Sonit Singh

407 total citations
19 papers, 202 citations indexed

About

Sonit Singh is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Radiology, Nuclear Medicine and Imaging. According to data from OpenAlex, Sonit Singh has authored 19 papers receiving a total of 202 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Artificial Intelligence, 9 papers in Computer Vision and Pattern Recognition and 6 papers in Radiology, Nuclear Medicine and Imaging. Recurrent topics in Sonit Singh's work include Topic Modeling (6 papers), Multimodal Machine Learning Applications (6 papers) and Radiomics and Machine Learning in Medical Imaging (5 papers). Sonit Singh is often cited by papers focused on Topic Modeling (6 papers), Multimodal Machine Learning Applications (6 papers) and Radiomics and Machine Learning in Medical Imaging (5 papers). Sonit Singh collaborates with scholars based in Australia, India and Germany. Sonit Singh's co-authors include Sarvnaz Karimi, Kevin Ho‐Shon, Len Hamey, Arcot Sowmya, Amany Zekry, Xiang Dai, Anthony Nguyen, Johannes Stegmaier, Abin Jose and Bahman Javadi and has published in prestigious journals such as Neural Computing and Applications, Journal of Medical Systems and JMIR Medical Informatics.

In The Last Decade

Sonit Singh

16 papers receiving 170 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Sonit Singh Australia 8 105 85 64 39 25 19 202
Murali Krishna Puttagunta India 5 91 0.9× 117 1.4× 54 0.8× 27 0.7× 28 1.1× 6 233
Ruining Deng United States 10 152 1.4× 98 1.2× 128 2.0× 39 1.0× 19 0.8× 42 302
Mohammed Y. Kamil Iraq 11 192 1.8× 152 1.8× 78 1.2× 33 0.8× 51 2.0× 39 305
Rafael Llobet Spain 11 175 1.7× 91 1.1× 109 1.7× 100 2.6× 15 0.6× 35 305
Fandong Zhang China 10 119 1.1× 112 1.3× 94 1.5× 56 1.4× 25 1.0× 22 253
Raj Kumar Singh India 5 161 1.5× 120 1.4× 96 1.5× 24 0.6× 35 1.4× 6 256
Meghavi Rana India 6 107 1.0× 95 1.1× 45 0.7× 14 0.4× 46 1.8× 11 253
Richard Osuala Spain 6 96 0.9× 96 1.1× 48 0.8× 21 0.5× 12 0.5× 12 175

Countries citing papers authored by Sonit Singh

Since Specialization
Citations

This map shows the geographic impact of Sonit Singh's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Sonit Singh with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sonit Singh more than expected).

Fields of papers citing papers by Sonit Singh

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sonit Singh. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Sonit Singh. The network helps show where Sonit Singh may publish in the future.

Co-authorship network of co-authors of Sonit Singh

This figure shows the co-authorship network connecting the top 25 collaborators of Sonit Singh. A scholar is included among the top collaborators of Sonit Singh based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Sonit Singh. Sonit Singh is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

19 of 19 papers shown
1.
2.
Singh, Sonit, et al.. (2024). Robust Automated Tumour Segmentation Network Using 3D Direction-Wise Convolution and Transformer. Journal of Imaging Informatics in Medicine. 37(5). 2444–2453. 2 indexed citations
3.
Stegmaier, Johannes, et al.. (2024). Deep Learning Approach for Renal Cell Carcinoma Detection, Subtyping, And Grading. 3861–3867. 2 indexed citations
4.
5.
Singh, Sonit, et al.. (2023). TSDNET: A Tumour Segmentation Network with 3D Direction-Wise Convolution. 1–5. 1 indexed citations
6.
Singh, Sonit, et al.. (2023). Radiological Diagnosis of Chronic Liver Disease and Hepatocellular Carcinoma: A Review. Journal of Medical Systems. 47(1). 73–73. 24 indexed citations
7.
Gharleghi, Ramtin, et al.. (2023). Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation. UNSWorks (University of New South Wales, Sydney, Australia). 1–6. 1 indexed citations
8.
Singh, Sonit, et al.. (2023). Visual Question Answering in the Medical Domain. 379–386. 3 indexed citations
9.
Dai, Xiang, et al.. (2021). Extracting Family History Information From Electronic Health Records: Natural Language Processing Analysis. JMIR Medical Informatics. 9(4). e24020–e24020. 11 indexed citations
10.
Dai, Xiang, et al.. (2021). Correction: Extracting Family History Information From Electronic Health Records: Natural Language Processing Analysis. JMIR Medical Informatics. 9(5). e30153–e30153. 7 indexed citations
11.
Singh, Sonit, Sarvnaz Karimi, Kevin Ho‐Shon, & Len Hamey. (2021). Show, tell and summarise: learning to generate and summarise radiology findings from medical images. Neural Computing and Applications. 33(13). 7441–7465. 13 indexed citations
12.
Singh, Sonit, Sarvnaz Karimi, Kevin Ho‐Shon, & Len Hamey. (2019). From Chest X-Rays to Radiology Reports: A Multimodal Machine Learning Approach. 1–8. 18 indexed citations
13.
Singh, Sonit, Sarvnaz Karimi, Kevin Ho‐Shon, & Len Hamey. (2019). Biomedical concept detection in medical images: MQ-CSIRO at 2019 ImageCLEFmed caption task. 1–15. 4 indexed citations
14.
15.
Singh, Sonit, Kevin Ho‐Shon, Sarvnaz Karimi, & Len Hamey. (2018). Modality Classification and Concept Detection in Medical Images Using Deep Transfer Learning. 1–9. 16 indexed citations
16.
Singh, Sonit, et al.. (2014). Background modelling, detection and tracking of human in video surveillance system. 1. 54–58. 7 indexed citations
17.
Singh, Sonit, et al.. (2014). Fuzzy logic based Intelligent Question Paper Generator. 8. 1179–1183. 5 indexed citations
18.
Singh, Sonit, et al.. (2012). IMAGE COMPRESSION TECHNIQUES FOR MEDICAL IMAGES: A REVIEW. 2(2). 1195–1199. 2 indexed citations
19.
Singh, Sonit, et al.. (2012). Lung Cancer Detection on CT Images by Using Image Processing. 142–146. 81 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Murali Krishna Puttagunta Breakdown of academic impact, for papers by Ruining Deng Breakdown of academic impact, for papers by Mohammed Y. Kamil Breakdown of academic impact, for papers by Rafael Llobet Breakdown of academic impact, for papers by Fandong Zhang Breakdown of academic impact, for papers by Raj Kumar Singh Breakdown of academic impact, for papers by Meghavi Rana Breakdown of academic impact, for papers by Richard Osuala
Rankless by CCL
2026