Abder-Rahman Ali

18 papers B 1C 1Journal 7Unranked 8
YearRankTypeTitle / Venue / Authors
2024 J jnl
Prompt-driven Universal Model for View-Agnostic Echocardiography Analysis.
CoRR
Sekeun Kim, Hui Ren, Peng Guo, Abder-Rahman Ali, Patrick Zhang, Kyungsang Kim, Xiang Li, Quanzheng Li
2024 — conf
Simple is More: Efficient Liver View Classification in Ultrasound Images Using Minimal Labeled Data and Simple Neural Network Architecture.
DEMI@MICCAI
Abder-Rahman Ali, Anthony E. Samir
2023 — conf
Liver Segmentation in Ultrasound Images Using Self-Supervised Learning with Physics-inspired Augmentation and Global-Local Refinement.
Canadian AI
Abder-Rahman Ali, Peng Guo, Anthony E. Samir
2023 — conf
Self-Supervised Learning for Accurate Liver View Classification in Ultrasound Images with Minimal Labeled Data.
CVPR Workshops
Abder-Rahman Ali, Anthony E. Samir, Peng Guo
2022 J jnl
A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images.
Neurocomputing
Cosimo Ieracitano, Nadia Mammone, Mario Versaci, Giuseppe Varone, Abder-Rahman Ali, Antonio Armentano, Grazia Calabrese, Anna Ferrarelli, Lorena Turano, Carmela Tebala, Zain U. Hussain, Zakariya Sheikh, Aziz Sheikh, Giuseppe Sceni, Amir Hussain, Francesco Carlo Morabito
2020 J jnl
A machine learning approach to automatic detection of irregularity in skin lesion border using dermoscopic images.
PeerJ Comput. Sci.
Abder-Rahman Ali, Jingpeng Li, Guang Yang, Sally Jane O'Shea
2020 J jnl
Automating the ABCD Rule for Melanoma Detection: A Survey.
IEEE Access
Abder-Rahman Ali, Jingpeng Li, Guang Yang
2019 B conf
A Deep Learning Based Approach to Skin Lesion Border Extraction With a Novel Edge Detector in Dermoscopy Images.
IJCNN
Abder-Rahman Ali, Jingpeng Li, Sally Jane O'Shea, Guang Yang, Thomas Trappenberg, Xujiong Ye
2019 J jnl
Skin cancer detection based on deep learning and entropy to detect outlier samples.
CoRR
André G. C. Pacheco, Abder-Rahman Ali, Thomas Trappenberg
2019 — conf
Supervised Versus Unsupervised Deep Learning Based Methods for Skin Lesion Segmentation in Dermoscopy Images.
Canadian AI
Abder-Rahman Ali, Jingpeng Li, Thomas Trappenberg
2016 J jnl
Fuzzy C-Means based on Minkowski distance for liver CT image segmentation.
Intell. Decis. Technol.
Abder-Rahman Ali, Micael S. Couceiro, Aboul Ella Hassanien, D. Jude Hemanth
2016 — ch.
Particle Swarm Optimization Based Fast Fuzzy C-Means Clustering for Liver CT Segmentation.
Applications of Intelligent Optimization in Biology and Medicine
Abder-Rahman Ali, Micael S. Couceiro, Ahmed M. Anter, Aboul Ella Hassanien
2015 J jnl
A Novel Evolutionary Swarm Fuzzy Clustering Approach for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pedram Ghamisi, Abder-Rahman Ali, Micael S. Couceiro, Jón Atli Benediktsson
2015 — conf
Smoothed shock filtered defuzzification with Zernike moments for liver tumor extraction in MR images.
IPTA
Antoine Vacavant, Abder-Rahman Ali, Manuel Grand-Brochier, Adelaide Albouy-Kissi, Agaicha Alfidja, Pascal Chabrot, Jean-Yves Boire
2014 — conf
Fuzzy C-Means Based Liver CT Image Segmentation with Optimum Number of Clusters.
IBICA
Abder-Rahman Ali, Micael S. Couceiro, Aboul Ella Hassanien, Mohamed F. Tolba, Václav Snásel
2014 — conf
Liver CT Image Segmentation with an Optimum Threshold Using Measure of Fuzziness.
IBICA
Abder-Rahman Ali, Micael S. Couceiro, Ahmed M. Anter, Aboul Ella Hassanien, Mohamed F. Tolba, Václav Snásel
2014 C conf
Melanoma detection using fuzzy C-means clustering coupled with mathematical morphology.
HIS
Abder-Rahman Ali, Micael S. Couceiro, Aboul Ella Hassenian
2014 — conf
PSilhOuette: Towards an Optimal Number of Clusters Using a Nested Particle Swarm Approach for Liver CT Image Segmentation.
AMLTA
Abder-Rahman Ali, Micael S. Couceiro, Aboul Ella Hassenian