Sonit Singh

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Concept Detection

Top Venues

Publications

Sonit Singh, Gordon N. Stevenson, Brendan Mein, Alec Welsh, Arcot Sowmya
Automatic 3D Multi-modal Ultrasound Segmentation of Human Placenta using Fusion Strategies and Deep Learning. CoRR (2024)
Sonit Singh
CoVScreen: Pitfalls and recommendations for screening COVID-19 using Chest X-rays. CoRR (2024)
Sonit Singh
Computer-Aided Diagnosis of Thoracic Diseases in Chest X-rays using hybrid CNN-Transformer Architecture. CoRR (2024)
Md Akizur Rahman, Sonit Singh, Kuruparan Shanmugalingam, Sankaran Iyer, Alan Blair, Praveen Ravindran, Arcot Sowmya
Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images. DICTA (2023)
Sonit Singh, Shakira Hoque, Amany Zekry, Arcot Sowmya
Radiological Diagnosis of Chronic Liver Disease and Hepatocellular Carcinoma: A Review. J. Medical Syst. 47 (1) (2023)
Ziping Chu, Sonit Singh, Arcot Sowmya
TSDNET: A Tumour Segmentation Network with 3D Direction-Wise Convolution. ISBI (2023)
Louisa Canepa, Sonit Singh, Arcot Sowmya
Visual Question Answering in the Medical Domain. DICTA (2023)
Shisheng Zhang, Ramtin Gharleghi, Sonit Singh, Arcot Sowmya, Susann Beier
Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation. IVCNZ (2023)
Shisheng Zhang, Ramtin Gharleghi, Sonit Singh, Arcot Sowmya, Susann Beier
Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation. CoRR (2023)
Md Akizur Rahman, Sonit Singh, Kuruparan Shanmugalingam, Sankaran Iyer, Alan Blair, Praveen Ravindran, Arcot Sowmya
Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images. CoRR (2023)
Louisa Canepa, Sonit Singh, Arcot Sowmya
Visual Question Answering in the Medical Domain. CoRR (2023)
Sonit Singh, Sarvnaz Karimi, Kevin Ho-Shon, Len Hamey
Show, tell and summarise: learning to generate and summarise radiology findings from medical images. Neural Comput. Appl. 33 (13) (2021)
Sonit Singh, Sarvnaz Karimi, Kevin Ho-Shon, Len Hamey
Biomedical Concept Detection in Medical Images: MQ-CSIRO at 2019 ImageCLEFmed Caption Task. CLEF (Working Notes) (2019)
Sonit Singh, Sarvnaz Karimi, Kevin Ho-Shon, Len Hamey
From Chest X-Rays to Radiology Reports: A Multimodal Machine Learning Approach. DICTA (2019)
Sonit Singh
Natural Language Processing for Information Extraction. CoRR (2018)
Sonit Singh
Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information. ACL (3) (2018)
Sonit Singh, Kevin Ho-Shon, Sarvnaz Karimi, Len Hamey
Modality Classification and Concept Detection in Medical Images Using Deep Transfer Learning. IVCNZ (2018)