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S. Hicks, D. Jha, V. Thambawita, H. L. Hammer, T. de Lange, S. Parasa, M. Riegler and P. Halvorsen

Medico Multimedia Task at MediaEval 2021: Transparency in Medical Image Segmentation

In Mediaeval Medico 2021. Mediaeval 2021, 2021.
Proceedings, refereed
2021
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S. Rauniyar, A. Srivastava, V. K. Jha, R. K. Jha, D. Jha and A. Rauniyar

Automated Polyp Segmentation in Colonoscopy using MSRFNet

In MediaEval medico . CEUR Workshop Proceedings, 2021.
Proceedings, non-refereed
2021
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S. Rauniyar, V. K. Jha, R. K. Jha, D. Jha and A. Rauniyar

Improving Polyp Segmentation in Colonoscopy using Deep Learning

Nordic Machine Intelligence 1, no. 1 (2021): 35-37.
Journal Article
2021
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S. Rauniyar, V. K. Jha, R. K. Jha, D. Jha and A. Rauniyar

Improving Polyp Segmentation in Colonoscopy using Deep Learning

Nordic Machine Intelligence 1, no. 1 (2021): 35-37.
Journal Article
2021
View

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2021

Proceedings, refereed

D. Jha, S. Ali, N. K. Tomar, M. Riegler, D. Johansen, H. D. Johansen and P. Halvorsen

Exploring Deep Learning Methods for Real-Time Surgical Instrument Segmentation in Laparoscopy

In 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI). IEEE, 2021.
Status: Published
D. Jha, N. K. Tomar, S. Ali, M. Riegler, H. D. Johansen, D. Johansen, T. de Lange and P. Halvorsen

NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy

In 34th IEEE CBMS International Symposium on Computer-Based Medical Systems. IEEE, 2021.
Status: Published
D. Jha, S. Ali, K. Emanuelsen, S. Hicks, V. Thambawita, E. Garcia-Ceja, M. Riegler, T. de Lange, P. T. Schmidt, H. D. Johansen et al.

Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy

In 27th International Conference on Multimedia Modeling. Vol. LNCS, volume 12573. Springer, 2021.
Status: Published
G. Ji, Y. Chou, D. Fan, G. Chen, H. Fu, D. Jha and L. Shao

Progressively Normalized Self-Attention Network for Video Polyp Segmentation

In Medical Image Computing and Computer Assisted Intervention (MICCAI 2021). Vol. LNCS, volume 12901. Springer, 2021.
Status: Published
A. Srivastava, S. Chanda, D. Jha, M. Riegler, P. Halvorsen, D. Johansen and U. Pal

PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation

In Proc. of 2021 4th International Conference on Bio-Engineering for Smart Technologies (BioSMART). Paris / Créteil, France: IEEE, 2021.
Status: Published
N. K. Tomar, D. Jha, S. Ali, H. D. Johansen, D. Johansen, M. Riegler and P. Halvorsen

DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation

In 25th International Conference on Pattern Recognition. Springer, 2021.
Status: Published

Book chapters

I. Strümke, S. Hicks, V. Thambawita, D. Jha, S. Parasa, M. Riegler and P. Halvorsen

Artificial Intelligence in Gastroenterology

In Artificial Intelligence in Medicine, 1-20. Cham: Springer International Publishing, 2021.
Status: Published

Proceedings, non-refereed

N. KumarTomar, N. Ibtehaz, D. Jha, P. Halvorsen and S. Ali

Improving generalizibilty in polyp segmentation using ensemble convolutional neural network

In 3rd International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV2021). Vol. 2886. CEUR Workshop Proceedings, 2021.
Status: Published
S. Rauniyar, A. Srivastava, V. K. Jha, R. K. Jha, D. Jha and A. Rauniyar

Automated Polyp Segmentation in Colonoscopy using MSRFNet

In MediaEval medico . CEUR Workshop Proceedings, 2021.
Status: Published