306 results on '"Abolmaesumi, Purang"'
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2. EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms
3. ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography
4. LensePro: label noise-tolerant prototype-based network for improving cancer detection in prostate ultrasound with limited annotations
5. Near-infrared imaging for intraoperative evaluation of allograft viability and function in human kidney transplantation
6. ImSpect: Image-driven self-supervised learning for surgical margin evaluation with mass spectrometry
7. Benchmarking image transformers for prostate cancer detection from ultrasound data
8. Validation of machine learning models for estimation of left ventricular ejection fraction on point-of-care ultrasound: insights on features that impact performance
9. EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks
10. Differential Learning from Sparse and Noisy Labels for Robust Detection of Clinical Landmarks in Echo Cine Series
11. DEUE: Delta Ensemble Uncertainty Estimation for a More Robust Estimation of Ejection Fraction
12. Towards Confident Detection of Prostate Cancer Using High Resolution Micro-ultrasound
13. Class Impression for Data-Free Incremental Learning
14. Deep Video Networks for Automatic Assessment of Aortic Stenosis in Echocardiography
15. Imaging Biomarker Knowledge Transfer for Attention-Based Diagnosis of COVID-19 in Lung Ultrasound Videos
16. Training Deep Networks for Prostate Cancer Diagnosis Using Coarse Histopathological Labels
17. Efficient Echocardiogram View Classification with Sampling-Free Uncertainty Estimation
18. Complex Cancer Detector: Complex Neural Networks on Non-stationary Time Series for Guiding Systematic Prostate Biopsy
19. A Deep Bayesian Video Analysis Framework: Towards a More Robust Estimation of Ejection Fraction
20. Contributors
21. Interventional imaging: Ultrasound
22. Artificial Intelligence for Left Ventricular Diastolic Function Assessment: A New Paradigm on the Horizon
23. Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery
24. Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN
25. Frame Rate Up-Conversion in Echocardiography Using a Conditioned Variational Autoencoder and Generative Adversarial Model
26. Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks
27. Dual-View Joint Estimation of Left Ventricular Ejection Fraction with Uncertainty Modelling in Echocardiograms
28. Artificial intelligence-based histopathology image analysis identifies a novel subset of endometrial cancers with distinct genomic features and unfavourable outcome
29. TRUSformer: improving prostate cancer detection from micro-ultrasound using attention and self-supervision
30. Machine learning derived echocardiographic image quality in patients with left ventricular systolic dysfunction: insights on the echo views of greatest image quality
31. Learning from Noisy Label Statistics: Detecting High Grade Prostate Cancer in Ultrasound Guided Biopsy
32. Automatic Detection of Patients with a High Risk of Systolic Cardiac Failure in Echocardiography
33. Accurate and Robust Segmentation of the Clinical Target Volume for Prostate Brachytherapy
34. Quantitative Echocardiography: Real-Time Quality Estimation and View Classification Implemented on a Mobile Android Device
35. A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data
36. Temporal enhanced Ultrasound: A new method for detection of porosity defects in composites
37. Cardiac Phenotyping of SARS-CoV-2 in British Columbia: A Prospective Echo Study With Strain Imaging
38. Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound
39. Semi-supervised learning from coarse histopathology labels
40. A Novel Continuous Left Ventricular Diastolic Function Score Using Machine Learning
41. Quantifying deep neural network uncertainty for atrial fibrillation detection with limited labels
42. Uncertainty estimation for margin detection in cancer surgery using mass spectrometry
43. Constructing Detailed Subject-Specific Models of the Human Masseter
44. Clinical Target-Volume Delineation in Prostate Brachytherapy Using Residual Neural Networks
45. Quality Assessment of Echocardiographic Cine Using Recurrent Neural Networks: Feasibility on Five Standard View Planes
46. Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation
47. Deep Residual Recurrent Neural Networks for Characterisation of Cardiac Cycle Phase from Echocardiograms
48. Un nouveau logiciel d’échographie pour l’identification du niveau lombaire chez les patientes obstétricales
49. Training deep neural networks with noisy clinical labels: toward accurate detection of prostate cancer in US data
50. Identification of a novel subtype of endometrial cancer with unfavorable outcome using artificial intelligence-based histopathology image analysis.
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