| 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 | 25 | 2019 |
| 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 | 17 | 2019 |
| 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 | 14 | 2018 |
| 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 | 7 | 2018 |
| 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 | 6 | 2022 |
| Challenges in covid-19 chest x-ray classification: Problematic data or ineffective approaches? M Ridzuan, AA Bawazir, IG Navarrete, I Almakky, M Yaqub arXiv, 2022 | 6 | 2022 |
| Fesvibs: Federated split learning of vision transformer with block sampling F Almalik, N Alkhunaizi, I Almakky, K Nandakumar International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 4 | 2023 |
| 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 | 3 | 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 | 3 | 2023 |
| 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 | 3 | 2020 |
| Dynammo: Dynamic model merging for efficient class incremental learning for medical images MA Qazi, I Almakky, AUR Hashmi, S Sanjeev, M Yaqub Annual Conference on Medical Image Understanding and Analysis, 245-257, 2024 | 2 | 2024 |
| MedMerge: Merging Models for Effective Transfer Learning to Medical Imaging Tasks I Almakky, S Sanjeev, AUR Hashmi, MA Qazi, M Yaqub arXiv preprint arXiv:2403.11646, 2024 | 2 | 2024 |
| 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 | 2 | 2023 |
| 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 | 2 | 2019 |
| FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image Analysis S Sanjeev, N Zhaksylyk, I Almakky, AUR Hashmi, MA Qazi, M Yaqub arXiv preprint arXiv:2403.13341, 2024 | 1 | 2024 |
| XReal: Realistic Anatomy and Pathology-Aware X-ray Generation via Controllable Diffusion Model AUR Hashmi, I Almakky, MA Qazi, S Sanjeev, VR Papineni, D Mahapatra, ... arXiv preprint arXiv:2403.09240, 2024 | 1 | 2024 |
| 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 International Conference on Medical Imaging and Computer-Aided Diagnosis, 52-61, 2023 | 1 | 2023 |
| Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation M Baali, I Almakky, S Shehata, F Karray arXiv preprint arXiv:2306.04368, 2023 | 1 | 2023 |
| FUSQA: Fetal Ultrasound Segmentation Quality Assessment S Cengiz, I Almakky, M Yaqub arXiv preprint arXiv:2303.04418, 2023 | 1 | 2023 |
| Self-Supervised Transformers for Activity Classification using Ambient Sensors L Hicks, A Ruiz-Garcia, V Palade, I Almakky arXiv preprint arXiv:2011.12137, 2020 | 1 | 2020 |
