Sonit Singh

Publications

314

Citations

H-Index

2012

Active since

Affiliations

Commonwealth Scientific and Industrial Research Organisation(Current)

Macquarie University

Data61

Lovely Professional University

Sonit Singh is an author at Commonwealth Scientific and Industrial Research Organisation specializing in engineering, image analysis, and health sciences.

ORCID

Top concepts

EngineeringImage AnalysisHealthRadiologyData ScienceMedical Image ComputingComputer VisionMedical ImagingPattern RecognitionMedical Image Analysis

Publications per year

2012–2021

Publications

Lung Cancer Detection on CT Images by Using Image Processing

Anita Chaudhary, Sonit Singh · 2012 · 160 citations

Radiation Oncology, Medical Image Segmentation, Image Analysis +14

Natural Language Processing for Information Extraction

Sonit Singh · arXiv (Cornell University) · 2018 · 47 citations · Full text

Engineering, Knowledge Extraction, Semantics +17

From Chest X-Rays to Radiology Reports: A Multimodal Machine Learning Approach

Sonit Singh, Sarvnaz Karimi, Kevin Ho‐Shon et al. · 2019 · 28 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +22

Modality Classification and Concept Detection in Medical Images Using Deep Transfer Learning

Sonit Singh, Kevin Ho‐Shon, Sarvnaz Karimi et al. · 2018 · 21 citations

Few-shot Learning, Convolutional Neural Network, Engineering +16

Show, tell and summarise: learning to generate and summarise radiology findings from medical images

Sonit Singh, Sarvnaz Karimi, Kevin Ho‐Shon et al. · Neural Computing and Applications · 2021 · 20 citations

Medical Images, Image Analysis, Radiology Findings +12

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