski, Lubomir M, Helvie, Mark A, Richter, Caleb D
Publicat a Phys Med Biol (2020)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

per Wei, Jun, Chan, Heang-Ping, Sahiner, Berkman, Zhou, Chuan, Hadjiiski, Lubomir M., Roubidoux, Marilyn A., Helvie, Mark A.
Publicat 2009

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

per Samala, Ravi K, Chan, Heang-Ping, Hadjiiski, Lubomir M, Helvie, Mark A, Cha, Kenny H, Richter, Caleb D
Publicat a Phys Med Biol (2017)

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

per Sahiner, Berkman, Chan, Heang-Ping, Hadjiiski, Lubomir M., Helvie, Mark A., Paramagul, Chinatana, Ge, Jun, Wei, Jun, Zhou, Chuan
Publicat 2006

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

per Wei, Jun, Chan, Heang-Ping, Sahiner, Berkman, Hadjiiski, Lubomir M., Helvie, Mark A., Roubidoux, Marilyn A., Zhou, Chuan, Ge, Jun
Publicat 2006

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

per Chan, Heang-Ping, Wei, Jun, Zhang, Yiheng, Helvie, Mark A., Moore, Richard H., Sahiner, Berkman, Hadjiiski, Lubomir, Kopans, Daniel B.
Publicat 2008