Sivaramakrishnan Rajaraman

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Unified Representation Learning for Efficient Medical Image Analysis pdf

Sameer Antani, Ghada Zamzmi, Sivaramakrishnan Rajaraman, 2020, ArXiv.

Accelerating Super-Resolution and Visual Task Analysis in Medical Images

Sameer Antani, Ghada Zamzmi, Sivaramakrishnan Rajaraman, 2020 .

Detection and visualization of abnormality in chest radiographs using modality-specific convolutional neural network ensembles

Incheol Kim, Sameer K. Antani, Sivaramakrishnan Rajaraman, 2020, PeerJ.

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

George R Thoma, Sivaramakrishnan Rajaraman, Kamolrat Silamut, 2018, Journal of medical imaging.

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

Sameer Antani, Incheol Kim, Sivaramakrishnan Rajaraman, 2019, Diagnostics.

Response to Andrew Melbourne, "comment on: automated registration of sequential breath-hold dynamic contrast-enhanced MR images: a comparison of three techniques".

Jeffrey J. Rodriguez, Sivaramakrishnan Rajaraman, Natarajan Raghunand, 2013, Magnetic resonance imaging.

Reviews of "COVID-19 Classification of X-ray Images Using Deep Neural Networks"

Sivaramakrishnan Rajaraman, Rodolfo Pereira, 2020 .

Automated registration of sequential breath-hold dynamic contrast-enhanced MR images: a comparison of three techniques.

Claude B. Sirlin, Sivaramakrishnan Rajaraman, Maria I. Altbach, 2011, Magnetic resonance imaging.

Performance Evaluation of Bio-Inspired Optimization Algorithms in Resolving Chromosomal Occlusions

Ganesh Vaidyanathan, Arun Chokkalingam, Sivaramakrishnan Rajaraman, 2015 .

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

Sameer K. Antani, Sivaramakrishnan Rajaraman, Stefan Jaeger, 2019, PeerJ.

Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-Rays

Sameer K. Antani, Sivaramakrishnan Rajaraman, Philip O. Alderson, 2020, IEEE Access.

Modality-Specific Deep Learning Model Ensembles Toward Improving TB Detection in Chest Radiographs

Sameer K. Antani, Sivaramakrishnan Rajaraman, S. Rajaraman, 2020, IEEE Access.

Malaria Screener: a smartphone application for automated malaria screening

Sameer Antani, Kannappan Palaniappan, Richard J. Maude, 2020, BMC Infectious Diseases.

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

Sivaramakrishnan Rajaraman, Sudhir Sornapudi, Sameer K Antani, 2020, PloS one.

Training custom modality-specific U-Net models with weak localizations for improved Tuberculosis segmentation and localization pdf

Sameer Antani, Sivaramakrishnan Rajaraman, Les Folio, 2021, ArXiv.

UMS-Rep: Unified modality-specific representation for efficient medical image analysis

Ghada Zamzmi, Sivaramakrishnan Rajaraman, Sameer Antani, 2021 .

Multi-loss ensemble deep learning for chest X-ray classification pdf

Ghada Zamzmi, Sivaramakrishnan Rajaraman, Sameer Antani, 2021, ArXiv.

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

Sivaramakrishnan Rajaraman, Sameer Antani, Gregg Cohen, 2021, PloS one.

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

Prasanth Ganesan, Sivaramakrishnan Rajaraman, Sameer Antani, 2021, PloS one.

Improved TB classification using bone-suppressed chest radiographs pdf

Ghada Zamzmi, Sivaramakrishnan Rajaraman, Les Folio, 2021, ArXiv.

Chest X-ray Bone Suppression for Improving Classification of Tuberculosis-Consistent Findings

Ghada Zamzmi, Sivaramakrishnan Rajaraman, Les Folio, 2021, Diagnostics.

Trilateral Attention Network for Real-Time Cardiac Region Segmentation

Ghada Zamzmi, Sivaramakrishnan Rajaraman, Vandana Sachdev, 2021, IEEE Access.

Connected Components Labeling and Extraction Based Interphase Removal from Chromosome Images

Tamil Nadu, Arun Chokkalingam, Sivaramakrishnan Rajaraman, 2013 .

Segmentation and Removal of Interphase Cells from Chromosome Images using Multidirectional Block Ranking

Ganesh Vaidyanathan, Arun Chokkalingam, Sivaramakrishnan Rajaraman, 2013 .