Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information. - Sonit Singh (ACL (3), 2018)

Modality Classification and Concept Detection in Medical Images Using Deep Transfer Learning. - Sonit Singh; Kevin Ho-Shon; Sarvnaz Karimi; Len Hamey (IVCNZ, 2018)

Natural Language Processing for Information Extraction. - Sonit Singh (CoRR, 2018)

Biomedical Concept Detection in Medical Images: MQ-CSIRO at 2019 ImageCLEFmed Caption Task. - Sonit Singh; Sarvnaz Karimi; Kevin Ho-Shon; Len Hamey (CLEF (Working Notes), 2019)

From Chest X-Rays to Radiology Reports: A Multimodal Machine Learning Approach. - Sonit Singh; Sarvnaz Karimi; Kevin Ho-Shon; Len Hamey (DICTA, 2019)

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)

Visual Question Answering in the Medical Domain. - Louisa Canepa; Sonit Singh; Arcot Sowmya (DICTA, 2023)

Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images. - Md Akizur Rahman; Sonit Singh; Kuruparan Shanmugalingam; Sankaran Iyer; Alan Blair 001; Praveen Ravindran; Arcot Sowmya (DICTA, 2023)

TSDNET: A Tumour Segmentation Network with 3D Direction-Wise Convolution. - Ziping Chu; Sonit Singh; Arcot Sowmya (ISBI, 2023)

Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation. - Shisheng Zhang; Ramtin Gharleghi; Sonit Singh; Arcot Sowmya; Susann Beier (IVCNZ, 2023)

Radiological Diagnosis of Chronic Liver Disease and Hepatocellular Carcinoma: A Review. - Sonit Singh; Shakira Hoque; Amany Zekry; Arcot Sowmya (J. Medical Syst., 2023)

Spectrogram-Based Imagification Applying Deep Learning on Omics Data. - Darren Chong; Sonit Singh; Arcot Sowmya (DICTA, 2024)

Masked-Enhanced Food Segment Anything Model for Automatic Dietary Intake Monitoring. - Zhongsui Guo; Bahman Javadi; Sonit Singh; Arcot Sowmya (DICTA, 2024)

Automatic Segmentation of Human Placenta from 3D Multimodal Ultrasound Data. - Sonit Singh; Gordon N. Stevenson; Brendan Mian; Alec Welsh; Arcot Sowmya (DICTA, 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 (ICIP, 2024)

Sigmoid Colon Localisation for Acute Diverticulitis Disease Using Sigloc 3D Convolution Neural Network. - Md Akizur Rahman; Sonit Singh; Sankaran Iyer; Alan Blair 001; Tae Jun Kim; Praveen Ravindran; Arcot Sowmya (MICAD, 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)

Computer-Aided Diagnosis of Thoracic Diseases in Chest X-rays using hybrid CNN-Transformer Architecture. - Sonit Singh (CoRR, 2024)

CoVScreen: Pitfalls and recommendations for screening COVID-19 using Chest X-rays. - Sonit Singh (CoRR, 2024)

Clinical Context-aware Radiology Report Generation from Medical Images using Transformers. - Sonit Singh (CoRR, 2024)

Designing a Robust Radiology Report Generation System. - Sonit Singh (CoRR, 2024)

Occlusion-aware Data Augmentation and Reconstruction for Improving Student Engagement in Online Learning Environments. - Vincent Pham; Sonit Singh (IPAS, 2025)

Context-Aware LSTM for 3D Medical Image Localisation. - Manna E. Philip; Anna Erenbourg; Sonit Singh; Gordon N. Stevenson; Alec W. Welsh; Arcot Sowmya (ISBI, 2025)

Enhanced Coronary Artery Segmentation in CTCA Using Bridging Centreline Integration. - Hao Wu; Sonit Singh; Ramtin Gharleghi; Arcot Sowmya; Susann Beier (MIUA (3), 2025)