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Sonit Singh
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2020 – today
- 2024
- [i6]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 abs/2401.09638 (2024) - [i5]Sonit Singh:
Computer-Aided Diagnosis of Thoracic Diseases in Chest X-rays using hybrid CNN-Transformer Architecture. CoRR abs/2404.11843 (2024) - 2023
- [j2]Sonit Singh, Shakira Hoque, Amany Zekry, Arcot Sowmya:
Radiological Diagnosis of Chronic Liver Disease and Hepatocellular Carcinoma: A Review. J. Medical Syst. 47(1): 73 (2023) - [c8]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: 312-319 - [c7]Louisa Canepa, Sonit Singh, Arcot Sowmya:
Visual Question Answering in the Medical Domain. DICTA 2023: 379-386 - [c6]Ziping Chu, Sonit Singh, Arcot Sowmya:
TSDNET: A Tumour Segmentation Network with 3D Direction-Wise Convolution. ISBI 2023: 1-5 - [c5]Shisheng Zhang, Ramtin Gharleghi, Sonit Singh, Arcot Sowmya, Susann Beier:
Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation. IVCNZ 2023: 1-6 - [i4]Louisa Canepa, Sonit Singh, Arcot Sowmya:
Visual Question Answering in the Medical Domain. CoRR abs/2309.11080 (2023) - [i3]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 abs/2309.13872 (2023) - [i2]Shisheng Zhang, Ramtin Gharleghi, Sonit Singh, Arcot Sowmya, Susann Beier:
Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation. CoRR abs/2310.10002 (2023) - 2021
- [j1]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): 7441-7465 (2021)
2010 – 2019
- 2019
- [c4]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 - [c3]Sonit Singh, Sarvnaz Karimi, Kevin Ho-Shon, Len Hamey:
From Chest X-Rays to Radiology Reports: A Multimodal Machine Learning Approach. DICTA 2019: 1-8 - 2018
- [c2]Sonit Singh:
Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information. ACL (3) 2018: 28-36 - [c1]Sonit Singh, Kevin Ho-Shon, Sarvnaz Karimi, Len Hamey:
Modality Classification and Concept Detection in Medical Images Using Deep Transfer Learning. IVCNZ 2018: 1-9 - [i1]Sonit Singh:
Natural Language Processing for Information Extraction. CoRR abs/1807.02383 (2018)
Coauthor Index
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last updated on 2024-05-31 04:17 CEST by the dblp team
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