By Dr Sonit Singh

Preprints

Gulwani D; Suleiman B; Joshi A; Singh S, 2026, TeamUp: Semantic Project Matching and Team Formation for Learning at Scale, https://arxiv.org/abs/2605.03237v1

Saeed D; Gharleghi R; Beier S; Singh S, 2026, Machine-Learning Based Detection of Coronary Artery Calcification Using Synthetic Chest X-Rays, http://dx.doi.org/10.48550/arxiv.2511.11093

Goyal R; Chandra R; Singh S, 2025, Analysing Personal Attacks in U.S. Presidential Debates, https://arxiv.org/abs/2511.11108v1

Wang N; Singh S, 2025, Answering Students' Questions on Course Forums Using Multiple Chain-of-Thought Reasoning and Finetuning RAG-Enabled LLM, https://arxiv.org/abs/2511.09831v1

Soni R; Suleiman B; Singh S, 2025, Improving Graduate Outcomes by Identifying Skills Gaps and Recommending Courses Based on Career Interests, https://arxiv.org/abs/2511.09819v1

Nguyen L; Cousins A; Sowmya A; Dixson H; Singh S, 2025, Predicting Coronary Artery Calcium Severity based on Non-Contrast Cardiac CT images using Deep Learning, http://dx.doi.org/10.48550/arxiv.2511.07695

Gupta S; Singh S; Joshi A; Kim M, 2025, LangLingual: A Personalised, Exercise-oriented English Language Learning Tool Leveraging Large Language Models, https://arxiv.org/abs/2510.23011v1

Zhang S; Gharleghi R; Singh S; Moses D; Adikari D; Sowmya A; Beier S, 2025, LWT-ARTERY-LABEL: A Lightweight Framework for Automated Coronary Artery Identification, http://dx.doi.org/10.48550/arxiv.2508.06874

Singh S, 2024, Designing a Robust Radiology Report Generation System, https://arxiv.org/abs/2411.01153v1

Singh S, 2024, Clinical Context-aware Radiology Report Generation from Medical Images using Transformers, https://arxiv.org/abs/2408.11344v1

Singh S, 2024, CoVScreen: Pitfalls and recommendations for screening COVID-19 using Chest X-rays, https://arxiv.org/abs/2405.07674v1

Singh S, 2024, Computer-Aided Diagnosis of Thoracic Diseases in Chest X-rays using hybrid CNN-Transformer Architecture, https://arxiv.org/abs/2404.11843v2

Singh S; Stevenson G; Mein B; Welsh A; Sowmya A, 2024, Automatic 3D Multi-modal Ultrasound Segmentation of Human Placenta using Fusion Strategies and Deep Learning, http://dx.doi.org/10.48550/arxiv.2401.09638

Zhang S; Gharleghi R; Singh S; Sowmya A; Beier S, 2023, Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation, http://dx.doi.org/10.48550/arxiv.2310.10002

Rahman MA; Singh S; Shanmugalingam K; Iyer S; Blair A; Ravindran P; Sowmya A, 2023, Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images, https://arxiv.org/abs/2309.13872v1

Canepa L; Singh S; Sowmya A, 2023, Visual Question Answering in the Medical Domain, http://dx.doi.org/10.48550/arxiv.2309.11080

Singh S, 2018, Natural Language Processing for Information Extraction, https://arxiv.org/abs/1807.02383v1

Rybinski M; Dai X; Singh S; Karimi S; Nguyen A, Correction: Extracting Family History Information From Electronic Health Records: Natural Language Processing Analysis (Preprint), http://dx.doi.org/10.2196/preprints.30153

Rybinski M; Dai X; Singh S; Karimi S; Nguyen A, Extracting Family History Information From Electronic Health Records: Natural Language Processing Analysis (Preprint), http://dx.doi.org/10.2196/preprints.24020

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