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 (6 Publications, Talks and Patents)

Articles in Conference Proceedings

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?)

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

Vesal, Sulaiman

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

(ISBI2019 SegTHOR Challenge) in Venice, Italy (10.04)

Vesal, Sulaiman

Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation (Talk)

(STACOM-MICCAI 2019) in Shenzhen, China (13.10)

2018 (12 Publications, Talks and Patents)

Journal Articles

Ellmann, Stephan; Bielowski, Christian; Wenkel, Evelyn; Vesal, Sulaiman; Maier, Andreas; Uder, Michael; Bäuerle, Tobias

Ein klinisch anwendbares Neuronales Netzwerk zur Klassifikation suspekter Läsionen in der Mamma-MRT

Fortschr Röntgenstr, vol. 190, pp. WISS 401.2, 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?)

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?)

Davari, AmirAbbas; Sakaltras, Nikolaos; Häberle, Armin; Vesal, Sulaiman; Christlein, Vincent; Maier, Andreas; Riess, Christian

Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings

International Conference on Image Processing (ICIP), Athens, Greece, 7-10.10, pp. tbd, 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?)

Talks

Vesal, Sulaiman

Comparative Analysis of Unsupervised Algorithms for Breast MRI Lesion Segmentation (Talk)

at Friedrich-Alexander-Universität Erlangen-Nürnberg (Bildverarbeitung für die Medizin 2018) in Erlangen (12.03)

Vesal, Sulaiman

Classification of Breast Cancer Histology Images Using Transfer Learning (Talk)

at Axis Vermar (15th International Conference on Image Analysis and Recognition) in Póvoa de Varzim, Portugal (27.06)

Vesal, Sulaiman

A Multi-task Framework for Skin Lesion Detection and Segmentation (Talk)

at Granada Conference Center (International Workshop on Skin Image Analysis(ISIC 2018, Held in Conjunction with MICCAI 2018)) in Granada, Spain (20.09)

Vesal, Sulaiman

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

at Granada Conference Center (Statistical Atlases and Computational Modelling of the Heart Workshop (STACOM 2018, Held in conjunction with MICCAI 2018)) in Granada, Spain (16.09)

Vesal, Sulaiman

SkinNet: A Deep Learning Framework for Skin Lesion Segmentation (Talk)

at International Convention Center (2018 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC)) in Sydney, Australia (15.05)

2017 (3 Publications, Talks and Patents)

Articles in Conference Proceedings

Davari, AmirAbbas; Christlein, Vincent; Vesal, Sulaiman; Maier, Andreas; Riess, Christian

GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification

Computer Analysis of Images and Patterns (17th international Conference on Computer Analysis of Images and Patterns (CAIP)), Ystad, Sweden, 22-24.8.2017, vol. 2, pp. 296-306, 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)

2014 (1 Publications, Talks and Patents)

Journal Articles

Walia, Ekta; Vesal, Sulaiman; Aman Pal

An Effective and Fast Hybrid Framework for Color Image Retrieval

Sensing and Imaging, vol. 15, no. 1, pp. 1-23, 2014 (BiBTeX, Who cited this?)

Contact

Address

Sulaiman Vesal M. Sc.

Researcher in the Learning Approaches for Medical Big Data Analysis (LAMBDA) group at the Pattern Recognition Lab of the Friedrich-Alexander-Universität Erlangen-Nürnberg

Publications



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Department of Computer Science 5 Our Team Vesal, Sulaiman 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 27799 +49 9131 85 27270 10.136 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 » Vesal, Sulaiman » Publications Sulaiman Vesal M. Sc. Researcher in the Learning Approaches for Medical Big Data Analysis (LAMBDA) group at 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 (6 Publications, Talks and Patents) Articles in Conference Proceedings 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?) 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 Vesal, Sulaiman A 2D Dilated Residual U-NET for Multi-organ Segmentation in Thoracic CT (Talk) (ISBI2019 SegTHOR Challenge) in Venice, Italy (10.04) Vesal, Sulaiman Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation (Talk) (STACOM-MICCAI 2019) in Shenzhen, China (13.10) 2018 (12 Publications, Talks and Patents) Journal Articles Ellmann, Stephan; Bielowski, Christian; Wenkel, Evelyn; Vesal, Sulaiman; Maier, Andreas; Uder, Michael; Bäuerle, Tobias Ein klinisch anwendbares Neuronales Netzwerk zur Klassifikation suspekter Läsionen in der Mamma-MRT Fortschr Röntgenstr, vol. 190, pp. WISS 401.2, 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?) 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?) Davari, AmirAbbas; Sakaltras, Nikolaos; Häberle, Armin; Vesal, Sulaiman; Christlein, Vincent; Maier, Andreas; Riess, Christian Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings International Conference on Image Processing (ICIP), Athens, Greece, 7-10.10, pp. tbd, 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?) Talks Vesal, Sulaiman Comparative Analysis of Unsupervised Algorithms for Breast MRI Lesion Segmentation (Talk) at Friedrich-Alexander-Universität Erlangen-Nürnberg (Bildverarbeitung für die Medizin 2018) in Erlangen (12.03) Vesal, Sulaiman Classification of Breast Cancer Histology Images Using Transfer Learning (Talk) at Axis Vermar (15th International Conference on Image Analysis and Recognition) in Póvoa de Varzim, Portugal (27.06) Vesal, Sulaiman A Multi-task Framework for Skin Lesion Detection and Segmentation (Talk) at Granada Conference Center (International Workshop on Skin Image Analysis(ISIC 2018, Held in Conjunction with MICCAI 2018)) in Granada, Spain (20.09) Vesal, Sulaiman Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI (Talk) at Granada Conference Center (Statistical Atlases and Computational Modelling of the Heart Workshop (STACOM 2018, Held in conjunction with MICCAI 2018)) in Granada, Spain (16.09) Vesal, Sulaiman SkinNet: A Deep Learning Framework for Skin Lesion Segmentation (Talk) at International Convention Center (2018 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC)) in Sydney, Australia (15.05) 2017 (3 Publications, Talks and Patents) Articles in Conference Proceedings Davari, AmirAbbas; Christlein, Vincent; Vesal, Sulaiman; Maier, Andreas; Riess, Christian GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification Computer Analysis of Images and Patterns (17th international Conference on Computer Analysis of Images and Patterns (CAIP)), Ystad, Sweden, 22-24.8.2017, vol. 2, pp. 296-306, 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) 2014 (1 Publications, Talks and Patents) Journal Articles Walia, Ekta; Vesal, Sulaiman; Aman Pal An Effective and Fast Hybrid Framework for Color Image Retrieval Sensing and Imaging, vol. 15, no. 1, pp. 1-23, 2014 (BiBTeX, Who cited this?)