Publications

2019 (9 Publications, Talks and Patents)

Journal Articles

Jaremenko, Christian; Ravikumar, Nishant; Affronti, Emanuela; Merklein, Marion; Maier, Andreas

Determination of Forming Limits in Sheet Metal Forming using Deep Learning

Materials, vol. 12, no. 7, 2019 (BiBTeX, Who cited this?)

Articles in Conference Proceedings

Preuhs, Alexander; Ravikumar, Nishant; Manhart, Michael; Stimpel, Bernhard; Hoppe, Elisabeth; Syben, Christopher; Kowarschik, Markus; Maier, Andreas

Maximum Likelihood Estimation of Head Motion Using Epipolar Consistency

Informatik aktuell (Bildverarbeitung für die Medizin 2019), Lübeck, 17.03.2019, pp. 134-139, 2019, ISBN 978-3-658-25325-7 (BiBTeX, Who cited this?)

Vesal, Sulaiman; Ravikumar, Nishant; Maier, Andreas

A 2D Dilated Residual U-NET for Multi-organ Segmentation in Thoracic CT

ISBI2019-SegTHOR Challenge (ISBI2019), Venice, Italy, 10.04.2019, pp. TBD, 2019 (BiBTeX, Who cited this?)

Folle, Lukas; Vesal, Sulaiman; Ravikumar, Nishant; Maier, Andreas

Dilated Deeply Supervised Networks for Hippocampus Segmentation in MRI

Bildverarbeitung für die Medizin 2019, Lubeck, Germany, 17.3.2019, pp. 68-73, 2019, ISBN 978-3-658-25326-4 (BiBTeX, Who cited this?)

Kaiser, Nicole; Fieselmann, Andreas; Vesal, Sulaiman; Ravikumar, Nishant; Ritschl, Ludwig; Kappler, Steffen; Maier, Andreas

Mammographic breast density classification using a deep neural network: assessment on the basis of inter-observer variability

SPIE Medical Imaging 2019, San Diego, USA, 20.02.2019, pp. TBD, 2019 (BiBTeX, Who cited this?)

Chen, Shuqing; Gehrer, Simone; Kaliman, Sara; Ravikumar, Nishant; Becit, Abdurrahman; Aliee, Maryam; Dudziak, Diana; Merkel, Rudolf; Smith, Ana-Sunćana; Maier, Andreas

Semi-Automatic Cell Correspondence Analysis Using Iterative Point Cloud Registration

Bildverarbeitung für die Medizin: Algorithmen-Systeme-Anwendungen. (Bildverarbeitung für die Medizin 2019), Lübeck, 17-19.03.2019, pp. 116-121, 2019 (BiBTeX, Who cited this?)

Fu, Weilin; Breininger, Katharina; Schaffert, Roman; Ravikumar, Nishant; Maier, Andreas

A Divide-and-Conquer Approach towards Understanding Deep Networks

MICCAI, Shenzhen, TBD, pp. TBD, 2019 (BiBTeX, Who cited this?)

Vesal, Sulaiman; Ravikumar, Nishant; Maier, Andreas

Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation

Statistical Atlases and Computational Modelling of the Heart (Statistical Atlases and Computational Modelling of the Heart Workshop (STACOM 2010, Held in conjunction with MICCAI 2019)), Shenzhen, China, 13.10.2019, pp. tbd, 2019 (BiBTeX, Who cited this?)

Talks

Fu, Weilin; Breininger, Katharina; Schaffert, Roman; Ravikumar, Nishant; Maier, Andreas

A Divide-and-Conquer Approach Towards Understanding Deep Networks (Talk)

at MICCAI (MICCAI main conference) in Shenzhen (14.10)

2018 (12 Publications, Talks and Patents)

Journal Articles

Bier, Bastian; Ravikumar, Nishant; Unberath, Mathias; Levenston, Marc; Gold, Garry; Fahrig, Rebecca; Maier, Andreas

Range Imaging for Motion Compensation in C-Arm Cone-Beam CT of Knees under Weight-Bearing Conditions

Journal of Imaging, vol. 4, no. 1, pp. 1-16, 2018 (BiBTeX, Who cited this?)

Articles in Conference Proceedings

Vesal, Sulaiman; Ravikumar, Nishant; Davari, AmirAbbas; Ellmann, Stephan; Maier, Andreas

Classification of breast cancer histology images using transfer learning

Image Analysis and Recognition (15th International Conference on Image Analysis and Recognition), Póvoa de Varzim, Portugal, 27-29.06.2018, pp. 812-819, 2018, ISBN 978-3-319-93000-8 (BiBTeX, Who cited this?)

Vesal, Sulaiman; Ravikumar, Nishant; Ellmann, Stephan; Maier, Andreas

Comparative Analysis of Unsupervised Algorithms for Breast MRI Lesion Segmentation

Bildverarbeitung für die Medizin 2018 (Bildverarbeitung für die Medizin), Erlangen, Germany, 13.03, pp. 257-262, 2018 (BiBTeX, Who cited this?)

Bayer, Siming; Schaffert, Roman; Ravikumar, Nishant; Maier, Andreas; Tong, Xiaoguang; Wang, Hu; Ostermeier, Martin; Fahrig, Rebecca

Preliminary Study Investigating Brain Shift Compensation using 3D CBCT Cerebral Vascular Images

Bildverarbeitung für die Medizin 2018, Erlangen, 12.03.2018, pp. 163-168, 2018 (BiBTeX, Who cited this?)

Fu, Weilin; Breininger, Katharina; Schaffert, Roman; Ravikumar, Nishant; Würfl, Tobias; Fujimoto, Jim; Moult, Eric; Maier, Andreas

Frangi-Net: A Neural Network Approach to Vessel Segmentation

Bildverarbeitung für die Medizin 2018, Erlangen, 11.03.2018-13.03.2018, pp. 341-346, 2018 (BiBTeX, Who cited this?)

Zhong, Xia; Bayer, Siming; Ravikumar, Nishant; Strobel, Norbert; Birkhold, Annette; Kowarschik, Markus; Fahrig, Rebecca; Maier, Andreas

Resolve Intraoperative Brain Shift as Imitation Game

MICCAI Challenge 2018 for Correction of Brainshift with Intra-Operative Ultrasound (CuRIOUS 2018), Granada conference center, 16.09.2018, pp. -, 2018 (BiBTeX, Who cited this?)

Vesal, Sulaiman; Malakarjun Patil, Shreyas; Ravikumar, Nishant; Maier, Andreas

A Multi-task Framework for Skin Lesion Detection and Segmentation

OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis (International Workshop on Skin Image Analysis(ISIC 2018, Held in Conjunction with MICCAI 2018)), Granada, Spain, 20.09.2018, pp. 285-293, 2018, ISBN 978-3-030-01201-4 (BiBTeX, Who cited this?)

Vesal, Sulaiman; Ravikumar, Nishant; Maier, Andreas

Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI

Statistical Atlases and Computational Modelling of the Heart (Statistical Atlases and Computational Modelling of the Heart Workshop (STACOM 2018, Held in conjunction with MICCAI 2018)), Granada, Spain, 16.08.2018, pp. tbd, 2018 (BiBTeX, Who cited this?)

Bayer, Siming; Ravikumar, Nishant; Strumia, Maddalena; Tong, Xiaoguang; Gao, Ying; Ostermeier, Martin; Fahrig, Rebecca; Maier, Andreas

Intraoperative brain shift compensation using a hybrid mixture mode

International Conference on Medical Image Computing and Computer-Assisted Intervention (Medical Image Computing and Computer Assisted Intervention – MICCAI 2018), Granada, Spanien, 16-20.September 2018, pp. 116-124, 2018 (BiBTeX, Who cited this?)

Vesal, Sulaiman; Ravikumar, Nishant; Maier, Andreas

SkinNet: A Deep Learning Framework for Skin Lesion Segmentation

IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (2018 IEEE Nuclear Science Symposium and Medical Imaging (NSS/MIC)), Sydney, Australia, 10-17.11.2018, pp. tbd, 2018 (BiBTeX, Who cited this?)

Bayer, Siming; Wydra, Adrian; Zhong, Xia; Ravikumar, Nishant; Strumia, Maddalena; Schaffert, Roman; Ostermeier, Martin; Fahrig, Rebecca; Maier, Andreas

An anthropomorphic deformable phantom for brain shift simulation

2018 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)), Sydney, Australia, 10-17.11.2018, pp. -, 2018 (BiBTeX, Who cited this?)

Talks

Bayer, Siming; Schaffert, Roman; Ravikumar, Nishant; Maier, Andreas; Tong, Xiaoguang; Wang, Huichih; Ostermeier, Martin; Fahrig, Rebecca

Preliminary study investigating brain shift compensation using 3D CBCT cerebral vascular images (Talk)

at Friedrich Alexander University (Bildverarbeitung für die Medizin 2018) in Erlangen (12.03)

2017 (4 Publications, Talks and Patents)

Articles in Conference Proceedings

Bier, Bastian; Unberath, Mathias; Geimer, Tobias; Ravikumar, Nishant; Gold, Garry; Fahrig, Rebecca; Maier, Andreas

Fusing Motion Estimates for CBCT Reconstruction

2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)), Atlanta, 21.10-28.10.2017, pp. tbd, 2017 (BiBTeX, Who cited this?)

Bier, Bastian; Unberath, Mathias; Ravikumar, Nishant; Maier, Jennifer; Gooya, Ali; Taylor, Zeike A.; Frangi, Alejandro F.; Gold, Garry; Fahrig, Rebecca; Maier, Andreas

Surface Registration to Estimate Motion in CBCT

2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)), Atlanta, 21.10-28.10.2017, pp. tbd, 2017 (BiBTeX, Who cited this?)

Vesal, Sulaiman; Diaz-Pinto, Andres; Ravikumar, Nishant; Ellmann, Stephan; Davari, AmirAbbas; Maier, Andreas

Semi-Automatic Algorithm for Breast MRI Lesion Segmentation Using Marker-Controlled Watershed Transformation

2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC)), Atlanta, Georgia, USA, 21.10-28.10.2017, pp. tbd, 2017 (BiBTeX, Who cited this?)

Talks

Vesal, Sulaiman; Ravikumar, Nishant

Semi-Automatic Algorithm for Breast MRI Lesion Segmentation Using Marker-Controlled Watershed Transformation (Talk)

at Hyatt Regency in Atlanta, Georgia, USA (25.10)

Contact

Address

Nishant Ravikumar Ph.D.

Alumnus of the Pattern Recognition Lab of the Friedrich-Alexander-Universität Erlangen-Nürnberg

Publications



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Department of Computer Science 5 Our Team Ravikumar, Nishant Projects Lectures Publications Thesis Curriculum Vitae Research Publications Free Software Data Courses Curriculum Theses Press Releases Cooperations Open Positions LME Videos Ph.D. Gallery Contact Intranet Impressum Datenschutzerklärung Contact +49 9131 85 27774 +49 9131 85 27270 09.134 Address Universität Erlangen-Nürnberg Chair of Computer Science 5 (Pattern Recognition) Martensstr. 3 91058 Erlangen Germany Driving directions Powered by	Dept. of Computer Sc. » Pattern Recognition » Our Team » Ravikumar, Nishant » Publications Nishant Ravikumar Ph.D. Alumnus of the Pattern Recognition Lab of the Friedrich-Alexander-Universität Erlangen-Nürnberg Publications WARNING: All material on this website, including papers, text, figures, and graphics is covered by Copyright © unless otherwise stated. You may browse them at your convenience (in the same spirit as you may read a journal or a proceeding article in a public library). Retrieving, copying, or distributing these files, however, may violate the copyright protection law. We recommend that the user abides international law in accessing this directory. 2019 (9 Publications, Talks and Patents) Journal Articles Jaremenko, Christian; Ravikumar, Nishant; Affronti, Emanuela; Merklein, Marion; Maier, Andreas Determination of Forming Limits in Sheet Metal Forming using Deep Learning Materials, vol. 12, no. 7, 2019 (BiBTeX, Who cited this?) Articles in Conference Proceedings Preuhs, Alexander; Ravikumar, Nishant; Manhart, Michael; Stimpel, Bernhard; Hoppe, Elisabeth; Syben, Christopher; Kowarschik, Markus; Maier, Andreas Maximum Likelihood Estimation of Head Motion Using Epipolar Consistency Informatik aktuell (Bildverarbeitung für die Medizin 2019), Lübeck, 17.03.2019, pp. 134-139, 2019, ISBN 978-3-658-25325-7 (BiBTeX, Who cited this?) Vesal, Sulaiman; Ravikumar, Nishant; Maier, Andreas A 2D Dilated Residual U-NET for Multi-organ Segmentation in Thoracic CT ISBI2019-SegTHOR Challenge (ISBI2019), Venice, Italy, 10.04.2019, pp. TBD, 2019 (BiBTeX, Who cited this?) Folle, Lukas; Vesal, Sulaiman; Ravikumar, Nishant; Maier, Andreas Dilated Deeply Supervised Networks for Hippocampus Segmentation in MRI Bildverarbeitung für die Medizin 2019, Lubeck, Germany, 17.3.2019, pp. 68-73, 2019, ISBN 978-3-658-25326-4 (BiBTeX, Who cited this?) Kaiser, Nicole; Fieselmann, Andreas; Vesal, Sulaiman; Ravikumar, Nishant; Ritschl, Ludwig; Kappler, Steffen; Maier, Andreas Mammographic breast density classification using a deep neural network: assessment on the basis of inter-observer variability SPIE Medical Imaging 2019, San Diego, USA, 20.02.2019, pp. TBD, 2019 (BiBTeX, Who cited this?) Chen, Shuqing; Gehrer, Simone; Kaliman, Sara; Ravikumar, Nishant; Becit, Abdurrahman; Aliee, Maryam; Dudziak, Diana; Merkel, Rudolf; Smith, Ana-Sunćana; Maier, Andreas Semi-Automatic Cell Correspondence Analysis Using Iterative Point Cloud Registration Bildverarbeitung für die Medizin: Algorithmen-Systeme-Anwendungen. (Bildverarbeitung für die Medizin 2019), Lübeck, 17-19.03.2019, pp. 116-121, 2019 (BiBTeX, Who cited this?) Fu, Weilin; Breininger, Katharina; Schaffert, Roman; Ravikumar, Nishant; Maier, Andreas A Divide-and-Conquer Approach towards Understanding Deep Networks MICCAI, Shenzhen, TBD, pp. TBD, 2019 (BiBTeX, Who cited this?) Vesal, Sulaiman; Ravikumar, Nishant; Maier, Andreas Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation Statistical Atlases and Computational Modelling of the Heart (Statistical Atlases and Computational Modelling of the Heart Workshop (STACOM 2010, Held in conjunction with MICCAI 2019)), Shenzhen, China, 13.10.2019, pp. tbd, 2019 (BiBTeX, Who cited this?) Talks Fu, Weilin; Breininger, Katharina; Schaffert, Roman; Ravikumar, Nishant; Maier, Andreas A Divide-and-Conquer Approach Towards Understanding Deep Networks (Talk) at MICCAI (MICCAI main conference) in Shenzhen (14.10) 2018 (12 Publications, Talks and Patents) Journal Articles Bier, Bastian; Ravikumar, Nishant; Unberath, Mathias; Levenston, Marc; Gold, Garry; Fahrig, Rebecca; Maier, Andreas Range Imaging for Motion Compensation in C-Arm Cone-Beam CT of Knees under Weight-Bearing Conditions Journal of Imaging, vol. 4, no. 1, pp. 1-16, 2018 (BiBTeX, Who cited this?) Articles in Conference Proceedings Vesal, Sulaiman; Ravikumar, Nishant; Davari, AmirAbbas; Ellmann, Stephan; Maier, Andreas Classification of breast cancer histology images using transfer learning Image Analysis and Recognition (15th International Conference on Image Analysis and Recognition), Póvoa de Varzim, Portugal, 27-29.06.2018, pp. 812-819, 2018, ISBN 978-3-319-93000-8 (BiBTeX, Who cited this?) Vesal, Sulaiman; Ravikumar, Nishant; Ellmann, Stephan; Maier, Andreas Comparative Analysis of Unsupervised Algorithms for Breast MRI Lesion Segmentation Bildverarbeitung für die Medizin 2018 (Bildverarbeitung für die Medizin), Erlangen, Germany, 13.03, pp. 257-262, 2018 (BiBTeX, Who cited this?) Bayer, Siming; Schaffert, Roman; Ravikumar, Nishant; Maier, Andreas; Tong, Xiaoguang; Wang, Hu; Ostermeier, Martin; Fahrig, Rebecca Preliminary Study Investigating Brain Shift Compensation using 3D CBCT Cerebral Vascular Images Bildverarbeitung für die Medizin 2018, Erlangen, 12.03.2018, pp. 163-168, 2018 (BiBTeX, Who cited this?) Fu, Weilin; Breininger, Katharina; Schaffert, Roman; Ravikumar, Nishant; Würfl, Tobias; Fujimoto, Jim; Moult, Eric; Maier, Andreas Frangi-Net: A Neural Network Approach to Vessel Segmentation Bildverarbeitung für die Medizin 2018, Erlangen, 11.03.2018-13.03.2018, pp. 341-346, 2018 (BiBTeX, Who cited this?) Zhong, Xia; Bayer, Siming; Ravikumar, Nishant; Strobel, Norbert; Birkhold, Annette; Kowarschik, Markus; Fahrig, Rebecca; Maier, Andreas Resolve Intraoperative Brain Shift as Imitation Game MICCAI Challenge 2018 for Correction of Brainshift with Intra-Operative Ultrasound (CuRIOUS 2018), Granada conference center, 16.09.2018, pp. -, 2018 (BiBTeX, Who cited this?) Vesal, Sulaiman; Malakarjun Patil, Shreyas; Ravikumar, Nishant; Maier, Andreas A Multi-task Framework for Skin Lesion Detection and Segmentation OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis (International Workshop on Skin Image Analysis(ISIC 2018, Held in Conjunction with MICCAI 2018)), Granada, Spain, 20.09.2018, pp. 285-293, 2018, ISBN 978-3-030-01201-4 (BiBTeX, Who cited this?) Vesal, Sulaiman; Ravikumar, Nishant; Maier, Andreas Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI Statistical Atlases and Computational Modelling of the Heart (Statistical Atlases and Computational Modelling of the Heart Workshop (STACOM 2018, Held in conjunction with MICCAI 2018)), Granada, Spain, 16.08.2018, pp. tbd, 2018 (BiBTeX, Who cited this?) Bayer, Siming; Ravikumar, Nishant; Strumia, Maddalena; Tong, Xiaoguang; Gao, Ying; Ostermeier, Martin; Fahrig, Rebecca; Maier, Andreas Intraoperative brain shift compensation using a hybrid mixture mode International Conference on Medical Image Computing and Computer-Assisted Intervention (Medical Image Computing and Computer Assisted Intervention – MICCAI 2018), Granada, Spanien, 16-20.September 2018, pp. 116-124, 2018 (BiBTeX, Who cited this?) Vesal, Sulaiman; Ravikumar, Nishant; Maier, Andreas SkinNet: A Deep Learning Framework for Skin Lesion Segmentation IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (2018 IEEE Nuclear Science Symposium and Medical Imaging (NSS/MIC)), Sydney, Australia, 10-17.11.2018, pp. tbd, 2018 (BiBTeX, Who cited this?) Bayer, Siming; Wydra, Adrian; Zhong, Xia; Ravikumar, Nishant; Strumia, Maddalena; Schaffert, Roman; Ostermeier, Martin; Fahrig, Rebecca; Maier, Andreas An anthropomorphic deformable phantom for brain shift simulation 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)), Sydney, Australia, 10-17.11.2018, pp. -, 2018 (BiBTeX, Who cited this?) Talks Bayer, Siming; Schaffert, Roman; Ravikumar, Nishant; Maier, Andreas; Tong, Xiaoguang; Wang, Huichih; Ostermeier, Martin; Fahrig, Rebecca Preliminary study investigating brain shift compensation using 3D CBCT cerebral vascular images (Talk) at Friedrich Alexander University (Bildverarbeitung für die Medizin 2018) in Erlangen (12.03) 2017 (4 Publications, Talks and Patents) Articles in Conference Proceedings Bier, Bastian; Unberath, Mathias; Geimer, Tobias; Ravikumar, Nishant; Gold, Garry; Fahrig, Rebecca; Maier, Andreas Fusing Motion Estimates for CBCT Reconstruction 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)), Atlanta, 21.10-28.10.2017, pp. tbd, 2017 (BiBTeX, Who cited this?) Bier, Bastian; Unberath, Mathias; Ravikumar, Nishant; Maier, Jennifer; Gooya, Ali; Taylor, Zeike A.; Frangi, Alejandro F.; Gold, Garry; Fahrig, Rebecca; Maier, Andreas Surface Registration to Estimate Motion in CBCT 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)), Atlanta, 21.10-28.10.2017, pp. tbd, 2017 (BiBTeX, Who cited this?) Vesal, Sulaiman; Diaz-Pinto, Andres; Ravikumar, Nishant; Ellmann, Stephan; Davari, AmirAbbas; Maier, Andreas Semi-Automatic Algorithm for Breast MRI Lesion Segmentation Using Marker-Controlled Watershed Transformation 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) (IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC)), Atlanta, Georgia, USA, 21.10-28.10.2017, pp. tbd, 2017 (BiBTeX, Who cited this?) Talks Vesal, Sulaiman; Ravikumar, Nishant Semi-Automatic Algorithm for Breast MRI Lesion Segmentation Using Marker-Controlled Watershed Transformation (Talk) at Hyatt Regency in Atlanta, Georgia, USA (25.10)