Quantitative Imaging Network: 12 Years of Accomplishments

Por Hadjiiski, Lubomir M., Nordstrom, Robert J.
Publicado no Tomography (2020)

Computer-Aided Diagnosis in the Era of Deep Learning

Por Chan, Heang-Ping, Hadjiiski, Lubomir M., Samala, Ravi K.
Publicado no Med Phys (2020)

CAD and AI for breast cancer—recent development and challenges

Por Chan, Heang-Ping, Samala, Ravi K., Hadjiiski, Lubomir M.
Publicado no Br J Radiol (2020)

Selective-diffusion regularization for enhancement of microcalcifications in digital breast tomosynthesis reconstruction

Por Lu, Yao, Chan, Heang-Ping, Wei, Jun, Hadjiiski, Lubomir M.
Publicado em 2010

A diffusion-based truncated projection artifact reduction method for iterative digital breast tomosynthesis reconstruction

Por Lu, Yao, Chan, Heang-Ping, Wei, Jun, Hadjiiski, Lubomir M
Publicado em 2013

Effect of finite sample size on feature selection and classification: A simulation study

Por Way, Ted W., Sahiner, Berkman, Hadjiiski, Lubomir M., Chan, Heang-Ping
Publicado em 2010

Deep Learning in Medical Image Analysis

Por Chan, Heang-Ping, Samala, Ravi K., Hadjiiski, Lubomir M., Zhou, Chuan
Publicado no Adv Exp Med Biol (2020)

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

Por Samala, Ravi K, Chan, Heang-Ping, Hadjiiski, Lubomir M, Helvie, Mark A
Publicado no Phys Med Biol (2016)

Multiscale bilateral filtering for improving image quality in digital breast tomosynthesis

Por Lu, Yao, Chan, Heang-Ping, Wei, Jun, Hadjiiski, Lubomir M., Samala, Ravi K.
Publicado no Med Phys (2015)

Improving Image Quality for Digital Breast Tomosynthesis: Automated Detection and Diffusion-based Method for Metal Artifact Reduction

Por Lu, Yao, Chan, Heang-Ping, Wei, Jun, Hadjiiski, Lubomir M., Samala, Ravi K.
Publicado no Phys Med Biol (2017)

Coronary artery analysis: Computer-assisted selection of best-quality segments in multiple-phase coronary CT angiography

Por Zhou, Chuan, Chan, Heang-Ping, Hadjiiski, Lubomir M., Chughtai, Aamer, Wei, Jun, Kazerooni, Ella A.
Publicado no Med Phys (2016)

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

Por Samala, Ravi K, Chan, Heang-Ping, Hadjiiski, Lubomir M, Helvie, Mark A, Richter, Caleb D
Publicado no Phys Med Biol (2020)

Artifact reduction methods for truncated projections in iterative breast tomosynthesis reconstruction

Por Zhang, Yiheng, Chan, Heang-Ping, Sahiner, Berkman, Wei, Jun, Ge, Jun, Zhou, Chuan, Hadjiiski, Lubomir M.
Publicado em 2009

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

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

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

Por Samala, Ravi K, Chan, Heang-Ping, Lu, Yao, Hadjiiski, Lubomir M, Wei, Jun, Helvie, Mark A
Publicado no Phys Med Biol (2014)

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

Por Samala, Ravi K, Chan, Heang-Ping, Lu, Yao, Hadjiiski, Lubomir M, Wei, Jun, Helvie, Mark A
Publicado no Phys Med Biol (2015)

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

Por Samala, Ravi K, Chan, Heang-Ping, Hadjiiski, Lubomir M, Helvie, Mark A, Richter, Caleb, Cha, Kenny
Publicado no Phys Med Biol (2018)

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

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

Computerized image analysis: Texture-field orientation method for pectoral muscle identification on MLO-view mammograms

Por Zhou, Chuan, Wei, Jun, Chan, Heang-Ping, Paramagul, Chintana, Hadjiiski, Lubomir M., Sahiner, Berkman, Douglas, Julie A.
Publicado em 2010

Automated coronary artery tree extraction in coronary CT angiography using a multiscale enhancement and dynamic balloon tracking (MSCAR-DBT) method

Por Zhou, Chuan, Chan, Heang-Ping, Chughtai, Aamer, Patel, Smita, Hadjiiski, Lubomir M., Wei, Jun, Kazerooni, Ella A.
Publicado em 2011