Ahmed Kedir Mohammed

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 29

Top Topics

Capsule Endoscopy

Polyp Detection

Image Enhancement

Top Venues

Publications

Anuja Vats, Marius Pedersen, Ahmed Kedir Mohammed, Øistein Hovde
Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images. CoRR (2023)
Ahmed Kedir Mohammed, Johannes Kvam, Ingrid Fjordheim Onstein, Marianne Bakken, Helene Schulerud
Automated 3D burr detection in cast manufacturing using sparse convolutional neural networks. J. Intell. Manuf. 34 (1) (2023)
Anuja Vats, Marius Pedersen, Ahmed Kedir Mohammed
Concept-based reasoning in medical imaging. Int. J. Comput. Assist. Radiol. Surg. 18 (7) (2023)
Anuja Vats, Ahmed Kedir Mohammed, Marius Pedersen, Nirmalie Wiratunga
This Changes to That : Combining Causal and Non-Causal Explanations to Generate Disease Progression in Capsule Endoscopy. ICASSP (2023)
Anuja Vats, Ahmed Kedir Mohammed, Marius Pedersen
From Labels to Priors in Capsule Endoscopy: A Prior Guided Approach for Improving Generalization with Few Labels. CoRR (2022)
Anuja Vats, Ahmed Kedir Mohammed, Marius Pedersen, Nirmalie Wiratunga
This changes to that : Combining causal and non-causal explanations to generate disease progression in capsule endoscopy. CoRR (2022)
Anuja Vats, Kiran B. Raja, Marius Pedersen, Ahmed Kedir Mohammed
Multichannel Residual Cues for Fine-Grained Classification in Wireless Capsule Endoscopy. IEEE Access 10 (2022)
Anuja Vats, Marius Pedersen, Ahmed Kedir Mohammed, Øistein Hovde
Learning More for Free - A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy. CoRR (2021)
Anuja Vats, Marius Pedersen, Ahmed Kedir Mohammed
A Preliminary Analysis of Self-Supervision for Wireless Capsule Endoscopy. EUVIP (2021)
Anuja Vats, Marius Pedersen, Ahmed Kedir Mohammed, Øistein Hovde
Learning More for Free - A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy. MICCAI (7) (2021)
Mohib Ullah, Muhammad Mudassar Yamin, Ahmed Kedir Mohammed, Sultan Daud Khan, Habib Ullah, Faouzi Alaya Cheikh
Attention-based LSTM Network for Action Recognition in Sports. IRIACV (2021)
Ahmed Kedir Mohammed, Ivar Farup, Marius Pedersen, Sule Yildirim, Øistein Hovde
PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data. Comput. Vis. Image Underst. 201 (2020)
Ahmed Kedir Mohammed, Congcong Wang, Meng Zhao, Mohib Ullah, Rabia Naseem, Hao Wang, Marius Pedersen, Faouzi Alaya Cheikh
Weakly-Supervised Network for Detection of COVID-19 in Chest CT Scans. IEEE Access 8 (2020)
Ahmed Kedir Mohammed, Ivar Farup, Marius Pedersen, Sule Yildirim, Øistein Hovde
PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data. CoRR (2020)
Nita Mulliqi, Sule Yildirim, Ahmed Kedir Mohammed, Lule Ahmedi, Hao Wang, Ogerta Elezaj, Øistein Hovde
The Importance Of Skip Connections In Encoder-Decoder Architectures For Colorectal Polyp Detection. ICIP (2020)
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
2018 Robotic Scene Segmentation Challenge. CoRR (2020)
Ahmed Kedir Mohammed, Mohib Ullah, Jacob Renzo Bauer
SPECTRANET: A Deep Model for Skin Oxygenation Measurement from Multi-Spectral Data. Color Imaging: Displaying, Processing, Hardcopy, and Applications (2020)
Ahmed Kedir Mohammed, Sule Yildirim, Ivar Farup, Marius Pedersen, Øistein Hovde
StreoScenNet: surgical stereo robotic scene segmentation. Medical Imaging: Image-Guided Procedures (2019)
Congcong Wang, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jacob Elle
Multiscale deep desmoking for laparoscopic surgery. Medical Imaging: Image Processing (2019)
Mohib Ullah, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh
PedNet: A Spatio-Temporal Deep Convolutional Neural Network for Pedestrian Segmentation. J. Imaging 4 (9) (2018)
Ahmed Kedir Mohammed, Ivar Farup, Marius Pedersen, Øistein Hovde, Sule Yildirim Yayilgan
Stochastic Capsule Endoscopy Image Enhancement. J. Imaging 4 (6) (2018)
Ahmed Kedir Mohammed, Marius Pedersen, Øistein Hovde, Sule Yildirim
Deep-STRESS Capsule Video Endoscopy Image Enhancement. CIC (2018)
Ahmed Kedir Mohammed, Sule Yildirim Yayilgan, Marius Pedersen, Ivar Farup, Øistein Hovde
Y-Net: A deep Convolutional Neural Network for Polyp Detection. BMVC (2018)
Ahmed Kedir Mohammed, Sule Yildirim, Ivar Farup, Marius Pedersen, Øistein Hovde
Y-Net: A deep Convolutional Neural Network for Polyp Detection. CoRR (2018)
Mohib Ullah, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh
Hand-Crafted vs Deep Features: A Quantitative Study of Pedestrian Appearance Model. CVCS (2018)
Ahmed Kedir Mohammed, Ivar Farup, Sule Yildirim, Marius Pedersen, Øistein Hovde
Variational approach for capsule video frame interpolation. EURASIP J. Image Video Process. 2018 (2018)
Mohib Ullah, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh, Zhaohui Wang
A hierarchical feature model for multi-target tracking. ICIP (2017)
Ahmed Kedir Mohammed, Sule Yildirim, Marius Pedersen, Oistein Hovde, Faouzi Alaya Cheikh
Sparse Coded Handcrafted and Deep Features for Colon Capsule Video Summarization. CBMS (2017)
Marius Pedersen, Olga Cherepkova, Ahmed Kedir Mohammed
Image Quality Metrics for the Evaluation and Optimization of Capsule Video Endoscopy Enhancement Techniques. CIC (2017)