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

Robert M. Roth

Dartmouth College

ORCID: 0000-0003-4374-6569

Also affiliated with Dartmouth Hospital

MedicineNeuroscience

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 2%percentile

2.2Author 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.

Exploring Deep Transfer Learning Techniques for Alzheimer's Dementia Detection

Frontiers in Computer Science(2021)10.3389/fcomp.2021.624683

Top 10%

2.2DataRank

Top 10%58 citations

Xiaohui Liang, John A. Batsis, Robert M. Roth, Youxiang Zhu

Papers

Driven by 14 papers — median percentile 90. Top paper: “Antiepileptic drug effects on subjective and objective cognition”.

Antiepileptic drug effects on subjective and objective cognition

Epilepsy & Behavior(2020)10.1016/j.yebeh.2020.106906

N/A

2.3DataRank · unranked

65 citations

Morgan T. Mazanec, Samantha Schmidt, ANGELINE S. ANDREW, Robert M. Roth, Todd A. MacKenzie +4 more

Exploring Deep Transfer Learning Techniques for Alzheimer's Dementia Detection

Frontiers in Computer Science(2021)10.3389/fcomp.2021.624683

Top 10%

2.2DataRank

Top 10%58 citations

Xiaohui Liang, John A. Batsis, Robert M. Roth, Youxiang Zhu

Incident Impaired Cognitive Function in Sarcopenic Obesity: Data From the National Health and Aging Trends Survey

Journal of the American Medical Directors Association(2020)10.1016/j.jamda.2020.09.008

N/A

0.621DataRank · unranked

62 citations

Christian C. Haudenschild, Robert M. Roth, Tyler Gooding, Meredith N. Roderka, Travis D. Masterson +4 more

Evaluating Picture Description Speech for Dementia Detection using Image-text Alignment

arXiv (Cornell University)(2023)10.48550/arxiv.2308.07933

N/A

0.187DataRank · unranked

2 citations

Nana Lin, Xiaohui Liang, John A. Batsis, Robert M. Roth, Brian MacWhinney +1 more

Stimulation of the Thalamus for Arousal Restoral in Temporal Lobe Epilepsy (START) Clinical Trial: Modulation of Natural Sleep and Focal Seizures

medRxiv(2025)10.1101/2025.09.18.25335682

N/A

0.104DataRank · unranked

1 citations

Zheng Zhang, Václav Křemen, Zan Ahmad, Eva Alden, Joshua P. Aronson +57 more

Privacy concerns of older adults using voice assistant systems

Journal of the American Geriatrics Society(2022)10.1111/jgs.18009

N/A

0DataRank · unranked

13 citations

Tiffany Driesse, David H. Lynch, Xiaohui Liang, Robert M. Roth, David Kotz +3 more

Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data

Interspeech 2022(2022)10.21437/interspeech.2022-10862

N/A

0DataRank · unranked

6 citations

Xiaohui Liang, John A. Batsis, Robert M. Roth, Youxiang Zhu

Towards Interpretability of Speech Pause in Dementia Detection Using Adversarial Learning

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)(2022)10.1109/icassp43922.2022.9747006

N/A

0DataRank · unranked

5 citations

Bang Tran, Xiaohui Liang, John A. Batsis, Robert M. Roth, Youxiang Zhu

Randomized Laboratory Study of Single-Dose Cannabis, Dronabinol, and Placebo in Patients With Schizophrenia and Cannabis Use Disorder

Schizophrenia Bulletin(2024)10.1093/schbul/sbae097

N/A

0DataRank · unranked

5 citations

Robert M. Roth, Christi L. Trask, Jibran Y. Khokhar, James Ford, Soo Hwan Park +4 more

Evaluating Picture Description Speech for Dementia Detection using Image-text Alignment

UNC Libraries(2025)10.17615/mw2x-r483

N/A

0DataRank · unranked

0 citations

Youxiang Zhu, John A. Batsis, Brian MacWhinney, Xiaohui Liang, Robert M. Roth +1 more

Stability of Subjective Executive Functioning in Older Adults with aMCI and Subjective Cognitive Decline

Archives of Clinical Neuropsychology(2020)10.1093/arclin/acaa129

N/A

0DataRank · unranked

10 citations

Robert M. Roth, Laura A. Rabin, Jessica Englert, Laura A. Flashman, Andrew J. Saykin +1 more

Evaluating voice-assistant commands for dementia detection

Computer Speech & Language(2021)10.1016/j.csl.2021.101297

N/A

0DataRank · unranked

43 citations

John A. Batsis, Youxiang Zhu, Tiffany Driesse, Robert M. Roth, David Kotz +1 more

Modified STEADI Fall Risk Categories Predict Incident Cognitive Impairment

Journal of the American Geriatrics Society(2021)10.1111/jgs.17034

N/A

0DataRank · unranked

6 citations

Christian C. Haudenschild, Matthew C. Lohman, Robert M. Roth, Meredith N. Roderka, Travis D. Masterson +5 more

WavBERT: Exploiting Semantic and Non-Semantic Speech Using Wav2vec and BERT for Dementia Detection

PubMed(2021)10.21437/interspeech.2021-332

N/A

0DataRank · unranked

52 citations

Abdelrahman Obyat, Xiaohui Liang, John A. Batsis, Robert M. Roth, Youxiang Zhu