Sivaramakrishnan Rajaraman

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2.6K

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Active since

2011

Affiliations

United States National Library of Medicine(Current)

National Institutes of Health

National Center for Biotechnology Information

National Institutes of Health Clinical Center

Mahidol Oxford Tropical Medicine Research Unit

Sivaramakrishnan Rajaraman is an author at United States National Library of Medicine specializing in computer science, medical image analysis, and machine learning.

ORCID

Publications per year

2011–2024

Publications

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

Sivaramakrishnan Rajaraman, Sameer Antani, Mahdieh Poostchi et al. · PeerJ · 2018 · 554 citations · Full text

Computing, Computer Science, Infectious Diseases +17

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

Sivaramakrishnan Rajaraman, Sema Candemir, Incheol Kim et al. · Applied Sciences · 2018 · 318 citations · Full text

Computing, Computer Science, Visualization +17

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

Sivaramakrishnan Rajaraman, Stefan Jaeger, Sameer Antani · PeerJ · 2019 · 195 citations · Full text

Computing, Computer Science, Infectious Diseases +17

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

Sivaramakrishnan Rajaraman, Sameer Antani · IEEE Access · 2020 · 143 citations · Full text

Medicine, Biomedical Engineering, Radiology +17

Weakly Labeled Data Augmentation for Deep Learning: A Study on COVID-19 Detection in Chest X-Rays

Sivaramakrishnan Rajaraman, Sameer Antani · Diagnostics · 2020 · 91 citations · Full text

Medicine, Computer Science, Radiology +17

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