Sonit Singh

According to our database, Sonit Singh authored at least 24 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Enhanced Coronary Artery Segmentation in CTCA Using Bridging Centreline Integration.

Hao Wu, Sonit Singh, Ramtin Gharleghi, Arcot Sowmya, Susann Beier

Proceedings of the Medical Image Understanding and Analysis - 29th Annual Conference, 2025

Context-Aware LSTM for 3D Medical Image Localisation.

Manna E. Philip, Anna Erenbourg, Sonit Singh, Gordon N. Stevenson, Alec W. Welsh, Arcot Sowmya

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Occlusion-aware Data Augmentation and Reconstruction for Improving Student Engagement in Online Learning Environments.

Vincent Pham, Sonit Singh

Proceedings of the 6th IEEE International Conference on Image Processing, 2025

2024

Designing a Robust Radiology Report Generation System.

Sonit Singh

CoRR, 2024

Clinical Context-aware Radiology Report Generation from Medical Images using Transformers.

Sonit Singh

CoRR, 2024

CoVScreen: Pitfalls and recommendations for screening COVID-19 using Chest X-rays.

Sonit Singh

CoRR, 2024

Computer-Aided Diagnosis of Thoracic Diseases in Chest X-rays using hybrid CNN-Transformer Architecture.

Sonit Singh

CoRR, 2024

Automatic 3D Multi-modal Ultrasound Segmentation of Human Placenta using Fusion Strategies and Deep Learning.

Sonit Singh, Gordon N. Stevenson, Brendan Mein, Alec Welsh, Arcot Sowmya

CoRR, 2024

Sigmoid Colon Localisation for Acute Diverticulitis Disease Using Sigloc 3D Convolution Neural Network.

Md Akizur Rahman, Sonit Singh, Sankaran Iyer, Alan Blair, Tae Jun Kim, Praveen Ravindran, Arcot Sowmya

Proceedings of 2024 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2024

Deep Learning Approach for Renal Cell Carcinoma Detection, Subtyping, And Grading.

Maroof Abdul Aziz, Fatemeh Javadian, Sherin Susheel Mathew, Avinash Gopal, Johannes Stegmaier, Sonit Singh, Abin Jose

Proceedings of the IEEE International Conference on Image Processing, 2024

Automatic Segmentation of Human Placenta from 3D Multimodal Ultrasound Data.

Sonit Singh, Gordon N. Stevenson, Brendan Mian, Alec Welsh, Arcot Sowmya

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2024

Masked-Enhanced Food Segment Anything Model for Automatic Dietary Intake Monitoring.

Zhongsui Guo, Bahman Javadi, Sonit Singh, Arcot Sowmya

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2024

Spectrogram-Based Imagification Applying Deep Learning on Omics Data.

Darren Chong, Sonit Singh, Arcot Sowmya

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2024

2023

Radiological Diagnosis of Chronic Liver Disease and Hepatocellular Carcinoma: A Review.

Sonit Singh, Shakira Hoque, Amany Zekry, Arcot Sowmya

J. Medical Syst., December, 2023

Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation.

Shisheng Zhang, Ramtin Gharleghi, Sonit Singh, Arcot Sowmya, Susann Beier

Proceedings of the 38th International Conference on Image and Vision Computing New Zealand, 2023

TSDNET: A Tumour Segmentation Network with 3D Direction-Wise Convolution.

Ziping Chu, Sonit Singh, Arcot Sowmya

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images.

Md Akizur Rahman, Sonit Singh, Kuruparan Shanmugalingam, Sankaran Iyer, Alan Blair, Praveen Ravindran, Arcot Sowmya

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

Visual Question Answering in the Medical Domain.

Louisa Canepa, Sonit Singh, Arcot Sowmya

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

2021

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

Sonit Singh, Sarvnaz Karimi, Kevin Ho-Shon, Len Hamey

Neural Comput. Appl., 2021

2019

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

Sonit Singh, Sarvnaz Karimi, Kevin Ho-Shon, Len Hamey

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Biomedical Concept Detection in Medical Images: MQ-CSIRO at 2019 ImageCLEFmed Caption Task.

Sonit Singh, Sarvnaz Karimi, Kevin Ho-Shon, Len Hamey

Proceedings of the Working Notes of CLEF 2019, 2019

2018

Natural Language Processing for Information Extraction.

Sonit Singh

CoRR, 2018

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

Sonit Singh, Kevin Ho-Shon, Sarvnaz Karimi, Len Hamey

Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018

Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information.

Sonit Singh

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, Student Research Workshop, 2018