Sonit Singh

36 papers B 1C 1Misc 8Journal 20Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Analysing Personal Attacks in U.S. Presidential Debates.
CoRR
Ruban Goyal, Rohitash Chandra, Sonit Singh
2025 J jnl
Answering Students' Questions on Course Forums Using Multiple Chain-of-Thought Reasoning and Finetuning RAG-Enabled LLM.
CoRR
Neo Wang, Sonit Singh
2025 J jnl
Automated Analysis of Learning Outcomes and Exam Questions Based on Bloom's Taxonomy.
CoRR
Ramya Kumar, Dhruv Gulwani, Sonit Singh
2025 — conf
Context-Aware LSTM for 3D Medical Image Localisation.
ISBI
Manna E. Philip, Anna Erenbourg, Sonit Singh, Gordon N. Stevenson, Alec W. Welsh, Arcot Sowmya
2025 — conf
Enhanced Coronary Artery Segmentation in CTCA Using Bridging Centreline Integration.
MIUA (3)
Hao Wu, Sonit Singh, Ramtin Gharleghi, Arcot Sowmya, Susann Beier
2025 J jnl
Improving Graduate Outcomes by Identifying Skills Gaps and Recommending Courses Based on Career Interests.
CoRR
Rahul Soni, Basem Suleiman, Sonit Singh
2025 J jnl
LWT-ARTERY-LABEL: A Lightweight Framework for Automated Coronary Artery Identification.
CoRR
Shisheng Zhang, Ramtin Gharleghi, Sonit Singh, Daniel Moses, Dona Adikari, Arcot Sowmya, Susann Beier
2025 J jnl
LangLingual: A Personalised, Exercise-oriented English Language Learning Tool Leveraging Large Language Models.
CoRR
Sammriddh Gupta, Sonit Singh, Aditya Joshi, Mira Kim
2025 J jnl
Machine-Learning Based Detection of Coronary Artery Calcification Using Synthetic Chest X-Rays.
CoRR
Dylan Saeed, Ramtin Gharleghi, Susann Bier, Sonit Singh
2025 C conf
Occlusion-aware Data Augmentation and Reconstruction for Improving Student Engagement in Online Learning Environments.
IPAS
Vincent Pham, Sonit Singh
2025 J jnl
Predicting Coronary Artery Calcium Severity based on Non-Contrast Cardiac CT images using Deep Learning.
CoRR
Lachlan Nguyen, Aidan Cousins, Arcot Sowmya, Hugh Dixson, Sonit Singh
2024 J jnl
Automatic 3D Multi-modal Ultrasound Segmentation of Human Placenta using Fusion Strategies and Deep Learning.
CoRR
Sonit Singh, Gordon N. Stevenson, Brendan Mein, Alec Welsh, Arcot Sowmya
2024 Misc conf
Automatic Segmentation of Human Placenta from 3D Multimodal Ultrasound Data.
DICTA
Sonit Singh, Gordon N. Stevenson, Brendan Mian, Alec Welsh, Arcot Sowmya
2024 J jnl
Clinical Context-aware Radiology Report Generation from Medical Images using Transformers.
CoRR
Sonit Singh
2024 J jnl
CoVScreen: Pitfalls and recommendations for screening COVID-19 using Chest X-rays.
CoRR
Sonit Singh
2024 J jnl
Computer-Aided Diagnosis of Thoracic Diseases in Chest X-rays using hybrid CNN-Transformer Architecture.
CoRR
Sonit Singh
2024 B conf
Deep Learning Approach for Renal Cell Carcinoma Detection, Subtyping, And Grading.
ICIP
Maroof Abdul Aziz, Fatemeh Javadian, Sherin Susheel Mathew, Avinash Gopal, Johannes Stegmaier, Sonit Singh, Abin Jose
2024 J jnl
Designing a Robust Radiology Report Generation System.
CoRR
Sonit Singh
2024 Misc conf
Masked-Enhanced Food Segment Anything Model for Automatic Dietary Intake Monitoring.
DICTA
Zhongsui Guo, Bahman Javadi, Sonit Singh, Arcot Sowmya
2024 J jnl
Robust Automated Tumour Segmentation Network Using 3D Direction-Wise Convolution and Transformer.
J. Imaging Inform. Medicine
Ziping Chu, Sonit Singh, Arcot Sowmya
2024 — conf
Sigmoid Colon Localisation for Acute Diverticulitis Disease Using Sigloc 3D Convolution Neural Network.
MICAD
Md Akizur Rahman, Sonit Singh, Sankaran Iyer, Alan Blair, Tae Jun Kim, Praveen Ravindran, Arcot Sowmya
2024 Misc conf
Spectrogram-Based Imagification Applying Deep Learning on Omics Data.
DICTA
Darren Chong, Sonit Singh, Arcot Sowmya
2023 Misc conf
Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation.
IVCNZ
Shisheng Zhang, Ramtin Gharleghi, Sonit Singh, Arcot Sowmya, Susann Beier
2023 J jnl
Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation.
CoRR
Shisheng Zhang, Ramtin Gharleghi, Sonit Singh, Arcot Sowmya, Susann Beier
2023 Misc conf
Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images.
DICTA
Md Akizur Rahman, Sonit Singh, Kuruparan Shanmugalingam, Sankaran Iyer, Alan Blair, Praveen Ravindran, Arcot Sowmya
2023 J jnl
Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images.
CoRR
Md Akizur Rahman, Sonit Singh, Kuruparan Shanmugalingam, Sankaran Iyer, Alan Blair, Praveen Ravindran, Arcot Sowmya
2023 J jnl
Radiological Diagnosis of Chronic Liver Disease and Hepatocellular Carcinoma: A Review.
J. Medical Syst.
Sonit Singh, Shakira Hoque, Amany Zekry, Arcot Sowmya
2023 — conf
TSDNET: A Tumour Segmentation Network with 3D Direction-Wise Convolution.
ISBI
Ziping Chu, Sonit Singh, Arcot Sowmya
2023 Misc conf
Visual Question Answering in the Medical Domain.
DICTA
Louisa Canepa, Sonit Singh, Arcot Sowmya
2023 J jnl
Visual Question Answering in the Medical Domain.
CoRR
Louisa Canepa, Sonit Singh, Arcot Sowmya
2021 J jnl
Show, tell and summarise: learning to generate and summarise radiology findings from medical images.
Neural Comput. Appl.
Sonit Singh, Sarvnaz Karimi, Kevin Ho-Shon, Len Hamey
2019 — conf
Biomedical Concept Detection in Medical Images: MQ-CSIRO at 2019 ImageCLEFmed Caption Task.
CLEF (Working Notes)
Sonit Singh, Sarvnaz Karimi, Kevin Ho-Shon, Len Hamey
2019 Misc conf
From Chest X-Rays to Radiology Reports: A Multimodal Machine Learning Approach.
DICTA
Sonit Singh, Sarvnaz Karimi, Kevin Ho-Shon, Len Hamey
2018 Misc conf
Modality Classification and Concept Detection in Medical Images Using Deep Transfer Learning.
IVCNZ
Sonit Singh, Kevin Ho-Shon, Sarvnaz Karimi, Len Hamey
2018 J jnl
Natural Language Processing for Information Extraction.
CoRR
Sonit Singh
2018 — conf
Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information.
ACL (3)
Sonit Singh