105 results on '"Yaqub, Mohammad"'
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2. Multi-task Learning Approach for Unified Biometric Estimation from Fetal Ultrasound Anomaly Scans
3. Super Images - A New 2D Perspective on 3D Medical Imaging Analysis
4. Breaking down the Hierarchy: A New Approach to Leukemia Classification
5. PECon: Contrastive Pretraining to Enhance Feature Alignment Between CT and EHR Data for Improved Pulmonary Embolism Diagnosis
6. SEDA: Self-ensembling ViT with Defensive Distillation and Adversarial Training for Robust Chest X-Rays Classification
7. DGM-DR: Domain Generalization with Mutual Information Regularized Diabetic Retinopathy Classification
8. Weakly Unsupervised Domain Adaptation for Vestibular Schwannoma Segmentation
9. Leveraging Self-supervised Learning for Fetal Cardiac Planes Classification Using Ultrasound Scan Videos
10. Automatic Quality Assessment of First Trimester Crown-Rump-Length Ultrasound Images
11. End-to-End Myocardial Infarction Classification from Echocardiographic Scans
12. TMSS: An End-to-End Transformer-Based Multimodal Network for Segmentation and Survival Prediction
13. EchoCoTr: Estimation of the Left Ventricular Ejection Fraction from Spatiotemporal Echocardiography
14. Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification
15. DRGen: Domain Generalization in Diabetic Retinopathy Classification
16. GARDNet: Robust Multi-view Network for Glaucoma Classification in Color Fundus Images
17. Contrastive Pretraining for Echocardiography Segmentation with Limited Data
18. Self-supervision and Multi-task Learning: Challenges in Fine-Grained COVID-19 Multi-class Classification from Chest X-rays
19. An Ensemble Approach for Patient Prognosis of Head and Neck Tumor Using Multimodal Data
20. Continual Domain Incremental Learning for Chest X-Ray Classification in Low-Resource Clinical Settings
21. Automatic Fetal Gestational Age Estimation from First Trimester Scans
22. Automatic C-Plane Detection in Pelvic Floor Transperineal Volumetric Ultrasound
23. Automated 3D Ultrasound Biometry Planes Extraction for First Trimester Fetal Assessment
24. Guided Random Forests for Identification of Key Fetal Anatomy and Image Categorization in Ultrasound Scans
25. A Constrained Regression Forests Solution to 3D Fetal Ultrasound Plane Localization for Longitudinal Analysis of Brain Growth and Maturation
26. Predicting Fetal Neurodevelopmental Age from Ultrasound Images
27. Class-Specific Regression Random Forest for Accurate Extraction of Standard Planes from 3D Echocardiography
28. Novel Context Rich LoCo and GloCo Features with Local and Global Shape Constraints for Segmentation of 3D Echocardiograms with Random Forests
29. Volumetric Segmentation of Key Fetal Brain Structures in 3D Ultrasound
30. Improving the Classification Accuracy of the Classic RF Method by Intelligent Feature Selection and Weighted Voting of Trees with Application to Medical Image Segmentation
31. Learning Optical Flow Propagation Strategies Using Random Forests for Fast Segmentation in Dynamic 2D & 3D Echocardiography
32. D’OraCa: Deep Learning-Based Classification of Oral Lesions with Mouth Landmark Guidance for Early Detection of Oral Cancer
33. First Trimester Gaze Pattern Estimation Using Stochastic Augmentation Policy Search for Single Frame Saliency Prediction
34. Echocardiographic Image Quality Assessment Using Deep Neural Networks
35. Robust Automatic Montaging of Adaptive Optics Flood Illumination Retinal Images
36. Radiomics-Led Monitoring of Non-small Cell Lung Cancer Patients During Radiotherapy
37. MAFIA-CT: MAchine Learning Tool for Image Quality Assessment in Computed Tomography
38. Deep Learning Classification of Cardiomegaly Using Combined Imaging and Non-imaging ICU Data
39. Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare
40. Improving Generalization of ENAS-Based CNN Models for Breast Lesion Classification from Ultrasound Images
41. End-to-End Deep Learning Vector Autoregressive Prognostic Models to Predict Disease Progression with Uneven Time Intervals
42. Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI
43. BRAIN2DEPTH: Lightweight CNN Model for Classification of Cognitive States from EEG Recordings
44. Towards Linking CNN Decisions with Cancer Signs for Breast Lesion Classification from Ultrasound Images
45. Dense Depth Estimation from Stereo Endoscopy Videos Using Unsupervised Optical Flow Methods
46. Dopamine Transporter SPECT Image Classification for Neurodegenerative Parkinsonism via Diffusion Maps and Machine Learning Classifiers
47. HDR-Like Image Generation to Mitigate Adverse Wound Illumination Using Deep Bi-directional Retinex and Exposure Fusion
48. Deep Learning-Based Bias Transfer for Overcoming Laboratory Differences of Microscopic Images
49. Ensemble of Deep Convolutional Neural Networks with Monte Carlo Dropout Sampling for Automated Image Segmentation Quality Control and Robust Deep Learning Using Small Datasets
50. Reducing Textural Bias Improves Robustness of Deep Segmentation Models
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