Muskan Garg

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

0.519Author 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 →

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

CareD: Caregiver’s Experience with Cognitive Decline in Reddit Posts

PubMed(2023)10.1109/ichi57859.2023.00104

Top 37%

0.519DataRank

Top 37%7 citations

Sunghwan Sohn, Muskan Garg

Papers

Driven by 20 papers — median percentile 63. Top paper: “CareD: Caregiver’s Experience with Cognitive Decline in Reddit Posts”.

CareD: Caregiver’s Experience with Cognitive Decline in Reddit Posts

PubMed(2023)10.1109/ichi57859.2023.00104

Top 37%

0.519DataRank

Top 37%7 citations

Sunghwan Sohn, Muskan Garg

FedFSA: Hybrid and federated framework for functional status ascertainment across institutions

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104623

N/A

0.416DataRank · unranked

15 citations

Heling Jia, Maria Vassilaki, Vipina K. Keloth, Yifang Dang, Yujia Zhou +13 more

Towards Mental Health Analysis in Social Media for Low-resourced Languages

ACM Transactions on Asian and Low-Resource Language Information Processing(2024)10.1145/3638761

N/A

0.373DataRank · unranked

11 citations

Muskan Garg

Reliability Analysis of Psychological Concept Extraction and Classification in User-Penned Text

Proceedings of the International AAAI Conference on Web and Social Media(2024)10.1609/icwsm.v18i1.31324

N/A

0.269DataRank · unranked

5 citations

MSVPJ Sathvik, Shaina Raza, Amrit Chadha, Sunghwan Sohn, Muskan Garg

Navigating Sex-Specific Disease Dynamics in Incident Dementia

PubMed(2023)10.1109/bibm58861.2023.10385324

N/A

0DataRank · unranked

2 citations

Xingyi Liu, Maria Vassilaki, Ronald C. Petersen, Jennifer L. St. Sauver, Sunghwan Sohn +1 more

LOST: A Mental Health Dataset of Low Self-esteem in Reddit Posts

arXiv (Cornell University)(2023)10.13016/m2etir-jn38

N/A

0DataRank · unranked

1 citations

Manas Gaur, Raxit Goswami, Sunghwan Sohn, Muskan Garg

Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health

arXiv (Cornell University)(2023)10.48550/arxiv.2306.04059

N/A

0DataRank · unranked

0 citations

Muskan Garg, Vijay Mago, Sunghwan Sohn, Chandreen Liyanage

MultiWD: Multi-label wellness dimensions in social media posts

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104586

N/A

0DataRank · unranked

7 citations

Xingyi Liu, MSVPJ Sathvik, Shaina Raza, Sunghwan Sohn, Muskan Garg

Characterizing Performance Gaps of a Code-Based Dementia Algorithm in a Population-Based Cohort of Cognitive Aging

Journal of Alzheimer s Disease(2023)10.3233/jad-230344

N/A

0DataRank · unranked

5 citations

Sunyang Fu, Luke R. Christenson, Muskan Garg, Ronald C. Petersen, Jennifer L. St. Sauver +2 more

Dementia Prediction in Older Adults Using Sex-Specific Health Trajectory Clustering

Studies in health technology and informatics(2024)10.3233/shti231085

N/A

0DataRank · unranked

0 citations

Muskan Garg, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Jennifer L. St. Sauver +2 more

Sex Disparities in Cognitive Impairment Research: A Scoping Review in Informatics Literature

medRxiv(2024)10.1101/2024.12.27.24319704

N/A

0DataRank · unranked

0 citations

Xingyi Liu, Jie Lin, Maria Vassilaki, Ronald C. Petersen, Jennifer L. St. Sauver +3 more

Causal Explanation from Mild Cognitive Impairment Progression using Graph Neural Networks

PubMed(2024)10.1109/bibm62325.2024.10822848

N/A

0DataRank · unranked

0 citations

Muskan Garg, Xingyi Liu, Maria Vassilaki, Jennifer L. St. Sauver, Ronald C. Petersen +2 more

Hypergraph Clustering for Analyzing Chronic Disease Patterns in Mild Cognitive Impairment Reversion and Progression

medRxiv(2025)10.1101/2025.04.14.25325825

N/A

0DataRank · unranked

1 citations

Xingyi Liu, Maria Vassilaki, Ronald C. Petersen, Jennifer L. St. Sauver, Sunghwan Sohn +1 more

Leveraging Reddit data for Context-enhanced Synthetic Health Data Generation to Identify Low Self Esteem

medRxiv(2025)10.1101/2025.10.15.25338111

N/A

0DataRank · unranked

0 citations

Xingyi Liu, Eunji Jeon, Joanna M. Biernacka, Mark A. Frye, Yonas E. Geda +2 more

Hypergraph clustering for analyzing chronic disease patterns in mild cognitive impairment reversion and progression

Scientific Reports(2025)10.1038/s41598-025-27228-x

N/A

0DataRank · unranked

0 citations

Xingyi Liu, Eunji Jeon, Maria Vassilaki, Ronald C. Petersen, Jennifer L. St. Sauver +2 more

Sex differences in cognitive decline and impairment: a scoping review in informatics literature

Biology of Sex Differences(2025)10.1186/s13293-025-00804-6

N/A

0DataRank · unranked

0 citations

Xingyi Liu, Jie Lin, Maria Vassilaki, Ronald C. Petersen, Jennifer L. St. Sauver +3 more

Characterizing the progression from mild cognitive impairment to dementia: a network analysis of longitudinal clinical visits

BMC Medical Informatics and Decision Making(2024)10.1186/s12911-024-02711-z

N/A

0DataRank · unranked

6 citations

Sara Hejazi, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Jennifer L. St. Sauver +2 more

Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health

PubMed(2023)10.18653/v1/2023.bionlp-1.27

N/A

0DataRank · unranked

10 citations

Muskan Garg, Vijay Mago, Sunghwan Sohn, Chandreen Liyanage

LoST: A Mental Health Dataset of Low Self-Esteem in Reddit Posts

PubMed(2023)10.1109/smc53992.2023.10394671

N/A

0DataRank · unranked

8 citations

Manas Gaur, Raxit Goswami, Sunghwan Sohn, Muskan Garg

Harnessing Transfer Learning for Dementia Prediction: Leveraging Sex-Different Mild Cognitive Impairment Prognosis

PubMed(2023)10.1109/bibm58861.2023.10385516

N/A

0DataRank · unranked

5 citations

Muskan Garg, Sunyang Fu, Surjodeep Sarkar, Maria Vassilaki, Ronald C. Petersen +3 more

Muskan Garg

Indexed papers

Top data-sharing exemplar

Papers