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

Sumukh Vasisht Shankar

Yale University

ORCID: 0009-0005-3034-0641
Medicine

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 5%percentile
0.353Author 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.

Automated transformation of unstructured cardiovascular diagnostic reports into structured datasets using sequentially deployed large language models

European Heart Journal - Digital Health(2025)10.1093/ehjdh/ztaf030
Top 50%
0.353DataRank
Top 50%6 citations

Lovedeep Singh Dhingra, Arya Aminorroaya, Philip Adejumo, Girish N. Nadkarni, Hua Xu +5 more

Papers

Driven by 13 papers — median percentile 50. Top paper: “Ensemble Deep Learning Algorithm for Structural Heart Disease Screening Using Electrocardiographic Images”.

Ensemble Deep Learning Algorithm for Structural Heart Disease Screening Using Electrocardiographic Images

Journal of the American College of Cardiology(2025)10.1016/j.jacc.2025.01.030
N/A
0.578DataRank · unranked
46 citations

Arya Aminorroaya, Veer Sangha, Aline F Pedroso, Sumukh Vasisht Shankar, Andreas Coppi +8 more

Automated transformation of unstructured cardiovascular diagnostic reports into structured datasets using sequentially deployed large language models

European Heart Journal - Digital Health(2025)10.1093/ehjdh/ztaf030
Top 50%
0.353DataRank
Top 50%6 citations

Lovedeep Singh Dhingra, Arya Aminorroaya, Philip Adejumo, Girish N. Nadkarni, Hua Xu +5 more

Development and Multinational Validation of a Novel Algorithmic Strategy for High Lp(a) Screening

medRxiv(2023)10.1101/2023.09.18.23295745
N/A
0.165DataRank · unranked
2 citations

Lovedeep Singh Dhingra, Evangelos K. Oikonomou, Seyedmohammad Saadatagah, Phyllis Thangaraj, Sumukh Vasisht Shankar +3 more

Automated Transformation of Unstructured Cardiovascular Diagnostic Reports into Structured Datasets Using Sequentially Deployed Large Language Models

medRxiv(2024)10.1101/2024.10.08.24315035
N/A
0DataRank · unranked
8 citations

Lovedeep Singh Dhingra, Arya Aminorroaya, Philip Adejumo, Girish N. Nadkarni, Hua Xu +5 more

Study Protocol for the Artificial Intelligence-Driven Evaluation of Structural Heart Diseases Using Wearable Electrocardiogram (ID-SHD)

medRxiv(2024)10.1101/2024.03.18.24304477
N/A
0DataRank · unranked
7 citations

Lovedeep Singh Dhingra, Aline F Pedroso, Sumukh Vasisht Shankar, Akshay Khunte, Veer Sangha +6 more

A Novel Digital Twin Strategy to Examine the Implications of Randomized Clinical Trials for Real-World Populations

medRxiv(2024)10.1101/2024.03.25.24304868
N/A
0DataRank · unranked
7 citations

Sumukh Vasisht Shankar, Sicong Huang, Girish N. Nadkarni, Bobak J. Mortazavi, Evangelos K. Oikonomou +2 more

An Ensemble Deep Learning Algorithm for Structural Heart Disease Screening Using Electrocardiographic Images: PRESENT SHD

medRxiv(2024)10.1101/2024.10.06.24314939
N/A
0DataRank · unranked
7 citations

Arya Aminorroaya, Veer Sangha, Aline F Pedroso, Sumukh Vasisht Shankar, Andreas Coppi +8 more

Development and Multinational Validation of an Ensemble Deep Learning Algorithm for Detecting and Predicting Structural Heart Disease Using Noisy Single-lead Electrocardiograms

medRxiv(2024)10.1101/2024.10.07.24314974
N/A
0DataRank · unranked
6 citations

Lovedeep Singh Dhingra, Aline F Pedroso, Sumukh Vasisht Shankar, Andreas Coppi, Akshay Khunte +8 more

Evaluation of Care Quality for Atrial Fibrillation Across Non-Interoperable Electronic Health Record Data using a Retrieval-Augmented Generation-enabled Large Language Model

medRxiv(2024)10.1101/2024.09.19.24313992
N/A
0DataRank · unranked
2 citations

Phyllis Thangaraj, Lovedeep Singh Dhingra, Dhruva Biswas, Arya Aminorroaya, Sumukh Vasisht Shankar +4 more

Artificial Intelligence-Based Automated Interpretation of Images of Electrocardiograms: Development and Multinational Validation of ECG-GPT

medRxiv(2024)10.1101/2024.02.17.24302976
N/A
0DataRank · unranked
13 citations

Veer Sangha, Evangelos K. Oikonomou, Lovedeep Singh Dhingra, Arya Aminorroaya, Andreas Coppi +10 more

Development and multinational validation of an ensemble deep learning algorithm for detecting and predicting structural heart disease using noisy single-lead electrocardiograms

European Heart Journal - Digital Health(2025)10.1093/ehjdh/ztaf034
N/A
0DataRank · unranked
24 citations

Lovedeep Singh Dhingra, Aline F Pedroso, Sumukh Vasisht Shankar, Andreas Coppi, Akshay Khunte +8 more

Artificial intelligence-enabled electrocardiography and echocardiography to track preclinical progression of transthyretin amyloid cardiomyopathy

European Heart Journal(2025)10.1093/eurheartj/ehaf450
N/A
0DataRank · unranked
22 citations

Veer Sangha, Sumukh Vasisht Shankar, Andreas Coppi, Harlan M. Krumholz, Khurram Nasir +6 more

Development and multinational validation of an algorithmic strategy for high Lp(a) screening

Nature Cardiovascular Research(2024)10.1038/s44161-024-00469-1
N/A
0DataRank · unranked
15 citations

Lovedeep Singh Dhingra, Evangelos K. Oikonomou, Seyedmohammad Saadatagah, Phyllis Thangaraj, Sumukh Vasisht Shankar +3 more