113 results on '"Yaqub, Mohammad"'
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2. TiBiX: Leveraging Temporal Information for Bidirectional X-Ray and Report Generation
3. GUARDIAN: Guarding Against Uncertainty and Adversarial Risks in Robot-Assisted Surgeries
4. PEMMA: Parameter-Efficient Multi-Modal Adaptation for Medical Image Segmentation
5. FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image Analysis
6. CoReEcho: Continuous Representation Learning for 2D+Time Echocardiography Analysis
7. SurvRNC: Learning Ordered Representations for Survival Prediction Using Rank-N-Contrast
8. HuLP: Human-in-the-Loop for Prognosis
9. DynaMMo: Dynamic Model Merging for Efficient Class Incremental Learning for Medical Images
10. Multi-task Learning Approach for Unified Biometric Estimation from Fetal Ultrasound Anomaly Scans
11. Super Images - A New 2D Perspective on 3D Medical Imaging Analysis
12. Breaking down the Hierarchy: A New Approach to Leukemia Classification
13. PECon: Contrastive Pretraining to Enhance Feature Alignment Between CT and EHR Data for Improved Pulmonary Embolism Diagnosis
14. SEDA: Self-ensembling ViT with Defensive Distillation and Adversarial Training for Robust Chest X-Rays Classification
15. DGM-DR: Domain Generalization with Mutual Information Regularized Diabetic Retinopathy Classification
16. Weakly Unsupervised Domain Adaptation for Vestibular Schwannoma Segmentation
17. Leveraging Self-supervised Learning for Fetal Cardiac Planes Classification Using Ultrasound Scan Videos
18. Automatic Quality Assessment of First Trimester Crown-Rump-Length Ultrasound Images
19. End-to-End Myocardial Infarction Classification from Echocardiographic Scans
20. TMSS: An End-to-End Transformer-Based Multimodal Network for Segmentation and Survival Prediction
21. EchoCoTr: Estimation of the Left Ventricular Ejection Fraction from Spatiotemporal Echocardiography
22. Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification
23. DRGen: Domain Generalization in Diabetic Retinopathy Classification
24. GARDNet: Robust Multi-view Network for Glaucoma Classification in Color Fundus Images
25. Contrastive Pretraining for Echocardiography Segmentation with Limited Data
26. Self-supervision and Multi-task Learning: Challenges in Fine-Grained COVID-19 Multi-class Classification from Chest X-rays
27. An Ensemble Approach for Patient Prognosis of Head and Neck Tumor Using Multimodal Data
28. Continual Domain Incremental Learning for Chest X-Ray Classification in Low-Resource Clinical Settings
29. Automatic Fetal Gestational Age Estimation from First Trimester Scans
30. Automatic C-Plane Detection in Pelvic Floor Transperineal Volumetric Ultrasound
31. Automated 3D Ultrasound Biometry Planes Extraction for First Trimester Fetal Assessment
32. Guided Random Forests for Identification of Key Fetal Anatomy and Image Categorization in Ultrasound Scans
33. A Constrained Regression Forests Solution to 3D Fetal Ultrasound Plane Localization for Longitudinal Analysis of Brain Growth and Maturation
34. Predicting Fetal Neurodevelopmental Age from Ultrasound Images
35. Class-Specific Regression Random Forest for Accurate Extraction of Standard Planes from 3D Echocardiography
36. Novel Context Rich LoCo and GloCo Features with Local and Global Shape Constraints for Segmentation of 3D Echocardiograms with Random Forests
37. Volumetric Segmentation of Key Fetal Brain Structures in 3D Ultrasound
38. Improving the Classification Accuracy of the Classic RF Method by Intelligent Feature Selection and Weighted Voting of Trees with Application to Medical Image Segmentation
39. Learning Optical Flow Propagation Strategies Using Random Forests for Fast Segmentation in Dynamic 2D & 3D Echocardiography
40. D’OraCa: Deep Learning-Based Classification of Oral Lesions with Mouth Landmark Guidance for Early Detection of Oral Cancer
41. First Trimester Gaze Pattern Estimation Using Stochastic Augmentation Policy Search for Single Frame Saliency Prediction
42. Echocardiographic Image Quality Assessment Using Deep Neural Networks
43. Robust Automatic Montaging of Adaptive Optics Flood Illumination Retinal Images
44. Radiomics-Led Monitoring of Non-small Cell Lung Cancer Patients During Radiotherapy
45. MAFIA-CT: MAchine Learning Tool for Image Quality Assessment in Computed Tomography
46. Deep Learning Classification of Cardiomegaly Using Combined Imaging and Non-imaging ICU Data
47. Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare
48. Improving Generalization of ENAS-Based CNN Models for Breast Lesion Classification from Ultrasound Images
49. End-to-End Deep Learning Vector Autoregressive Prognostic Models to Predict Disease Progression with Uneven Time Intervals
50. Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI
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