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Michael A. Riegler

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Few-shot segmentation of medical images based on meta-learning with implicit gradients

Jun 06, 2021
Rabindra Khadga, Debesh Jha, Sharib Ali, Steven Hicks, Vajira Thambawita, Michael A. Riegler, Pål Halvorsen

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MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation

May 16, 2021
Abhishek Srivastava, Debesh Jha, Sukalpa Chanda, Umapada Pal, Håvard D. Johansen, Dag Johansen, Michael A. Riegler, Sharib Ali, Pål Halvorsen

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

Apr 22, 2021
Debesh Jha, Nikhil Kumar Tomar, Sharib Ali, Michael A. Riegler, Håvard D. Johansen, Dag Johansen, Thomas de Lange, Pål Halvorsen

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FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation

Mar 31, 2021
Nikhil Kumar Tomar, Debesh Jha, Michael A. Riegler, Håvard D. Johansen, Dag Johansen, Jens Rittscher, Pål Halvorsen, Sharib Ali

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LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification

Jan 06, 2021
Debesh Jha, Anis Yazidi, Michael A. Riegler, Dag Johansen, Håvard D. Johansen, Pål Halvorsen

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DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation

Dec 30, 2020
Nikhil Kumar Tomar, Debesh Jha, Sharib Ali, Håvard D. Johansen, Dag Johansen, Michael A. Riegler, Pål Halvorsen

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Medico Multimedia Task at MediaEval 2020: Automatic Polyp Segmentation

Dec 30, 2020
Debesh Jha, Steven A. Hicks, Krister Emanuelsen, Håvard Johansen, Dag Johansen, Thomas de Lange, Michael A. Riegler, Pål Halvorsen

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Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise Focus

Dec 14, 2020
Vajira Thambawita, Steven Hicks, Pål Halvorsen, Michael A. Riegler

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Real-Time Polyp Detection, Localisation and Segmentation in Colonoscopy Using Deep Learning

Nov 15, 2020
Debesh Jha, Sharib Ali, Håvard D. Johansen, Dag D. Johansen, Jens Rittscher, Michael A. Riegler, Pål Halvorsen

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DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation

Jun 27, 2020
Debesh Jha, Michael A. Riegler, Dag Johansen, Pål Halvorsen, Håvard D. Johansen

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