Ibrahim Almakky

42 papers A 1B 4C 1Journal 24Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Continual Learning in Medical Imaging: A Survey and Practical Analysis. ACM Comput. Surv. Mohammad Areeb Qazi, Anees Ur Rehman Hashmi, Santosh Sanjeev, Ibrahim Almakky, Numan Saeed, Camila González, Mohammad Yaqub
2025	J	`jnl`	In-Model Merging for Enhancing the Robustness of Medical Imaging Classification Models. CoRR Hu Wang, Ibrahim Almakky, Congbo Ma, Numan Saeed, Mohammad Yaqub
2025	J	`jnl`	MAFM^3: Modular Adaptation of Foundation Models for Multi-Modal Medical AI. CoRR Mohammad Areeb Qazi, Munachiso S. Nwadike, Ibrahim Almakky, Mohammad Yaqub, Numan Saeed
2025	—	`conf`	MedNNS: Supernet-Based Medical Task-Adaptive Neural Network Search. MICCAI (6) Lotfi Abdelkrim Mecharbat, Ibrahim Almakky, Martin Takác, Mohammad Yaqub
2025	J	`jnl`	MedNNS: Supernet-based Medical Task-Adaptive Neural Network Search. CoRR Lotfi Abdelkrim Mecharbat, Ibrahim Almakky, Martin Takác, Mohammad Yaqub
2025	J	`jnl`	RP-SAM2: Refining Point Prompts for Stable Surgical Instrument Segmentation. CoRR Nuren Zhaksylyk, Ibrahim Almakky, Jay N. Paranjape, S. Swaroop Vedula, Shameema Sikder, Vishal M. Patel, Mohammad Yaqub
2025	J	`jnl`	SALT: Singular Value Adaptation with Low-Rank Transformation. CoRR Abdelrahman Elsayed, Sarim Hashmi, Mohammed Elseiagy, Hu Wang, Mohammad Yaqub, Ibrahim Almakky
2025	J	`jnl`	UNICON: UNIfied CONtinual Learning for Medical Foundational Models. CoRR Mohammad Areeb Qazi, Munachiso S. Nwadike, Ibrahim Almakky, Mohammad Yaqub, Numan Saeed
2024	J	`jnl`	Continual Learning in Medical Imaging from Theory to Practice: A Survey and Practical Analysis. CoRR Mohammad Areeb Qazi, Anees Ur Rehman Hashmi, Santosh Sanjeev, Ibrahim Almakky, Numan Saeed, Mohammad Yaqub
2024	—	`conf`	DynaMMo: Dynamic Model Merging for Efficient Class Incremental Learning for Medical Images. MIUA (1) Mohammad Areeb Qazi, Ibrahim Almakky, Anees Ur Rehman Hashmi, Santosh Sanjeev, Mohammad Yaqub
2024	J	`jnl`	DynaMMo: Dynamic Model Merging for Efficient Class Incremental Learning for Medical Images. CoRR Mohammad Areeb Qazi, Ibrahim Almakky, Anees Ur Rehman Hashmi, Santosh Sanjeev, Mohammad Yaqub
2024	—	`conf`	FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image Analysis. MICCAI (12) Santosh Sanjeev, Nuren Zhaksylyk, Ibrahim Almakky, Anees Ur Rehman Hashmi, Mohammad Areeb Qazi, Mohammad Yaqub
2024	J	`jnl`	FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image Analysis. CoRR Santosh Sanjeev, Nuren Zhaksylyk, Ibrahim Almakky, Anees Ur Rehman Hashmi, Mohammad Areeb Qazi, Mohammad Yaqub
2024	J	`jnl`	MedMerge: Merging Models for Effective Transfer Learning to Medical Imaging Tasks. CoRR Ibrahim Almakky, Santosh Sanjeev, Anees Ur Rehman Hashmi, Mohammad Areeb Qazi, Mohammad Yaqub
2024	J	`jnl`	Rethinking Weight-Averaged Model-merging. CoRR Hu Wang, Congbo Ma, Ibrahim Almakky, Ian Reid, Gustavo Carneiro, Mohammad Yaqub
2024	—	`conf`	TiBiX: Leveraging Temporal Information for Bidirectional X-Ray and Report Generation. DGM4MICCAI@MICCAI Santosh Sanjeev, Fadillah Adamsyah Maani, Arsen Abzhanov, Vijay Ram Papineni, Ibrahim Almakky, Bartlomiej W. Papiez, Mohammad Yaqub
2024	J	`jnl`	TiBiX: Leveraging Temporal Information for Bidirectional X-ray and Report Generation. CoRR Santosh Sanjeev, Fadillah Adamsyah Maani, Arsen Abzhanov, Vijay Ram Papineni, Ibrahim Almakky, Bartlomiej W. Papiez, Mohammad Yaqub
2024	J	`jnl`	XReal: Realistic Anatomy and Pathology-Aware X-ray Generation via Controllable Diffusion Model. CoRR Anees Ur Rehman Hashmi, Ibrahim Almakky, Mohammad Areeb Qazi, Santosh Sanjeev, Vijay Ram Papineni, Dwarikanath Mahapatra, Mohammad Yaqub
2023	A	`conf`	Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation. INTERSPEECH Massa Baali, Ibrahim Almakky, Shady Shehata, Fakhri Karray
2023	J	`jnl`	Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation. CoRR Massa Baali, Ibrahim Almakky, Shady Shehata, Fakhri Karray
2023	—	`conf`	FUSQA: Fetal Ultrasound Segmentation Quality Assessment. MIDL Sevim Cengiz, Ibrahim Almakky, Mohammad Yaqub
2023	J	`jnl`	FUSQA: Fetal Ultrasound Segmentation Quality Assessment. CoRR Sevim Cengiz, Ibrahim Almakky, Mohammad Yaqub
2023	—	`conf`	FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling. MICCAI (2) Faris Almalik, Naif Alkhunaizi, Ibrahim Almakky, Karthik Nandakumar
2023	J	`jnl`	FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling. CoRR Faris Almalik, Naif Alkhunaizi, Ibrahim Almakky, Karthik Nandakumar
2023	B	`conf`	FedSIS: Federated Split Learning with Intermediate Representation Sampling for Privacy-preserving Generalized Face Presentation Attack Detection. IJCB Naif Alkhunaizi, Koushik Srivatsan, Faris Almalik, Ibrahim Almakky, Karthik Nandakumar
2023	J	`jnl`	FedSIS: Federated Split Learning with Intermediate Representation Sampling for Privacy-preserving Generalized Face Presentation Attack Detection. CoRR Naif Alkhunaizi, Koushik Srivatsan, Faris Almalik, Ibrahim Almakky, Karthik Nandakumar
2023	J	`jnl`	Multi-Task Learning Approach for Unified Biometric Estimation from Fetal Ultrasound Anomaly Scans. CoRR Mohammad Areeb Qazi, Mohammed Talha Alam, Ibrahim Almakky, Werner Gerhard Diehl, Leanne Bricker, Mohammad Yaqub
2023	—	`conf`	Multi-task Learning Approach for Unified Biometric Estimation from Fetal Ultrasound Anomaly Scans. MICAD Mohammad Areeb Qazi, Mohammed Talha Alam, Ibrahim Almakky, Werner Gerhard Diehl, Leanne Bricker, Mohammad Yaqub
2023	—	`conf`	PECon: Contrastive Pretraining to Enhance Feature Alignment Between CT and EHR Data for Improved Pulmonary Embolism Diagnosis. MLMI@MICCAI (1) Santosh Sanjeev, Salwa K. Al Khatib, Mai A. Shaaban, Ibrahim Almakky, Vijay Ram Papineni, Mohammad Yaqub
2023	J	`jnl`	PECon: Contrastive Pretraining to Enhance Feature Alignment between CT and EHR Data for Improved Pulmonary Embolism Diagnosis. CoRR Santosh Sanjeev, Salwa K. Al Khatib, Mai A. Shaaban, Ibrahim Almakky, Vijay Ram Papineni, Mohammad Yaqub
2023	J	`jnl`	SEDA: Self-Ensembling ViT with Defensive Distillation and Adversarial Training for robust Chest X-rays Classification. CoRR Raza Imam, Ibrahim Almakky, Salma Alrashdi, Baketah Alrashdi, Mohammad Yaqub
2023	—	`conf`	SEDA: Self-ensembling ViT with Defensive Distillation and Adversarial Training for Robust Chest X-Rays Classification. DART@MICCAI Raza Imam, Ibrahim Almakky, Salma Alrashdi, Baketah Alrashdi, Mohammad Yaqub
2022	J	`jnl`	Challenges in COVID-19 Chest X-Ray Classification: Problematic Data or Ineffective Approaches? CoRR Muhammad Ridzuan, Ameera Ali Bawazir, Ivo Gollini Navarette, Ibrahim Almakky, Mohammad Yaqub
2022	—	`conf`	Self-supervision and Multi-task Learning: Challenges in Fine-Grained COVID-19 Multi-class Classification from Chest X-rays. MIUA Muhammad Ridzuan, Ameera Ali Bawazir, Ivo Gollini Navarrete, Ibrahim Almakky, Mohammad Yaqub
2020	—	`ch.`	Fuzzy Image Processing and Deep Learning for Microaneurysms Detection. AI and ML for Digital Pathology Sarni Suhaila Rahim, Vasile Palade, Ibrahim Almakky, Andreas Holzinger
2020	J	`jnl`	Generative Adversarial Stacked Autoencoders. CoRR Ariel Ruiz-Garcia, Ibrahim Almakky, Vasile Palade, Luke Hicks
2020	J	`jnl`	Self-Supervised Transformers for Activity Classification using Ambient Sensors. CoRR Luke Hicks, Ariel Ruiz-Garcia, Vasile Palade, Ibrahim Almakky
2019	B	`conf`	Deep Convolutional Neural Networks for Text Localisation in Figures From Biomedical Literature. IJCNN Ibrahim Almakky, Vasile Palade, Ariel Ruiz-Garcia
2019	B	`conf`	Deep Q-Learning for Illumination and Rotation Invariant Face Detection. IJCNN Ariel Ruiz-Garcia, Vasile Palade, Ibrahim Almakky, Mark Elshaw
2019	C	`conf`	Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Deep Learning and Image Augmentation. CD-MAKE Sarni Suhaila Rahim, Vasile Palade, Ibrahim Almakky, Andreas Holzinger
2018	—	`conf`	A stacked deep autoencoder model for biomedical figure classification. ISBI Ibrahim Almakky, Vasile Palade, Yih-Ling Hedley, Jianhua Yang
2018	B	`conf`	Deep Learning for Illumination Invariant Facial Expression Recognition. IJCNN Ariel Ruiz-Garcia, Vasile Palade, Mark Elshaw, Ibrahim Almakky