Anna K. Jerebko

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 8

Top Topics

Weakly Supervised

Back Projection

Hough Transform

Top Venues

Digital Mammography / IWDM

IEEE J. Biomed. Health Informatics

Publications

Xueqi Guo, Mohamad Abdi, Yoshihisa Shinagawa, Anna K. Jerebko, Sepehr Farhand
SEAM-STRESS: A Weakly Supervised Framework for Interstitial Lung Disease Segmentation in Chest CT. ISBI (2023)
Pranjal Sahu, Yiyuan Zhao, Parmeet Bhatia, Luca Bogoni, Anna K. Jerebko, Hong Qin
Structure Correction for Robust Volume Segmentation in Presence of Tumors. IEEE J. Biomed. Health Informatics 25 (4) (2021)
Colin B. Hansen, Yiyuan Zhao, Halid Ziya Yerebakan, Luca Bogoni, Anna K. Jerebko
False positive reduction of vasculature for pulmonary nodule detection. Medical Imaging: Computer-Aided Diagnosis (2020)
Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Olivier Pauly, Sasa Grbic, Thomas Mertelmeier, Julia Wicklein, Anna K. Jerebko, Weidong Cai, Dorin Comaniciu
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes. MICCAI (2) (2018)
Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Thomas Mertelmeier, Julia Wicklein, Anna K. Jerebko, Sasa Grbic, Olivier Pauly, Weidong Cai, Dorin Comaniciu
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes. CoRR (2017)
Suneeza Hanif, Frank Schebesch, Anna K. Jerebko, Ludwig Ritschl, Thomas Mertelmeier, Andreas K. Maier
Lesion Ground Truth Estimation for a Physical Breast Phantom. Bildverarbeitung für die Medizin (2017)
Andreas Fieselmann, Anna K. Jerebko, Thomas Mertelmeier
Volumetric Breast Density Combined with Masking Risk: Enhanced Characterization of Breast Density from Mammography Images. Digital Mammography / IWDM (2016)
Nachiko Uchiyama, Mari Kikuchi, Minoru Machida, Yasuaki Arai, Ryusuke Murakami, Kyoichi Otsuka, Anna K. Jerebko, B. Michael Kelm, Thomas Mertelmeier
Diagnostic Usefulness of Synthetic MMG (SMMG) with DBT (Digital Breast Tomosynthesis) for Clinical Setting in Breast Cancer Screening. Digital Mammography / IWDM (2016)
Liang Zhao, Zhigang Peng, Klaus Finkler, Anna K. Jerebko, Jason J. Corso, Xiang Sean Zhou
Automatic Collimation Detection in Digital Radiographs with the Directed Hough Transform and Learning-Based Edge Detection. Patch-MI@MICCAI (2015)
Shiras Abdurahman, Frank Dennerlein, Anna K. Jerebko, Andreas Fieselmann, Thomas Mertelmeier
Optimizing High Resolution Reconstruction in Digital Breast Tomosynthesis Using Filtered Back Projection. Digital Mammography / IWDM (2014)
Nachiko Uchiyama, Minoru Machida, Hitomi Tani, Mari Kikuchi, Yasuaki Arai, Kyoichi Otsuka, Andreas Fieselmann, Anna K. Jerebko, Thomas Mertelmeier
Clinical Efficacy of Novel Image Processing Techniques in the Framework of Filtered Back Projection (FBP) with Digital Breast Tomosynthesis (DBT). Digital Mammography / IWDM (2014)
Hitomi Tani, Nachiko Uchiyama, Minoru Machida, Mari Kikuchi, Yasuaki Arai, Kyoichi Otsuka, Anna K. Jerebko, Andreas Fieselmann, Thomas Mertelmeier
Assessing Radiologist Performance and Microcalcifications Visualization Using Combined 3D Rotating Mammogram (RM) and Digital Breast Tomosynthesis (DBT). Digital Mammography / IWDM (2014)
Florin C. Ghesu, Michael Wels, Anna K. Jerebko, Michael Sühling, Joachim Hornegger, B. Michael Kelm
Pectoral Muscle Detection in Digital Breast Tomosynthesis and Mammography. MCV (2013)
Michael Wels, B. Michael Kelm, Matthias Hammon, Anna K. Jerebko, Michael Sühling, Dorin Comaniciu
Data-Driven Breast Decompression and Lesion Mapping from Digital Breast Tomosynthesis. MICCAI (1) (2012)
Shiras Abdurahman, Anna K. Jerebko, Thomas Mertelmeier, Tobias Lasser, Nassir Navab
Out-of-Plane Artifact Reduction in Tomosynthesis Based on Regression Modeling and Outlier Detection. Digital Mammography / IWDM (2012)
Toshiro Kubota, Anna K. Jerebko, Maneesh Dewan, Marcos Salganicoff, Arun Krishnan
Segmentation of pulmonary nodules of various densities with morphological approaches and convexity models. Medical Image Anal. 15 (1) (2011)
Anna K. Jerebko, Markus Kowarschik, Thomas Mertelmeier
Regularization Parameter Selection in Maximum a Posteriori Iterative Reconstruction for Digital Breast Tomosynthesis. Digital Mammography / IWDM (2010)
Vikas C. Raykar, Shipeng Yu, Linda H. Zhao, Anna K. Jerebko, Charles Florin, Gerardo Hermosillo Valadez, Luca Bogoni, Linda Moy
Supervised learning from multiple experts: whom to trust when everyone lies a bit. ICML (2009)
Rachid Fahmi, Anna K. Jerebko, Matthias Wolf, Aly A. Farag
Robust segmentation of tubular structures in medical images. Medical Imaging: Image Processing (2008)
Anna K. Jerebko, Yuan Quan, Nicolas Merlet, Eli Ratner, Swatee Singh, Joseph Y. Lo, Arun Krishnan
Feasibility study of breast tomosynthesis CAD system. Medical Imaging: Computer-Aided Diagnosis (2007)
Anna K. Jerebko, Gerwin P. Schmidt, Xiang Sean Zhou, Jinbo Bi, Vikram Anand, Jiamin Liu, Stefan Schoenberg, Ingo Schmuecking, Berthold Kiefer, Arun Krishnan
Robust Parametric Modeling Approach Based on Domain Knowledge for Computer Aided Detection of Vertebrae Column Metastases in MRI. IPMI (2007)
Anna K. Jerebko, Sarang Lakare, Pascal Cathier, Senthil Periaswamy, Luca Bogoni
Symmetric Curvature Patterns for Colonic Polyp Detection. MICCAI (2) (2006)
Pascal Cathier, Senthil Periaswamy, Anna K. Jerebko, Murat Dundar, Jianming Liang, Glenn Fung, Jonathan Stoeckel, T. Venkata, R. Amara, Arun Krishnan, R. Bharat Rao, Alok Gupta, E. Vega, Shaked Laks, A. Megibow, Michael Macari, Luca Bogoni
CAD for polyp detection: an invaluable tool to meet the increasing need for colon-cancer screening. CARS (2004)
Anna K. Jerebko, James D. Malley, Marek Franaszek, Ronald M. Summers
Computer aided polyp detection in CT colonography using an ensemble of support vector machines. CARS (2003)
Anna K. Jerebko, James D. Malley, Marek Franaszek, Ronald M. Summers
Multi network classification scheme for detection of colonic polyps in CT colonography data sets. ISBI (2002)
Ronald M. Summers, Anna K. Jerebko, Marek Franaszek, James D. Malley
An integrated system for computer-aided diagnosis in CT colonography: work in progress. CARS (2001)