Ahmed Kedir Mohammed

31 papers A 1B 5Misc 1Journal 15Unranked 8
YearRankTypeTitle / Venue / Authors
2024 B conf
CAPTIV8: A Comprehensive Large Scale Capsule Endoscopy Dataset For Integrated Diagnosis.
ICIP
Anuja Vats, Bilal Ahmad, Pål Anders Floor, Ahmed Kedir Mohammed, Marius Pedersen, Øistein Hovde
2023 J jnl
Automated 3D burr detection in cast manufacturing using sparse convolutional neural networks.
J. Intell. Manuf.
Ahmed Kedir Mohammed, Johannes Kvam, Ingrid Fjordheim Onstein, Marianne Bakken, Helene Schulerud
2023 J jnl
Concept-based reasoning in medical imaging.
Int. J. Comput. Assist. Radiol. Surg.
Anuja Vats, Marius Pedersen, Ahmed Kedir Mohammed
2023 J jnl
Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images.
CoRR
Anuja Vats, Marius Pedersen, Ahmed Kedir Mohammed, Øistein Hovde
2023 Misc conf
This Changes to That : Combining Causal and Non-Causal Explanations to Generate Disease Progression in Capsule Endoscopy.
ICASSP
Anuja Vats, Ahmed Kedir Mohammed, Marius Pedersen, Nirmalie Wiratunga
2022 J jnl
From Labels to Priors in Capsule Endoscopy: A Prior Guided Approach for Improving Generalization with Few Labels.
CoRR
Anuja Vats, Ahmed Kedir Mohammed, Marius Pedersen
2022 J jnl
Multichannel Residual Cues for Fine-Grained Classification in Wireless Capsule Endoscopy.
IEEE Access
Anuja Vats, Kiran B. Raja, Marius Pedersen, Ahmed Kedir Mohammed
2022 J jnl
This changes to that : Combining causal and non-causal explanations to generate disease progression in capsule endoscopy.
CoRR
Anuja Vats, Ahmed Kedir Mohammed, Marius Pedersen, Nirmalie Wiratunga
2021 — conf
A Preliminary Analysis of Self-Supervision for Wireless Capsule Endoscopy.
EUVIP
Anuja Vats, Marius Pedersen, Ahmed Kedir Mohammed
2021 — conf
Attention-based LSTM Network for Action Recognition in Sports.
IRIACV
Mohib Ullah, Muhammad Mudassar Yamin, Ahmed Kedir Mohammed, Sultan Daud Khan, Habib Ullah, Faouzi Alaya Cheikh
2021 — conf
Learning More for Free - A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy.
MICCAI (7)
Anuja Vats, Marius Pedersen, Ahmed Kedir Mohammed, Øistein Hovde
2021 J jnl
Learning More for Free - A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy.
CoRR
Anuja Vats, Marius Pedersen, Ahmed Kedir Mohammed, Øistein Hovde
2021 — ch.
Multi-encoder Decoder Network for Polyp Detection.
Computer-Aided Analysis of Gastrointestinal Videos
Ahmed Kedir Mohammed, Marius Pedersen
2020 J jnl
2018 Robotic Scene Segmentation Challenge.
CoRR
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
2020 J jnl
PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data.
CoRR
Ahmed Kedir Mohammed, Ivar Farup, Marius Pedersen, Sule Yildirim, Øistein Hovde
2020 J jnl
PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data.
Comput. Vis. Image Underst.
Ahmed Kedir Mohammed, Ivar Farup, Marius Pedersen, Sule Yildirim, Øistein Hovde
2020 — conf
SPECTRANET: A Deep Model for Skin Oxygenation Measurement from Multi-Spectral Data.
Color Imaging: Displaying, Processing, Hardcopy, and Applications
Ahmed Kedir Mohammed, Mohib Ullah, Jacob Renzo Bauer
2020 B conf
The Importance Of Skip Connections In Encoder-Decoder Architectures For Colorectal Polyp Detection.
ICIP
Nita Mulliqi, Sule Yildirim, Ahmed Kedir Mohammed, Lule Ahmedi, Hao Wang, Ogerta Elezaj, Øistein Hovde
2020 J jnl
Weakly-Supervised Network for Detection of COVID-19 in Chest CT Scans.
IEEE Access
Ahmed Kedir Mohammed, Congcong Wang, Meng Zhao, Mohib Ullah, Rabia Naseem, Hao Wang, Marius Pedersen, Faouzi Alaya Cheikh
2019 B conf
Multiscale deep desmoking for laparoscopic surgery.
Image Processing
Congcong Wang, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jacob Elle
2019 — conf
StreoScenNet: surgical stereo robotic scene segmentation.
Image-Guided Procedures
Ahmed Kedir Mohammed, Sule Yildirim, Ivar Farup, Marius Pedersen, Øistein Hovde
2018 — conf
Deep-STRESS Capsule Video Endoscopy Image Enhancement.
CIC
Ahmed Kedir Mohammed, Marius Pedersen, Øistein Hovde, Sule Yildirim
2018 — conf
Hand-Crafted vs Deep Features: A Quantitative Study of Pedestrian Appearance Model.
CVCS
Mohib Ullah, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh
2018 J jnl
PedNet: A Spatio-Temporal Deep Convolutional Neural Network for Pedestrian Segmentation.
J. Imaging
Mohib Ullah, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh
2018 J jnl
Stochastic Capsule Endoscopy Image Enhancement.
J. Imaging
Ahmed Kedir Mohammed, Ivar Farup, Marius Pedersen, Øistein Hovde, Sule Yildirim Yayilgan
2018 J jnl
Variational approach for capsule video frame interpolation.
EURASIP J. Image Video Process.
Ahmed Kedir Mohammed, Ivar Farup, Sule Yildirim, Marius Pedersen, Øistein Hovde
2018 A conf
Y-Net: A deep Convolutional Neural Network for Polyp Detection.
BMVC
Ahmed Kedir Mohammed, Sule Yildirim Yayilgan, Marius Pedersen, Ivar Farup, Øistein Hovde
2018 J jnl
Y-Net: A deep Convolutional Neural Network for Polyp Detection.
CoRR
Ahmed Kedir Mohammed, Sule Yildirim, Ivar Farup, Marius Pedersen, Øistein Hovde
2017 B conf
A hierarchical feature model for multi-target tracking.
ICIP
Mohib Ullah, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh, Zhaohui Wang
2017 — conf
Image Quality Metrics for the Evaluation and Optimization of Capsule Video Endoscopy Enhancement Techniques.
CIC
Marius Pedersen, Olga Cherepkova, Ahmed Kedir Mohammed
2017 B conf
Sparse Coded Handcrafted and Deep Features for Colon Capsule Video Summarization.
CBMS
Ahmed Kedir Mohammed, Sule Yildirim, Marius Pedersen, Oistein Hovde, Faouzi Alaya Cheikh