Ivan Marsic

Rutgers, The State University of New Jersey

Computer 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 7%percentile

0.165Author 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.

An image dataset for surveillance of personal protective equipment adherence in healthcare

Scientific Data(2025)10.1038/s41597-024-04355-0

Top 70%

0.165DataRank

Top 70%2 citations

Mary S. Kim, Genevieve J. Sippel, Aaron H. Mun, Kathleen H. McCarthy, Beomseok Park +5 more

Papers

Driven by 21 papers — median percentile 30. Top paper: “An image dataset for surveillance of personal protective equipment adherence in healthcare”.

An image dataset for surveillance of personal protective equipment adherence in healthcare

Scientific Data(2025)10.1038/s41597-024-04355-0

Top 70%

0.165DataRank

Top 70%2 citations

Mary S. Kim, Genevieve J. Sippel, Aaron H. Mun, Kathleen H. McCarthy, Beomseok Park +5 more

Classification strategies for non‐routine events occurring in high‐risk patient care settings: A scoping review

Journal of Evaluation in Clinical Practice(2020)10.1111/jep.13456

N/A

0DataRank · unranked

4 citations

Swathi Jagannath, Maureen E. McCusker, Susan Keller, Ivan Marsic, Aleksandra Sarcevic +3 more

Speech-Based Activity Recognition for Trauma Resuscitation

PubMed(2020)10.1109/ichi48887.2020.9374372

N/A

0DataRank · unranked

7 citations

Yue Gu, Zhichao Xu, Chenyang Gao, Ivan Marsic, Randall S. Burd +1 more

Metrics of shock in pediatric trauma patients: A systematic search and review

Injury(2021)10.1016/j.injury.2021.06.014

N/A

0DataRank · unranked

10 citations

Elise McKenna, Michael J. Amberson, Jun Tashiro, Katie Donnelly, Arunachalam Thenappan +8 more

Real-time medical phase recognition using long-term video understanding and progress gate method

Medical Image Analysis(2021)10.1016/j.media.2021.102224

N/A

0DataRank · unranked

9 citations

Ivan Marsic, Randall S. Burd, Yanyi Zhang

Designing Interactive Alerts to Improve Recognition of Critical Events in Medical Emergencies

PubMed(2021)10.1145/3461778.3462051

N/A

0DataRank · unranked

13 citations

Aleksandra Sarcevic, Lauren Chung, Issa Zakeri, Emily C. Alberto, Zachary P. Milestone +3 more

Characterizing Speech in Life Saving Interventions to Inform Computerized Clinical Decision Support for Complex Medical Teamwork

(2021)10.1145/3462204.3481746

N/A

0DataRank · unranked

4 citations

Matt Coates, Alex Lee, Swathi Jagannath, Aleksandra Sarcevic, Emily C. Alberto +4 more

Factors Affecting Peripheral Intravenous Catheter Placement During Pediatric Trauma Resuscitation

Journal of Surgical Research(2022)10.1016/j.jss.2022.10.048

N/A

0DataRank · unranked

11 citations

Angela Mastrianni, Travis M. Sullivan, Kathleen H. McCarthy, Zachary P. Milestone, Lauren Chung +8 more

Real-time Context-Aware Multimodal Network for Activity and Activity-Stage Recognition from Team Communication in Dynamic Clinical Settings

Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies(2023)10.1145/3580798

N/A

0DataRank · unranked

11 citations

Ivan Marsic, Aleksandra Sarcevic, Waverly Gestrich-Thompson, Randall S. Burd, Chenyang Gao

Discovering interpretable medical process models: A case study in trauma resuscitation

Journal of Biomedical Informatics(2023)10.1016/j.jbi.2023.104344

N/A

0DataRank · unranked

5 citations

Ivan Marsic, Aleksandra Sarcevic, Sen Yang, Travis M. Sullivan, Peyton E. Tempel +4 more

Supporting Awareness of Dynamic Data: Approaches to Designing and Capturing Data within Interactive Clinical Checklists

PubMed(2023)10.1145/3563657.3595979

N/A

0DataRank · unranked

2 citations

Aleksandra Sarcevic, Hua Cui, Megan A. Krentsa, Travis M. Sullivan, Issa Zakeri +3 more

Improving Label Assignments Learning by Dynamic Sample Dropout Combined with Layer-wise Optimization in Speech Separation

PubMed(2023)10.21437/interspeech.2023-1172

N/A

0DataRank · unranked

0 citations

Yue Gu, Ivan Marsic, Chenyang Gao

Improving Label Assignments Learning by Dynamic Sample Dropout Combined with Layer-wise Optimization in Speech Separation

arXiv (Cornell University)(2023)10.48550/arxiv.2311.12199

N/A

0DataRank · unranked

0 citations

Yue Gu, Ivan Marsic, Chenyang Gao

ProcessGAN: Generating Privacy-Preserving Time-Aware Process Data with Conditional Generative Adversarial Nets

ACM Transactions on Knowledge Discovery from Data(2024)10.1145/3687464

N/A

0DataRank · unranked

6 citations

Sen Yang, Travis M. Sullivan, Randall S. Burd, Ivan Marsic, Keyi Li

Comparative analysis of personal protective equipment nonadherence detection: computer vision versus human observers

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae262

N/A

0DataRank · unranked

4 citations

Beomseok Park, Genevieve J. Sippel, Aaron H. Mun, Wanzhao Yang, Kathleen H. McCarthy +6 more

Human intention recognition for trauma resuscitation: An interpretable deep learning approach for medical process data

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104767

N/A

0DataRank · unranked

3 citations

Mary S. Kim, Wenjin Zhang, Sen Yang, Genevieve J. Sippel, Aleksandra Sarcevic +3 more

Focusing on What Matters: Fine-grained Medical Activity Recognition for Trauma Resuscitation via Actor Tracking

PubMed(2024)10.1109/cvprw63382.2024.00500

N/A

0DataRank · unranked

1 citations

Keyi Li, Sen Yang, Sifan Yuan, Ivan Marsic, Genevieve J. Sippel +3 more

Understanding Personal Protective Equipment Use in Interdisciplinary Medical Settings: Design Explorations for Just-in-Time Compliance Alerts

PubMed(2025)10.1145/3715336.3735820

N/A

0DataRank · unranked

1 citations

Eleanor Wood, Katherine Ann Zellner, Christine Dodeye Ikponmwonba, Mary S. Kim, Ivan Marsic +2 more

Computer-vision based recognition of cervical spine stabilization during trauma resuscitation

Injury(2025)10.1016/j.injury.2025.112951

N/A

0DataRank · unranked

0 citations

Sifan Yuan, Genevieve J. Sippel, Aaron H. Mun, Dylan W. Arkowitz, Ivan Marsic +2 more

Assessment of Nonroutine Events During Intubation After Pediatric Trauma

Journal of Surgical Research(2020)10.1016/j.jss.2020.09.036

N/A

0DataRank · unranked

9 citations

Michael J. Amberson, Megan Cheng, Ivan Marsic, Arunachalam Thenappan, Aleksandra Sarcevic +3 more

Single-View Cotraining and Active Learning for Concurrent Medical Activity Labeling

(2025)10.1109/bibe66822.2025.00060

N/A

0DataRank · unranked

0 citations

Aaron H. Mun, Ivan Marsic, Aydin Saribudak

Ivan Marsic

Indexed papers

Top data-sharing exemplar

Papers