Janani Venugopalan

1.3k total citations · 1 hit paper
22 papers, 790 citations indexed

About

Janani Venugopalan is a scholar working on Artificial Intelligence, Health Information Management and Epidemiology. According to data from OpenAlex, Janani Venugopalan has authored 22 papers receiving a total of 790 indexed citations (citations by other indexed papers that have themselves been cited), including 9 papers in Artificial Intelligence, 5 papers in Health Information Management and 5 papers in Epidemiology. Recurrent topics in Janani Venugopalan's work include Machine Learning in Healthcare (9 papers), Artificial Intelligence in Healthcare (4 papers) and Stroke Rehabilitation and Recovery (3 papers). Janani Venugopalan is often cited by papers focused on Machine Learning in Healthcare (9 papers), Artificial Intelligence in Healthcare (4 papers) and Stroke Rehabilitation and Recovery (3 papers). Janani Venugopalan collaborates with scholars based in United States, Russia and Cambodia. Janani Venugopalan's co-authors include May D. Wang, Hamid Reza Hassanzadeh, Tong Li, Chih‐Wen Cheng, Ryan Hoffman, Po-Yen Wu, Chanchala Kaddi, Nikhil K. Chanani, Kevin Maher and Todd H. Stokes and has published in prestigious journals such as Scientific Reports, IEEE Transactions on Biomedical Engineering and IEEE Journal of Biomedical and Health Informatics.

In The Last Decade

Janani Venugopalan

22 papers receiving 757 citations

Hit Papers

align trajectories sort by overperformance

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Multimodal deep learning models for early detection of Alzheimer’s disease stage

2021 404 citations Janani Venugopalan, Tong Li et al. Scientific Reports profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Janani Venugopalan United States	11	309	196	167	121	114	22	790
Maryam Panahiazar United States	14	347 1.1×	174 0.9×	103 0.6×	109 0.9×	142 1.2×	36	1.2k
Zhenxing Xu United States	17	320 1.0×	112 0.6×	38 0.2×	69 0.6×	100 0.9×	51	1.2k
An Zeng China	11	232 0.8×	72 0.4×	193 1.2×	131 1.1×	103 0.9×	37	650
Hager Saleh Egypt	14	373 1.2×	195 1.0×	86 0.5×	47 0.4×	123 1.1×	29	668
Dan Pan China	8	187 0.6×	69 0.4×	186 1.1×	130 1.1×	72 0.6×	28	474
Domenico Diacono Italy	14	186 0.6×	47 0.2×	104 0.6×	110 0.9×	169 1.5×	38	579
C. Kavitha India	10	164 0.5×	90 0.5×	118 0.7×	51 0.4×	71 0.6×	44	478
Vasileios C. Pezoulas Greece	13	161 0.5×	59 0.3×	58 0.3×	134 1.1×	89 0.8×	71	968

Countries citing papers authored by Janani Venugopalan

Since Specialization

Citations

This map shows the geographic impact of Janani Venugopalan'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 Janani Venugopalan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Janani Venugopalan more than expected).

Fields of papers citing papers by Janani Venugopalan

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Janani Venugopalan. 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 Janani Venugopalan. The network helps show where Janani Venugopalan may publish in the future.

Co-authorship network of co-authors of Janani Venugopalan

This figure shows the co-authorship network connecting the top 25 collaborators of Janani Venugopalan. A scholar is included among the top collaborators of Janani Venugopalan 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 Janani Venugopalan. Janani Venugopalan is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Isgut, Monica, et al.. (2022). Systematic Review of Advanced AI Methods for Improving Healthcare Data Quality in Post COVID-19 Era. IEEE Reviews in Biomedical Engineering. 16. 53–69. 17 indexed citations

Zhu, Yuanda, et al.. (2022). Domain Adaptation Using Convolutional Autoencoder and Gradient Boosting for Adverse Events Prediction in the Intensive Care Unit. Frontiers in Artificial Intelligence. 5. 640926–640926. 6 indexed citations

Venugopalan, Janani, Tong Li, Hamid Reza Hassanzadeh, & May D. Wang. (2021). Multimodal deep learning models for early detection of Alzheimer’s disease stage. Scientific Reports. 11(1). 3254–3254. 404 indexed citations breakdown →

Cheng, Chih‐Wen, R. Clark Brown, Janani Venugopalan, & May D. Wang. (2019). Towards an Effective Patient Health Engagement System Using Cloud-Based Text Messaging Technology. IEEE Journal of Translational Engineering in Health and Medicine. 8. 1–7. 1 indexed citations

Hoffman, Ryan, et al.. (2018). Intelligent Mortality Reporting With FHIR. IEEE Journal of Biomedical and Health Informatics. 22(5). 1583–1588. 11 indexed citations

Venugopalan, Janani, Nikhil K. Chanani, Kevin Maher, & May D. Wang. (2017). Combination of static and temporal data analysis to predict mortality and readmission in the intensive care. PubMed. 2017. 2570–2573. 5 indexed citations

Venugopalan, Janani, et al.. (2017). Mining standardized neurological signs and symptoms data for concussion identification. PubMed. 2017. 285–288. 1 indexed citations

Hoffman, Ryan, et al.. (2017). Intelligent mortality reporting with FHIR. PubMed. 11. 181–184. 6 indexed citations

Venugopalan, Janani, et al.. (2017). 11C-PIB PET image analysis for Alzheimer's diagnosis using weighted voting ensembles. PubMed. 2017. 3914–3917. 10 indexed citations

10.

Sha, Ying, Janani Venugopalan, & May D. Wang. (2016). A Novel Temporal Similarity Measure for Patients Based on Irregularly Measured Data in Electronic Health Records. PubMed. 2016. 337–344. 11 indexed citations

11.

Burns, Thomas G., et al.. (2016). Development of user-friendly and interactive data collection system for cerebral palsy. PubMed. 3. 406–409. 3 indexed citations

12.

Wu, Po-Yen, Chih‐Wen Cheng, Chanchala Kaddi, et al.. (2016). –Omic and Electronic Health Record Big Data Analytics for Precision Medicine. IEEE Transactions on Biomedical Engineering. 64(2). 263–273. 193 indexed citations

13.

Venugopalan, Janani, Chih‐Wen Cheng, & May D. Wang. (2014). MotionTalk. PubMed. 2014. 455–463. 5 indexed citations

14.

Venugopalan, Janani, et al.. (2014). Med-vest: A wearable sensory platform. PubMed. 2014. 199–202. 1 indexed citations

15.

Venugopalan, Janani, et al.. (2014). Multi-channel LED light source for fluorescent agent aided minimally invasive surgery. PubMed. 2014. 6927–6930. 2 indexed citations

16.

Stokes, Todd H., et al.. (2013). A pilot biomedical engineering course in rapid prototyping for mobile health. PubMed. 41. 2515–2518. 2 indexed citations

17.

Cheng, Chih‐Wen, R. Clark Brown, Lindsey L. Cohen, et al.. (2013). iACT - An interactive mHealth monitoring system to enhance psychotherapy for adolescents with sickle cell disease. PubMed. 2013. 2279–2282. 15 indexed citations

18.

Cheng, Chih‐Wen, Nikhil K. Chanani, Janani Venugopalan, Kevin Maher, & May D. Wang. (2013). icuARM-An ICU Clinical Decision Support System Using Association Rule Mining. IEEE Journal of Translational Engineering in Health and Medicine. 1(1). 4400110–4400110. 35 indexed citations

19.

Venugopalan, Janani, Chih‐Wen Cheng, Todd H. Stokes, & May D. Wang. (2013). Kinect-based rehabilitation system for patients with traumatic brain injury. PubMed. 2013. 4625–4628. 25 indexed citations

20.

Venugopalan, Janani, R. Clark Brown, Chih‐Wen Cheng, Todd H. Stokes, & May D. Wang. (2012). Activity and school attendance monitoring system for adolescents with Sickle cell disease. PubMed. 2012. 2456–2459. 7 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.

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