Belma Dogdas

Publication Activity (10 Years)

Years Active: 2002-2019
Publications (10 Years): 15

Top Topics

Surgery Planning

Convolutional Neural Networks

Top Venues

Medical Imaging: Image-Guided Procedures

Medical Imaging: Image Processing

Publications

Antong Chen, Dahai Xue, Tosha Shah, Catherine D. G. Hines, Alexa Gleason, Manishkumar Patel, Barbara Robinson, Britta Mattson, Belma Dogdas
Localization and labeling of cervical vertebral bones in the micro-CT images of rabbit fetuses using a 3D deep convolutional neural network. Medical Imaging: Image Processing (2019)
Ilknur Icke, Alice Zhang, Sonal Singh, Belma Dogdas, Christian Mirescu, Matthew E. Kennedy, Sophia Bardehle
3D profiling of amyloid plaque-associated microglia and neuronal damage on confocal fluorescence images to aid drug discovery in Alzheimer's disease. Medical Imaging: Digital Pathology (2019)
Bo Zhou, Antong Chen, Randolph Crawford, Belma Dogdas, Gregory Goldmacher
A Progressively-Trained Scale-Invariant and Boundary-Aware Deep Neural Network for the Automatic 3D Segmentation of Lung Lesions. WACV (2019)
Dongqing Zhang, Ilknur Icke, Belma Dogdas, Sarayu Parimal, Smita Sampath, Joseph Forbes, Ansuman Bagchi, Chih-Liang Chin, Antong Chen
A multi-level convolutional LSTM model for the segmentation of left ventricle myocardium in infarcted porcine cine MR images. CoRR (2018)
Chao-Hui Huang, Jens Brodbeck, Nena M. Dimaano, John Kang, Belma Dogdas, Douglas Rollins, Eric M. Gifford
Automated Breast Cancer Image Classification Based on Integration of Noisy-And Model and Fully Connected Network. ICIAR (2018)
Bo Zhou, Randolph Crawford, Belma Dogdas, Gregory Goldmacher, Antong Chen
A Progressively-trained Scale-invariant and Boundary-aware Deep Neural Network for the Automatic 3D Segmentation of Lung Lesions. CoRR (2018)
Dongqing Zhang, Ilknur Icke, Belma Dogdas, Sarayu Parimal, Smita Sampath, Joseph Forbes, Ansuman Bagchi, Chih-Liang Chin, Antong Chen
Segmentation of left ventricle myocardium in porcine cardiac cine MR images using a hybrid of fully convolutional neural networks and convolutional LSTM. Medical Imaging: Image Processing (2018)
Dongqing Zhang, Ilknur Icke, Belma Dogdas, Sarayu Parimal, Smita Sampath, Joseph Forbes, Ansuman Bagchi, Chih-Liang Chin, Antong Chen
A multi-level convolutional LSTM model for the segmentation of left ventricle myocardium in infarcted porcine cine MR images. ISBI (2018)
Soheil Ghafurian, Peter Orth, Corey Strickland, Hua Su, Sangita Patel, Steven Soisson, Belma Dogdas
Classification of Protein Crystallization X-Ray Images Using Major Convolutional Neural Network Architectures. CoRR (2018)
Tian Zhou, Ilknur Icke, Belma Dogdas, Sarayu Parimal, Smita Sampath, Joseph Forbes, Ansuman Bagchi, Chih-Liang Chin, Antong Chen
Automatic segmentation of left ventricle in cardiac cine MRI images based on deep learning. Medical Imaging: Image Processing (2017)
Antong Chen, Tian Zhou, Ilknur Icke, Sarayu Parimal, Belma Dogdas, Joseph Forbes, Smita Sampath, Ansuman Bagchi, Chih-Liang Chin
Transfer Learning for the Fully Automatic Segmentation of Left Ventricle Myocardium in Porcine Cardiac Cine MR Images. STACOM@MICCAI (2017)
Soheil Ghafurian, Antong Chen, Catherine D. G. Hines, Belma Dogdas, Ashleigh Bone, Kenneth Lodge, Stacey O'Malley, Christopher T. Winkelmann, Ansuman Bagchi, Laura S. Lubbers, Jason M. Uslaner, Colena Johnson, John Renger, Hatim A. Zariwala
Automatic pose correction for image-guided nonhuman primate brain surgery planning. Medical Imaging: Image-Guided Procedures (2016)
Antong Chen, Ashleigh Bone, Catherine D. G. Hines, Belma Dogdas, Tamara O. Montgomery, Maria Michener, Christopher T. Winkelmann, Soheil Ghafurian, Laura S. Lubbers, John Renger, Ansuman Bagchi, Jason M. Uslaner, Colena Johnson, Hatim A. Zariwala
Image-guided intracranial cannula placement for awake in vivo microdialysis in nonhuman primates. Medical Imaging: Image-Guided Procedures (2016)
Antong Chen, Catherine D. G. Hines, Belma Dogdas, Ashleigh Bone, Kenneth Lodge, Stacey O'Malley, Brett Connolly, Christopher T. Winkelmann, Ansuman Bagchi, Laura S. Lubbers, Jason M. Uslaner, Colena Johnson, John Renger, Hatim A. Zariwala
Targeting of deep-brain structures in nonhuman primates using MR and CT Images. Medical Imaging: Image-Guided Procedures (2015)
Belma Dogdas, Antong Chen, Saurin Mehta, Tosha Shah, Barbara Robinson, Dahai Xue, Alexa Gleason, L. David Wise, Randy Crawford, Irene Pak, Francisco Cruz, Sangeetha Somayajula, Ansu Bagchi, Colena Johnson, Britta Mattson, Christopher T. Winkelmann
Characterization of bone abnormalities from micro-CT images for evaluating drug toxicity in developmental and reproductive toxicology (DART) studies. ISBI (2015)
Antong Chen, Belma Dogdas, Saurin Mehta, Kathleen Haskell, Bruce Ng, Ed Keough, Bonnie Howell, D. Adam Meacham, Amy G. Aslamkhan, Joseph Davide, Matthew Stanton, Ansuman Bagchi, Laura Sepp-Lorenzino, Weikang Tao
Quantification of Cy-5 siRNA signal in the intra-vital multi-photon microscopy images. EMBC (2012)
Olcay Sertel, Belma Dogdas, Chi Sung Chiu, Metin N. Gurcan
Microscopic image analysis for quantitative characterization of muscle fiber type composition. Comput. Medical Imaging Graph. 35 (7-8) (2011)
Olcay Sertel, Belma Dogdas, Chi Sung Chiu, Metin N. Gurcan
Muscle histology image analysis for sarcopenia: registration of successive sections with distinct ATPase activity. ISBI (2010)
Belma Dogdas, David W. Shattuck, Richard M. Leahy
Segmentation of the skull in 3D human MR images using mathematical morphology. Medical Imaging: Image Processing (2002)