Mohammad Yaqub
- FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
2023/08/11 by Karim Lekadir, Aasa Feragen, Lekadir, Karim +214 · 20 citations
Economics, Econometrics and Finance · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Ethics in Clinical Research #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #I.2.0 #I.4.0 #I.5.0 #Machine Learning (cs.LG)
- Intuitive Surgical SurgToolLoc and SurgVU Challenges Results: 2022-2025
2023/05/11 by Aneeq Zia, Max Berniker, Zia, Aneeq +158 · 6 citations
Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #Enhanced Recovery After Surgery #FOS: Computer and information sciences #Surgical Simulation and Training
- Advanced Tumor Segmentation in Medical Imaging: An Ensemble Approach for BraTS 2023 Adult Glioma and Pediatric Tumor Tasks
2024/03/14 by Fadillah Adamsyah Maani, Maani, Fadillah, Anees Ur Rehman Hashmi +9 · 5 citations
Medicine · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- EchoCoTr: Estimation of the Left Ventricular Ejection Fraction from Spatiotemporal Echocardiography
2022/09/09 by Rand Muhtaseb, Muhtaseb, Rand, Mohammad Yaqub +1 · 3 citations
Medicine · #Cardiovascular Function and Risk Factors #Cardiac Imaging and Diagnostics #Hemodynamic Monitoring and Therapy
- How to Train Vision Transformer on Small-scale Datasets?
2022/10/13 by Hanan Gani, Muzammal Naseer, Gani, Hanan +3 · 3 citations
Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Advanced Neural Network Applications #Advanced Memory and Neural Computing
- SurvRNC: Learning Ordered Representations for Survival Prediction using Rank-N-Contrast
2024/03/15 by Numan Saeed, Saeed, Numan, Muhammad Ridzuan +9 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Healthcare
- Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers Are?
2022/01/17 by Ikboljon Sobirov, Otabek Nazarov, Sobirov, Ikboljon +5 · 2 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Head and Neck Cancer Studies #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Multi-Task Learning Approach for Unified Biometric Estimation from Fetal Ultrasound Anomaly Scans
2023/11/16 by Mohammad Areeb Qazi, Mohammed Talha Alam, Qazi, Mohammad Areeb +9 · 3 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Cleft Lip and Palate Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Balancing Privacy and Performance for Private Federated Learning Algorithms
2023/04/11 by Xiangjian Hou, Sarit Khirirat, Hou, Xiangjian +5 · 1 citation
Computer Science · Mathematics · #Advanced Causal Inference Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #electronic engineering #information engineering
- PEMMA: Parameter-Efficient Multi-Modal Adaptation for Medical Image Segmentation
2024/04/21 by Nada Saadi, Numan Saeed, Saadi, Nada +5 · 2 citations
Computer Science · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- Beyond Generative AI: World Models for Clinical Prediction, Counterfactuals, and Planning
2025/11/20 by Mohammad Areeb Qazi, Qazi, Mohammad Areeb, Maryam Nadeem +3 · 2 citations
Computer Science · Medicine · #Machine Learning in Healthcare #Artificial Intelligence in Healthcare and Education #Generative Adversarial Networks and Image Synthesis
- CoReEcho: Continuous Representation Learning for 2D+time Echocardiography Analysis
2024/03/15 by Fadillah Adamsyah Maani, Numan Saeed, Maani, Fadillah Adamsyah +5 · 1 citation
Medicine · #Artificial Intelligence (cs.AI) #Cardiac Imaging and Diagnostics #Cardiac Valve Diseases and Treatments #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Phonocardiography and Auscultation Techniques
- TiBiX: Leveraging Temporal Information for Bidirectional X-ray and Report Generation
2024/03/20 by Santosh Sanjeev, Fadillah Adamsyah Maani, Sanjeev, Santosh +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Envisioning MedCLIP: A Deep Dive into Explainability for Medical Vision-Language Models
2024/03/27 by Anees Ur Rehman Hashmi, Hashmi, Anees Ur Rehman, Dwarikanath Mahapatra +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topic Modeling
- On Enhancing Brain Tumor Segmentation Across Diverse Populations with Convolutional Neural Networks
2024/05/05 by Fadillah Adamsyah Maani, Maani, Fadillah, Anees Ur Rehman Hashmi +5 · 1 citation
Computer Science · Neuroscience · Social Sciences · #Advanced Computing and Algorithms #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction
2022/09/12 by Numan Saeed, Saeed, Numan, Ikboljon Sobirov +5 · 1 citation
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- On the Robustness of Medical Vision-Language Models: Are they Truly Generalizable?
2025/05/21 by Raza Imam, Imam, Raza, Rufael Marew +3 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics
2024/11/24 by Hashmi, Sarim, Lugo, Juan, Abdelrahman Elsayed +12 · 2 citations
Medicine · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Rethinking Weight-Averaged Model-merging
2024/11/14 by Hu Wang, Congbo Ma, Wang, Hu +8 · 1 citation
Computer Science · Decision Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Simulation Techniques and Applications
- A Multimodal and Multi-centric Head and Neck Cancer Dataset for Segmentation, Diagnosis and Outcome Prediction
2025/08/30 by Numan Saeed, Saeed, Numan, Salma Hassan +82 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Head and Neck Cancer Studies
- Noise is an Efficient Learner for Zero-Shot Vision-Language Models
2025/02/09 by Raza Imam, Imam, Raza, Asif Hanif +9 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Can Experts Adapt Without Training? On Test-Time Modality Generalization in MVLMs
2026/07/18 by Raza Imam, Darakshan Rashid, Yutong Xie +3
#cs.CV
- Hierarchy-Aware and Anatomy-Guided Learning for Lung Ultrasound Video Classification
2026/07/20 by Alya Almsouti, Lotfi Mecharbat, Noha Aboukhater +5
#cs.CV #cs.AI