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

Marta Fernandes

Massachusetts General Hospital

ORCID: 0000-0002-7203-2832
MedicinePsychologyComputer 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 4%percentile
0.813Author DataRank

Indexed papers

2in 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 2 indexed papers 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.

Assessing Risk of Health Outcomes From Brain Activity in Sleep

Neurology Clinical Practice(2023)10.1212/cpj.0000000000200225
Top 41%
0.463DataRank
Top 41%16 citations

Noor Adra, Muhammad Ayub, Wolfgang Ganglberger, Elissa Ye, Marta Fernandes +9 more

Papers

Driven by 16 papers — median percentile 54. Top paper: “Assessing Risk of Health Outcomes From Brain Activity in Sleep”.

Assessing Risk of Health Outcomes From Brain Activity in Sleep

Neurology Clinical Practice(2023)10.1212/cpj.0000000000200225
Top 41%
0.463DataRank
Top 41%16 citations

Noor Adra, Muhammad Ayub, Wolfgang Ganglberger, Elissa Ye, Marta Fernandes +9 more

Harvard Electroencephalography Database: A comprehensive clinical electroencephalographic resource from four Boston hospitals

Epilepsia(2025)10.1111/epi.18487
Top 50%
0.349DataRank
Top 50%8 citations

Jin Jing, Niels Turley, Callison Alcott, Wan‐Yee Kang, Andrew J. Cole +30 more

Identification of patients with epilepsy using automated electronic health records phenotyping

Epilepsia(2023)10.1111/epi.17589
N/A
0DataRank · unranked
19 citations

Aidan Cardall, Jin Jing, Wendong Ge, Lidia M.V.R. Moura, Claire S. Jacobs +4 more

Brain health scores to predict neurological outcomes from electronic health records

International Journal of Medical Informatics(2023)10.1016/j.ijmedinf.2023.105270
N/A
0DataRank · unranked
3 citations

Haoqi Sun, Zeina Chemali, Shibani S. Mukerji, Lidia M.V.R. Moura, Sahar F. Zafar +5 more

Identifying inpatient hospitalizations with continuous electroencephalogram monitoring from administrative data

Research Square(2023)10.21203/rs.3.rs-2882806/v1
N/A
0DataRank · unranked
0 citations

M. Brandon Westover, Sahar F. Zafar, Marta Fernandes

Identifying inpatient hospitalizations with continuous electroencephalogram monitoring from administrative data

The Journal of Research ANGRAU(2023)10.1186/s12913-023-10262-8
N/A
0DataRank · unranked
0 citations

M. Brandon Westover, Sahar F. Zafar, Marta Fernandes

Extracting seizure control metrics from clinic notes of patients with epilepsy: A natural language processing approach

Epilepsy Research(2024)10.1016/j.eplepsyres.2024.107451
N/A
0DataRank · unranked
4 citations

Aidan Cardall, Lidia M.V.R. Moura, Christopher M. McGraw, Sahar F. Zafar, M. Brandon Westover +1 more

Automated Extraction of Stroke Severity from Unstructured Electronic Health Records using Natural Language Processing

medRxiv(2024)10.1101/2024.03.08.24304011
N/A
0DataRank · unranked
5 citations

M. Brandon Westover, Aneesh B. Singhal, Sahar F. Zafar, Marta Fernandes

Validation of the International Parkinson and Movement Disorder Society Non‐Motor Symptoms Questionnaire (MDS‐NMS‐Q)

Movement Disorders(2025)10.1002/mds.30202
N/A
0DataRank · unranked
6 citations

К. Ray Chaudhuri, Anette Schrag, Pablo Martínez‐Martín, Alexandra Rizos, Eugenia Mamikonyan +6 more

Automated extraction of post-stroke functional outcomes from unstructured electronic health records

European Stroke Journal(2025)10.1177/23969873251314340
N/A
0DataRank · unranked
2 citations

Kaileigh Gallagher, Niels Turley, Aditya Gupta, M. Brandon Westover, Aneesh B. Singhal +2 more

Large-scale automated phenotyping of cardiac arrest and withdrawal of life-sustaining therapy using electronic health record data

Resuscitation(2025)10.1016/j.resuscitation.2025.110919
N/A
0DataRank · unranked
1 citations

Arjun Singh, Bram Overmeer, Sasu Boris, Lydia Peterson, Jaden Searle +12 more

Automated phenotyping of mild cognitive impairment and Alzheimer’s disease and related dementias using electronic health records

International Journal of Medical Informatics(2025)10.1016/j.ijmedinf.2025.105917
N/A
0DataRank · unranked
0 citations

Stephanie S. Buss, Rebecca Milde, Marta Fernandes, Daniel Sumsion, Elijah Davis +26 more

Automated estimation of frequency and spatial extent of periodic and rhythmic epileptiform activity from continuous electroencephalography data

medRxiv(2025)10.1101/2025.05.29.25328582
N/A
0DataRank · unranked
0 citations

Jin Jing, Lara Basovic, Peter Hadar, Shadi Sartipi, Marta Fernandes +5 more

Classification of the Disposition of Patients Hospitalized with COVID-19: Reading Discharge Summaries Using Natural Language Processing

JMIR Medical Informatics(2020)10.2196/25457
N/A
0DataRank · unranked
11 citations

Haoqi Sun, Aayushee Jain, Haitham Alabsi, Laura Brenner, Elissa Ye +8 more

From Clinical Narrative to Diagnosis: Scalable Identification of Acquired Epilepsy

medRxiv(2025)10.1101/2025.11.04.25339484
N/A
0DataRank · unranked
0 citations

Marta Fernandes, Yilun Chen, B. Berke Ayvaz, Daniel Jin, Adeel Zubair +10 more

Identifying Patients With Delirium Based on Unstructured Clinical Notes: Observational Study

JMIR Formative Research(2022)10.2196/33834
N/A
0DataRank · unranked
24 citations

Haitham Alabsi, Aayushee Jain, Elissa Ye, Haoqi Sun, Marta Fernandes +13 more