Ahmed Kedir Mohammed

According to our database, Ahmed Kedir Mohammed authored at least 26 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Concept-based reasoning in medical imaging.

Anuja Vats, Marius Pedersen, Ahmed Kedir Mohammed

Int. J. Comput. Assist. Radiol. Surg., July, 2023

Automated 3D burr detection in cast manufacturing using sparse convolutional neural networks.

Ahmed Kedir Mohammed, Johannes Kvam, Ingrid Fjordheim Onstein, Marianne Bakken, Helene Schulerud

J. Intell. Manuf., 2023

Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images.

Anuja Vats, Marius Pedersen, Ahmed Kedir Mohammed, Øistein Hovde

CoRR, 2023

This Changes to That : Combining Causal and Non-Causal Explanations to Generate Disease Progression in Capsule Endoscopy.

Anuja Vats, Ahmed Kedir Mohammed, Marius Pedersen, Nirmalie Wiratunga

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

From Labels to Priors in Capsule Endoscopy: A Prior Guided Approach for Improving Generalization with Few Labels.

Anuja Vats, Ahmed Kedir Mohammed, Marius Pedersen

CoRR, 2022

Multichannel Residual Cues for Fine-Grained Classification in Wireless Capsule Endoscopy.

Anuja Vats, Kiran B. Raja, Marius Pedersen, Ahmed Kedir Mohammed

IEEE Access, 2022

2021

Learning More for Free - A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy.

Anuja Vats, Marius Pedersen, Ahmed Kedir Mohammed, Øistein Hovde

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

A Preliminary Analysis of Self-Supervision for Wireless Capsule Endoscopy.

Anuja Vats, Marius Pedersen, Ahmed Kedir Mohammed

Proceedings of the 9th European Workshop on Visual Information Processing, 2021

Attention-based LSTM Network for Action Recognition in Sports.

Mohib Ullah, Muhammad Mudassar Yamin, Ahmed Kedir Mohammed, Sultan Daud Khan, Habib Ullah, Faouzi Alaya Cheikh

Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2021, 2021

Multi-encoder Decoder Network for Polyp Detection.

Ahmed Kedir Mohammed, Marius Pedersen

Proceedings of the Computer-Aided Analysis of Gastrointestinal Videos, 2021

2020

PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data.

Ahmed Kedir Mohammed, Ivar Farup, Marius Pedersen, Sule Yildirim, Øistein Hovde

Comput. Vis. Image Underst., 2020

2018 Robotic Scene Segmentation Challenge.

Max Allan, Satoshi Kondo, Sebastian Bodenstedt, Stefan Leger, Rahim Kadkhodamohammadi, Imanol Luengo, Félix Fuentes-Hurtado, Evangello Flouty, Ahmed Kedir Mohammed, Marius Pedersen, Avinash Kori, Alex Varghese, Ganapathy Krishnamurthi, David Rauber, Robert Mendel, Christoph Palm, Sophia Bano, Guinther Saibro, Chi-Sheng Shih, Hsun-An Chiang, Juntang Zhuang, Junlin Yang, Vladimir Iglovikov, Anton Dobrenkii, Madhu Reddiboina, Anubhav Reddy, Xingtong Liu, Cong Gao, Mathias Unberath, Mahdi Azizian, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel

CoRR, 2020

Weakly-Supervised Network for Detection of COVID-19 in Chest CT Scans.

Ahmed Kedir Mohammed, Congcong Wang, Meng Zhao, Mohib Ullah, Rabia Naseem, Hao Wang, Marius Pedersen, Faouzi Alaya Cheikh

IEEE Access, 2020

The Importance Of Skip Connections In Encoder-Decoder Architectures For Colorectal Polyp Detection.

Nita Mulliqi, Sule Yildirim, Ahmed Kedir Mohammed, Lule Ahmedi, Hao Wang, Ogerta Elezaj, Øistein Hovde

Proceedings of the IEEE International Conference on Image Processing, 2020

SPECTRANET: A Deep Model for Skin Oxygenation Measurement from Multi-Spectral Data.

Ahmed Kedir Mohammed, Mohib Ullah, Jacob Renzo Bauer

Proceedings of the Color Imaging XXV: Displaying, 2020

2019

Multiscale deep desmoking for laparoscopic surgery.

Congcong Wang, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jacob Elle

Proceedings of the Medical Imaging 2019: Image Processing, 2019

StreoScenNet: surgical stereo robotic scene segmentation.

Ahmed Kedir Mohammed, Sule Yildirim, Ivar Farup, Marius Pedersen, Øistein Hovde

Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

2018

PedNet: A Spatio-Temporal Deep Convolutional Neural Network for Pedestrian Segmentation.

Mohib Ullah, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh

J. Imaging, 2018

Stochastic Capsule Endoscopy Image Enhancement.

Ahmed Kedir Mohammed, Ivar Farup, Marius Pedersen, Øistein Hovde, Sule Yildirim Yayilgan

J. Imaging, 2018

Variational approach for capsule video frame interpolation.

Ahmed Kedir Mohammed, Ivar Farup, Sule Yildirim, Marius Pedersen, Øistein Hovde

EURASIP J. Image Video Process., 2018

Deep-STRESS Capsule Video Endoscopy Image Enhancement.

Ahmed Kedir Mohammed, Marius Pedersen, Øistein Hovde, Sule Yildirim

Proceedings of the 26th Color and Imaging Conference, 2018

Hand-Crafted vs Deep Features: A Quantitative Study of Pedestrian Appearance Model.

Mohib Ullah, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh

Proceedings of the Colour and Visual Computing Symposium, 2018

Y-Net: A deep Convolutional Neural Network for Polyp Detection.

Ahmed Kedir Mohammed, Sule Yildirim Yayilgan, Marius Pedersen, Ivar Farup, Øistein Hovde

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Image Quality Metrics for the Evaluation and Optimization of Capsule Video Endoscopy Enhancement Techniques.

Marius Pedersen, Olga Cherepkova, Ahmed Kedir Mohammed

Proceedings of the 25th Color and Imaging Conference, 2017

A hierarchical feature model for multi-target tracking.

Mohib Ullah, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh, Zhaohui Wang

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Sparse Coded Handcrafted and Deep Features for Colon Capsule Video Summarization.

Ahmed Kedir Mohammed, Sule Yildirim, Marius Pedersen, Oistein Hovde, Faouzi Alaya Cheikh

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017