🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Sumsum P. Sunny

University of Arizona

ORCID: 0000-0001-9488-7615

Also affiliated with Sumy State University, Mazumdar Shaw Medical Foundation, Mazumdar Shaw Medical Centre

DentistryMedicineComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 3%percentile
1.8Author DataRank

Indexed papers

1in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Classification of imbalanced oral cancer image data from high-risk population

Journal of Biomedical Optics(2021)10.1117/1.jbo.26.10.105001
Top 12%
1.8DataRank
Top 12%40 citations

Shaobai Li, Sumsum P. Sunny, Keerthi Gurushanth, Pramila Mendonca, Nirza Mukhia +18 more

Papers

Driven by 8 papers — median percentile 88. Top paper: “Classification of imbalanced oral cancer image data from high-risk population”.

Classification of imbalanced oral cancer image data from high-risk population

Journal of Biomedical Optics(2021)10.1117/1.jbo.26.10.105001
Top 12%
1.8DataRank
Top 12%40 citations

Shaobai Li, Sumsum P. Sunny, Keerthi Gurushanth, Pramila Mendonca, Nirza Mukhia +18 more

Validation of a Point-of-Care Optical Coherence Tomography Device with Machine Learning Algorithm for Detection of Oral Potentially Malignant and Malignant Lesions

Cancers(2021)10.3390/cancers13143583
N/A
0DataRank · unranked
65 citations

Sumsum P. Sunny, Andrew E. Heidari, Ravindra D. Ramanjinappa, Tracie Lam, Anne V. Tran +18 more

Mobile-based oral cancer classification for point-of-care screening

Journal of Biomedical Optics(2021)10.1117/1.jbo.26.6.065003
N/A
0DataRank · unranked
62 citations

Sumsum P. Sunny, Shaobai Li, Keerthi Gurushanth, Pramila Mendonca, Nirza Mukhia +18 more

Interpretable deep learning approach for oral cancer classification using guided attention inference network

Journal of Biomedical Optics(2022)10.1117/1.jbo.27.1.015001
N/A
0DataRank · unranked
75 citations

Bofan Song, Sumsum P. Sunny, Shaobai Li, Keerthi Gurushanth, Pramila Mendonca +18 more

Field validation of deep learning based Point-of-Care device for early detection of oral malignant and potentially malignant disorders

Scientific Reports(2022)10.1038/s41598-022-18249-x
N/A
0DataRank · unranked
49 citations

Bofan Song, Sumsum P. Sunny, Keerthi Gurushanth, Pramila Mendonca, Nirza Mukhia +22 more

Interpretable and Reliable Oral Cancer Classifier with Attention Mechanism and Expert Knowledge Embedding via Attention Map

Cancers(2023)10.3390/cancers15051421
N/A
0DataRank · unranked
21 citations

Chicheng Zhang, Sumsum P. Sunny, Dharma Raj KC, Shaobai Li, Keerthi Gurushanth +18 more

Validation of the use of a fluorescent PARP1 inhibitor for the detection of oral, oropharyngeal and oesophageal epithelial cancers

Nature Biomedical Engineering(2020)10.1038/s41551-020-0526-9
N/A
0DataRank · unranked
87 citations

Giacomo Pirovano, Paula Demétrio De Souza França, Arianna Strome, Sumsum P. Sunny, Daniella K. Zanoni +18 more

Rapid and Label-Free Histopathology of Oral Lesions Using Deep Learning Applied to Optical and Infrared Spectroscopic Imaging Data

Journal of Personalized Medicine(2024)10.3390/jpm14030304
N/A
0DataRank · unranked
9 citations

Kianoush Falahkheirkhah, Subin Surendran, Sumsum P. Sunny, Kevin Yeh, Yen‐Ting Liu +13 more