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ORCIDSonit Singh
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2020 – today
- 2025
[c16]Vincent Pham, Sonit Singh
:
Occlusion-aware Data Augmentation and Reconstruction for Improving Student Engagement in Online Learning Environments. IPAS 2025: 1-7- [c15]Manna E. Philip, Anna Erenbourg, Sonit Singh, Gordon N. Stevenson, Alec W. Welsh, Arcot Sowmya:
Context-Aware LSTM for 3D Medical Image Localisation. ISBI 2025: 1-5 - [c14]Hao Wu, Sonit Singh, Ramtin Gharleghi, Arcot Sowmya, Susann Beier:
Enhanced Coronary Artery Segmentation in CTCA Using Bridging Centreline Integration. MIUA (3) 2025: 266-278 - [i17]Shisheng Zhang, Ramtin Gharleghi, Sonit Singh, Daniel Moses, Dona Adikari, Arcot Sowmya, Susann Beier:
LWT-ARTERY-LABEL: A Lightweight Framework for Automated Coronary Artery Identification. CoRR abs/2508.06874 (2025) - [i16]Sammriddh Gupta, Sonit Singh, Aditya Joshi, Mira Kim:
LangLingual: A Personalised, Exercise-oriented English Language Learning Tool Leveraging Large Language Models. CoRR abs/2510.23011 (2025) - [i15]Lachlan Nguyen, Aidan Cousins, Arcot Sowmya, Hugh Dixson, Sonit Singh:
Predicting Coronary Artery Calcium Severity based on Non-Contrast Cardiac CT images using Deep Learning. CoRR abs/2511.07695 (2025) - [i14]Rahul Soni, Basem Suleiman, Sonit Singh:
Improving Graduate Outcomes by Identifying Skills Gaps and Recommending Courses Based on Career Interests. CoRR abs/2511.09819 (2025) - [i13]Neo Wang, Sonit Singh:
Answering Students' Questions on Course Forums Using Multiple Chain-of-Thought Reasoning and Finetuning RAG-Enabled LLM. CoRR abs/2511.09831 (2025) - [i12]Ramya Kumar, Dhruv Gulwani, Sonit Singh:
Automated Analysis of Learning Outcomes and Exam Questions Based on Bloom's Taxonomy. CoRR abs/2511.10903 (2025) - [i11]Dylan Saeed, Ramtin Gharleghi, Susann Bier, Sonit Singh:
Machine-Learning Based Detection of Coronary Artery Calcification Using Synthetic Chest X-Rays. CoRR abs/2511.11093 (2025) - [i10]Ruban Goyal, Rohitash Chandra, Sonit Singh:
Analysing Personal Attacks in U.S. Presidential Debates. CoRR abs/2511.11108 (2025) - 2024
- [j3]Ziping Chu, Sonit Singh, Arcot Sowmya:
Robust Automated Tumour Segmentation Network Using 3D Direction-Wise Convolution and Transformer. J. Imaging Inform. Medicine 37(5): 2444-2453 (2024) - [c13]Zhongsui Guo, Bahman Javadi, Sonit Singh, Arcot Sowmya:
Masked-Enhanced Food Segment Anything Model for Automatic Dietary Intake Monitoring. DICTA 2024: 190-197 - [c12]Sonit Singh, Gordon N. Stevenson, Brendan Mian, Alec Welsh, Arcot Sowmya:
Automatic Segmentation of Human Placenta from 3D Multimodal Ultrasound Data. DICTA 2024: 244-251 - [c11]Darren Chong, Sonit Singh, Arcot Sowmya:
Spectrogram-Based Imagification Applying Deep Learning on Omics Data. DICTA 2024: 477-484 - [c10]Maroof Abdul Aziz, Fatemeh Javadian, Sherin Susheel Mathew, Avinash Gopal, Johannes Stegmaier, Sonit Singh, Abin Jose:
Deep Learning Approach for Renal Cell Carcinoma Detection, Subtyping, And Grading. ICIP 2024: 3861-3867 - [c9]Md Akizur Rahman, Sonit Singh, Sankaran Iyer, Alan Blair, Tae Jun Kim, Praveen Ravindran, Arcot Sowmya:
Sigmoid Colon Localisation for Acute Diverticulitis Disease Using Sigloc 3D Convolution Neural Network. MICAD 2024: 230-245 - [i9]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) - [i8]Sonit Singh:
Computer-Aided Diagnosis of Thoracic Diseases in Chest X-rays using hybrid CNN-Transformer Architecture. CoRR abs/2404.11843 (2024) - [i7]Sonit Singh:
CoVScreen: Pitfalls and recommendations for screening COVID-19 using Chest X-rays. CoRR abs/2405.07674 (2024) - [i6]Sonit Singh:
Clinical Context-aware Radiology Report Generation from Medical Images using Transformers. CoRR abs/2408.11344 (2024) - [i5]Sonit Singh:
Designing a Robust Radiology Report Generation System. CoRR abs/2411.01153 (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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