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Ibrahim Almakky
Ibrahim Almakky
Research Associate
Verified email at mbzuai.ac.ae
Title
Cited by
Cited by
Year
Detection of diabetic retinopathy and maculopathy in eye fundus images using deep learning and image augmentation
SS Rahim, V Palade, I Almakky, A Holzinger
Machine Learning and Knowledge Extraction: Third IFIP TC 5, TC 12, WG 8.4 …, 2019
232019
Deep convolutional neural networks for text localisation in figures from biomedical literature
I Almakky, V Palade, A Ruiz-Garcia
2019 International Joint Conference on Neural Networks (IJCNN), 1-5, 2019
192019
Deep learning for illumination invariant facial expression recognition
A Ruiz-Garcia, V Palade, M Elshaw, I Almakky
2018 International Joint Conference on Neural Networks (IJCNN), 1-6, 2018
142018
A stacked deep autoencoder model for biomedical figure classification
I Almakky, V Palade, YL Hedley, J Yang
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
72018
Self-supervision and Multi-task Learning: Challenges in Fine-Grained COVID-19 Multi-class Classification from Chest X-rays
M Ridzuan, A Bawazir, I Gollini Navarrete, I Almakky, M Yaqub
Annual Conference on Medical Image Understanding and Analysis, 234-250, 2022
52022
Challenges in covid-19 chest x-ray classification: Problematic data or ineffective approaches?
M Ridzuan, AA Bawazir, IG Navarrete, I Almakky, M Yaqub
42021
Fuzzy image processing and deep learning for microaneurysms detection
SS Rahim, V Palade, I Almakky, A Holzinger
Artificial Intelligence and Machine Learning for Digital Pathology: State-of …, 2020
32020
Deep q-learning for illumination and rotation invariant face detection
A Ruiz-Garcia, V Palade, I Almakky, M Elshaw
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
32019
SEDA: Self-ensembling ViT with Defensive Distillation and Adversarial Training for Robust Chest X-Rays Classification
R Imam, I Almakky, S Alrashdi, B Alrashdi, M Yaqub
MICCAI Workshop on Domain Adaptation and Representation Transfer, 126-135, 2023
12023
Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation
M Baali, I Almakky, S Shehata, F Karray
arXiv preprint arXiv:2306.04368, 2023
12023
Self-Supervised Transformers for Activity Classification using Ambient Sensors
L Hicks, A Ruiz-Garcia, V Palade, I Almakky
arXiv preprint arXiv:2011.12137, 2020
12020
Multi-Task Learning Approach for Unified Biometric Estimation from Fetal Ultrasound Anomaly Scans
MA Qazi, MT Alam, I Almakky, WG Diehl, L Bricker, M Yaqub
arXiv preprint arXiv:2311.09607, 2023
2023
Multi-Task Learning Approach for Unified Biometric Estimation from Fetal Ultrasound Anomaly Scans
M Areeb Qazi, M Talha Alam, I Almakky, WG Diehl, L Bricker, M Yaqub
arXiv e-prints, arXiv: 2311.09607, 2023
2023
Check for updates SEDA: Self-ensembling ViT with Defensive Distillation and Adversarial Training for Robust
R Imam, I Almakky, S Alrashdi, B Alrashdi, M Yaqub
Domain Adaptation and Representation Transfer: 5th MICCAI Workshop, DART …, 2023
2023
PECon: Contrastive Pretraining to Enhance Feature Alignment Between CT and EHR Data for Improved Pulmonary Embolism Diagnosis
S Sanjeev, SK Al Khatib, MA Shaaban, I Almakky, VR Papineni, M Yaqub
International Workshop on Machine Learning in Medical Imaging, 434-443, 2023
2023
FedSIS: Federated Split Learning with Intermediate Representation Sampling for Privacy-preserving Generalized Face Presentation Attack Detection
N Alkhunaizi, K Srivatsan, F Almalik, I Almakky, K Nandakumar
2023 IEEE International Joint Conference on Biometrics (IJCB), 1-11, 2023
2023
FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling
F Almalik, N Alkhunaizi, I Almakky, K Nandakumar
arXiv preprint arXiv:2306.14638, 2023
2023
Deep Learning for Mining Information from Figures in Biomedical Literature
I Almakky
Coventry University, 2020
2020
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Articles 1–18