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

Petra Wilder‐Smith

University of California, Irvine

ORCID: 0000-0002-7580-2409

Also affiliated with Beckman Laser Institute and Medical Clinic

MedicineDentistryEngineering

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 →

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 15 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

The contribution of artificial intelligence to reducing the diagnostic delay in oral cancer

Oral Oncology(2021)10.1016/j.oraloncology.2021.105254

N/A

0DataRank · unranked

118 citations

Pelin Güneri, Petra Wilder‐Smith, Betül İlhan

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

Better living through chemistry? A randomized, double‐blind controlled study evaluating the efficacy of plaque control and gingival health impacts of a novel stannous fluoride‐containing gel

Journal of Periodontology(2022)10.1002/jper.22-0254

N/A

0DataRank · unranked

4 citations

Arezou Goshtasbi, Kairong Lin, Susan Meishan Yang, Cherie Wink, Maria L. Geisinger +2 more

Effects Of Mouthwash On Oral Cytomegalovirus Epstein‐Barr Virus Herpes Simplex Virus Type-1

Advances In Clinical And Medical Research(2022)10.52793/acmr.2022.3(4)-44

N/A

0DataRank · unranked

3 citations

Petra Wilder‐Smith, Hessam Nowzari

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

Performance of Automated Oral Cancer Screening Algorithm in Tobacco Users vs. Non-Tobacco Users

Applied Sciences(2023)10.3390/app13053370

N/A

0DataRank · unranked

10 citations

Bofan Song, Cherie Wink, Mary Abouakl, Thair Takesh, Michelle Hurlbutt +5 more

Novel Approach to Improving Specialist Access in Underserved Populations with Suspicious Oral Lesions

Current Oncology(2023)10.3390/curroncol30010080

N/A

0DataRank · unranked

10 citations

Susan Meishan Yang, Anastasya Melnikova, Mary Abouakl, Kairong Lin, Thair Takesh +6 more

Compliance with Specialist Referral for Increased Cancer Risk in Low-Resource Settings: In-Person vs. Telehealth Options

Cancers(2023)10.3390/cancers15102775

N/A

0DataRank · unranked

3 citations

Thair Takesh, Negah Parsangi, Bofan Song, Rongguang Liang, Petra Wilder‐Smith +1 more

A randomized double‐blind clinical trial evaluating comparative plaque and gingival health associated with commercially available stannous fluoride‐containing dentifrices as compared to a sodium fluoride control dentifrice

Journal of Periodontology(2023)10.1002/jper.22-0675

N/A

0DataRank · unranked

3 citations

Nicolaas C. Geurs, Brian B. Nový, Joan Otomo‐Corgel, Charles M. Cobb, Peter L. Jacobsen +3 more

Community-Based Telehealth Approach Improves Specialist Access for Individuals with Increased Cancer Risk in Low-Resource Settings

Preprints.org(2025)10.20944/preprints202501.0653.v1

N/A

0DataRank · unranked

0 citations

Winston Doud, Christian Doud, Thair Takesh, Cherie Wink, Annachristine Miranda-Hoover +6 more

Improving Oral Cancer Outcomes with Imaging and Artificial Intelligence

Journal of Dental Research(2020)10.1177/0022034520902128

N/A

0DataRank · unranked

192 citations

Kairong Lin, Pelin Güneri, Petra Wilder‐Smith, Betül İlhan

Real-world readiness: Evaluating AI model performance in degraded photographic imaging for cancer detection

Expert Systems with Applications(2025)10.1016/j.eswa.2025.130569

N/A

0DataRank · unranked

0 citations

Jiabin Chen, Yihan Wang, Zhihan Hong, Cherie Wink, Petra Wilder‐Smith +3 more