Radiology Semantically redundant training data removal and deep model classification performance: A study with chest X-rays. April 12, 2024
Radiology UMS-Rep: Unified modality-specific representation for efficient medical image analysis. April 5, 2024
Pediatrics | Radiology Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric chest X-ray images. January 17, 2024
Medical Imaging | Radiology Semantically Redundant Training Data Removal and Deep Model Classification Performance: A Study with Chest X-rays. November 21, 2023
Pediatrics | Radiology Can Deep Adult Lung Segmentation Models Generalize to the Pediatric Population? July 3, 2023
Medical Imaging | Pulmonology | Radiology Assessing the Impact of Image Resolution on Deep Learning for TB Lesion Segmentation on Frontal Chest X-rays. February 25, 2023
Pulmonology | Radiology Does image resolution impact chest X-ray based fine-grained Tuberculosis-consistent lesion segmentation? February 15, 2023
Cardiology Real-time echocardiography image analysis and quantification of cardiac indices. July 22, 2022
Radiology Uncertainty Quantification in Segmenting Tuberculosis-Consistent Findings in Frontal Chest X-rays. July 16, 2022
Pulmonology | Radiology Detecting Tuberculosis-Consistent Findings in Lateral Chest X-Rays Using an Ensemble of CNNs and Vision Transformers. March 14, 2022
Pediatrics | Radiology Novel loss functions for ensemble-based medical image classification. December 30, 2021
Radiology TDA-Net: Fusion of Persistent Homology and Deep Learning Features for COVID-19 Detection From Chest X-Ray Images. December 11, 2021