Zeynettin Akkus

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 15

Top Topics

Ultrasound Images

Top Venues

J. Digit. Imaging

Medical Imaging: Image Processing

IEEE J. Biomed. Health Informatics

Publications

Mohamed Y. Elwazir, Zeynettin Akkus, Didem Oguz, Zi Ye, Jae K. Oh
Fully Automated Mitral Inflow Doppler Analysis Using Deep Learning. BIBE (2020)
Zeynettin Akkus, Bae-Hyung Kim, Rohit Nayak, Adriana Gregory, Azra Alizad, Mostafa Fatemi
Fully Automated Segmentation of Bladder Sac and Measurement of Detrusor Wall Thickness from Transabdominal Ultrasound Images. Sensors 20 (15) (2020)
Zeynettin Akkus, Petro M. Kostandy, Kenneth A. Philbrick, Bradley J. Erickson
Robust brain extraction tool for CT head images. Neurocomputing 392 (2020)
Mohamed Y. Elwazir, Zeynettin Akkus, Didem Oguz, Jae K. Oh
Fully Automated Mitral Inflow Doppler Analysis Using Deep Learning. CoRR (2020)
Tomas Sakinis, Fausto Milletari, Holger Roth, Panagiotis Korfiatis, Petro M. Kostandy, Kenneth Philbrick, Zeynettin Akkus, Ziyue Xu, Daguang Xu, Bradley J. Erickson
Interactive segmentation of medical images through fully convolutional neural networks. CoRR (2019)
Kenneth A. Philbrick, Alexander D. Weston, Zeynettin Akkus, Timothy L. Kline, Panagiotis Korfiatis, Tomas Sakinis, Petro M. Kostandy, Arunnit Boonrod, Atefeh Zeinoddini, Naoki Takahashi, Bradley J. Erickson
RIL-Contour: a Medical Imaging Dataset Annotation Tool for and with Deep Learning. J. Digit. Imaging 32 (4) (2019)
Zeynettin Akkus, Arunnit Boonrod, Mahfuzur R. Siddiquee, Kenneth A. Philbrick, Marius N. Stan, Regina M. Castro, Dana Erickson, Matthew R. Callstrom, Bradley J. Erickson
Reduction of unnecessary thyroid biopsies using deep learning. Medical Imaging: Image Processing (2019)
Zeynettin Akkus, Petro M. Kostandy, Kenneth A. Philbrick, Bradley J. Erickson
Extraction of brain tissue from CT head images using fully convolutional neural networks. Medical Imaging: Image Processing (2018)
Youngoh Bae, Kunaraj Kumarasamy, Issa Ali, Panagiotis Korfiatis, Zeynettin Akkus, Bradley J. Erickson
Differences Between Schizophrenic and Normal Subjects Using Network Properties from fMRI. J. Digit. Imaging 31 (2) (2018)
Bradley J. Erickson, Panagiotis Korfiatis, Zeynettin Akkus, Timothy Kline, Kenneth Philbrick
Toolkits and Libraries for Deep Learning. J. Digit. Imaging 30 (4) (2017)
Zeynettin Akkus, Alfiia Galimzianova, Assaf Hoogi, Daniel L. Rubin, Bradley J. Erickson
Deep Learning for Brain MRI Segmentation: State of the Art and Future Directions. J. Digit. Imaging 30 (4) (2017)
Zeynettin Akkus, Issa Ali, Jirí Sedlár, Jay P. Agrawal, Ian F. Parney, Caterina Giannini, Bradley J. Erickson
Predicting Deletion of Chromosomal Arms 1p/19q in Low-Grade Gliomas from MR Images Using Machine Intelligence. J. Digit. Imaging 30 (4) (2017)
Zeynettin Akkus, Issa Ali, Jirí Sedlár, Timothy L. Kline, Jay P. Agrawal, Ian F. Parney, Caterina Giannini, Bradley J. Erickson
Predicting 1p19q Chromosomal Deletion of Low-Grade Gliomas from MR Images using Deep Learning. CoRR (2016)
Diego D. B. Carvalho, Zeynettin Akkus, Stijn C. H. van den Oord, Arend F. L. Schinkel, Antonius F. W. van der Steen, Wiro J. Niessen, Johan G. Bosch, Stefan Klein
Lumen Segmentation and Motion Estimation in B-Mode and Contrast-Enhanced Ultrasound Images of the Carotid Artery in Patients With Atherosclerotic Plaque. IEEE Trans. Medical Imaging 34 (4) (2015)
Zeynettin Akkus, Gerard van Burken, Stijn C. H. van den Oord, Arend F. L. Schinkel, Nico de Jong, Antonius F. W. van der Steen, Johan G. Bosch
Carotid Intraplaque Neovascularization Quantification Software (CINQS). IEEE J. Biomed. Health Informatics 19 (1) (2015)
Zeynettin Akkus, Diego D. B. Carvalho, Stefan Klein, Stijn C. H. van den Oord, Arend F. L. Schinkel, Nico de Jong, Antonius F. W. van der Steen, Johan G. Bosch
Atherosclerotic carotid lumen segmentation in combined B-mode and contrast enhanced ultrasound images. Medical Imaging: Image Processing (2014)
Diego D. B. Carvalho, Zeynettin Akkus, Johan G. Bosch, Stijn C. H. van den Oord, Wiro J. Niessen, Stefan Klein
Nonrigid motion compensation in B-mode and contrast enhanced ultrasound image sequences of the carotid artery. Medical Imaging: Image Processing (2014)
Diego D. B. Carvalho, Stefan Klein, Zeynettin Akkus, Gerrit L. ten Kate, Arend F. L. Schinkel, Johan G. Bosch, Aad van der Lugt, Wiro J. Niessen
Estimating 3D lumen centerlines of carotid arteries in free-hand acquisition ultrasound. Int. J. Comput. Assist. Radiol. Surg. 7 (2) (2012)
Diego D. B. Carvalho, Stefan Klein, Zeynettin Akkus, Gerrit L. ten Kate, Hui Tang, Mariana Selwaness, Arend F. L. Schinkel, Johan G. Bosch, Aad van der Lugt, Wiro J. Niessen
Registration of Free-Hand Ultrasound and MRI of Carotid Arteries through Combination of Point-Based and Intensity-Based Algorithms. WBIR (2012)