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List of works by Sivaramakrishnan Rajaraman

Analyzing inter-reader variability affecting deep ensemble learning for COVID-19 detection in chest radiographs

scientific article published on 12 November 2020

Assessment of Data Augmentation Strategies Toward Performance Improvement of Abnormality Classification in Chest Radiographs

scientific article published on 01 July 2019

Assessment of an ensemble of machine learning models toward abnormality detection in chest radiographs

scientific article published on 01 July 2019

DeBoNet: A deep bone suppression model ensemble to improve disease detection in chest radiographs

scientific article published on 31 March 2022

Deep learning model calibration for improving performance in class-imbalanced medical image classification tasks

scientific article published on 27 January 2022

Design of a Functional Training Prototype for Neonatal Resuscitation

scientific article

Modality-specific deep learning model ensembles toward improving TB detection in chest radiographs

scientific article published on 03 February 2020

Novel loss functions for ensemble-based medical image classification

scientific article published on 30 December 2021

Performance evaluation of deep neural ensembles toward malaria parasite detection in thin-blood smear images.

scientific article published on 28 May 2019

Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images.

scientific article

Training deep learning algorithms with weakly labeled pneumonia chest X-ray data for COVID-19 detection

scientific article published on 08 May 2020

Understanding the learned behavior of customized convolutional neural networks toward malaria parasite detection in thin blood smear images

scientific article published on 18 July 2018

Visual Interpretation of Convolutional Neural Network Predictions in Classifying Medical Image Modalities

scientific article published on 03 April 2019

Visualization and Interpretation of Convolutional Neural Network Predictions in Detecting Pneumonia in Pediatric Chest Radiographs

scientific article published on 20 September 2018

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