Guillermo Cecchi

Also affiliated with IBM Research - Thomas J. Watson Research Center, Icahn School of Medicine at Mount Sinai

NeurosciencePsychologyMedicine

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

3.3Author 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.

Answer ALS, a large-scale resource for sporadic and familial ALS combining clinical and multi-omics data from induced pluripotent cell lines

Nature Neuroscience(2022)10.1038/s41593-021-01006-0

Top 7%

3.1DataRank

Top 7%159 citations

Terri G. Thompson, Jonathan Li, Julia Kaye, Ryan G. Lim, Jie Wu +95 more

Papers

Driven by 23 papers — median percentile 65. Top paper: “Answer ALS, a large-scale resource for sporadic and familial ALS combining clinical and multi-omics data from induced pluripotent cell lines”.

Answer ALS, a large-scale resource for sporadic and familial ALS combining clinical and multi-omics data from induced pluripotent cell lines

Nature Neuroscience(2022)10.1038/s41593-021-01006-0

Top 7%

3.1DataRank

Top 7%159 citations

Terri G. Thompson, Jonathan Li, Julia Kaye, Ryan G. Lim, Jie Wu +95 more

Identifying patterns in amyotrophic lateral sclerosis progression from sparse longitudinal data

Nature Computational Science(2022)10.1038/s43588-022-00299-w

N/A

1.8DataRank · unranked

54 citations

Kristen Severson, Soumya Ghosh, Karen Sachs, Answer ALS, Emily G. Baxi +94 more

Predicting placebo analgesia in patients with chronic pain using natural language processing: a preliminary validation study

Pain(2022)10.1097/j.pain.0000000000002808

N/A

0.582DataRank · unranked

13 citations

Sara Berger, Taha Abdullah, Étienne Vachon‐Presseau, Guillermo Cecchi, A. Vania Apkarian +1 more

Bridging Science and Hope: integrating and Communicating Lived experience in Accelerating Medicines Partnership® Schizophrenia Program

Schizophrenia(2025)10.1038/s41537-025-00572-7

N/A

0.241DataRank · unranked

4 citations

Beier Yao, Lisa Brown, S. Sánchez García, Arundati Nagendra, Kota Chin +40 more

Data analysis strategies for the Accelerating Medicines Partnership® Schizophrenia Program

Schizophrenia(2025)10.1038/s41537-025-00561-w

Top 63%

0.215DataRank

Top 63%3 citations

Pablo Polosecki, Jean Addington, Celso Arango, Ameneh Asgari-Targhi, Tashrif Billah +58 more

Differential Expression of Anomalous Self-Experiences in Spontaneous Speech in Clinical High-Risk and Early-Course Psychosis Quantified by Natural Language Processing

Biological Psychiatry Cognitive Neuroscience and Neuroimaging(2023)10.1016/j.bpsc.2023.06.007

N/A

0DataRank · unranked

13 citations

Alexandria Selloni, Zarina Bilgrami, Cansu Sarac, Alessia McGowan, Matthew Cotter +16 more

Multimodal fusion of brain signals for robust prediction of psychosis transition

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.10.25.563602

N/A

0DataRank · unranked

1 citations

Pablo Polosecki, Eduardo Castro, Cheryl M. Corcoran, Guillermo Cecchi, Tiziano Colibazzi +1 more

Disease related changes in ATAC-seq of iPSC-derived motor neuron lines from ALS patients and controls

Nature Communications(2024)10.1038/s41467-024-47758-8

N/A

0DataRank · unranked

13 citations

Kelsey Valentine, Velina Kozareva, Aneesh Donde, Aaron P. Frank, Susan Lei +95 more

Multimodal fusion of brain signals for robust prediction of psychosis transition

Schizophrenia(2024)10.1038/s41537-024-00464-2

N/A

0DataRank · unranked

7 citations

Pablo Polosecki, Eduardo Castro, Cheryl M. Corcoran, Guillermo Cecchi, Tiziano Colibazzi +1 more

COMPASS: Computational Mapping of Patient-Therapist Alliance Strategies with Language Modeling

arXiv (Cornell University)(2024)10.48550/arxiv.2402.14701

N/A

0DataRank · unranked

0 citations

Djallel Bouneffouf, Yulia Landa, Rachel Jespersen, Cheryl M. Corcoran, Guillermo Cecchi +1 more

COMPASS: Computational mapping of patient-therapist alliance strategies with language modeling

Translational Psychiatry(2025)10.1038/s41398-025-03379-3

N/A

0DataRank · unranked

8 citations

Djallel Bouneffouf, Yulia Landa, Rachel Jespersen, Cheryl M. Corcoran, Guillermo Cecchi +1 more

The MR neuroimaging protocol for the Accelerating Medicines Partnership® Schizophrenia Program

Schizophrenia(2025)10.1038/s41537-025-00581-6

N/A

0DataRank · unranked

8 citations

Kang Ik K. Cho, Alan Anticevic, Nicolas R. Bolo, Sylvain Bouix, Dylan Campbell +82 more

Enabling FAIR data stewardship in complex international multi-site studies: Data Operations for the Accelerating Medicines Partnership® Schizophrenia Program

Schizophrenia(2025)10.1038/s41537-025-00560-x

N/A

0DataRank · unranked

8 citations

Kang Ik K. Cho, Owen Borders, Yoonho Chung, Michaela Ennis, Grace R. Jacobs +63 more

Incidence, Prevalence, and Stability of Remission in Individuals With Clinical High Risk for Psychosis

JAMA Network Open(2025)10.1001/jamanetworkopen.2025.25644

N/A

0DataRank · unranked

3 citations

Grace R. Jacobs, Jenna Reinen, Daniel H. Mathalon, Cheryl M. Corcoran, Abraham Reichenberg +19 more

Collecting language, speech acoustics, and facial expression to predict psychosis and other clinical outcomes: strategies from the AMP® SCZ initiative

Schizophrenia(2025)10.1038/s41537-025-00669-z

N/A

0DataRank · unranked

2 citations

Eduardo Castro, Carla Agurto, Einat Liebenthal, Michaela Ennis, Justin T. Baker +72 more

Advancing the prediction and understanding of placebo responses in chronic back pain using large language models

medRxiv(2025)10.1101/2025.01.21.25320888

N/A

0DataRank · unranked

1 citations

Dan Furrer, Sara Berger, Guillermo Cecchi, Joana Ferreira‐Gomes, Fani Neto +4 more

Measuring the Cognitive and Experiential Impact of Chronic Pain in Open-Ended Narrative

Brain stimulation(2025)10.1016/j.brs.2025.05.060

N/A

0DataRank · unranked

0 citations

Guillermo Cecchi, Paul Geha, Raquel Norel

Language as a biomarker for psychosis: A natural language processing approach

Schizophrenia Research(2020)10.1016/j.schres.2020.04.032

N/A

0DataRank · unranked

188 citations

Vijay A. Mittal, Carrie E. Bearden, Raquel E. Gur, Kasia Hitczenko, Zarina Bilgrami +4 more

Advancing the Prediction and Understanding of Placebo Responses in Chronic Back Pain Using Large Language Models

European Journal of Pain(2025)10.1002/ejp.70184

N/A

0DataRank · unranked

0 citations

Dan Furrer, Sara Berger, Guillermo Cecchi, Joana Ferreira‐Gomes, Fani Neto +4 more

From discourse to pathology: Automatic identification of Parkinson's disease patients via morphological measures across three languages

Cortex(2020)10.1016/j.cortex.2020.08.020

N/A

0DataRank · unranked

44 citations

Mélody Courson, Lucas Sedeño, Katharina Rogg, Juan Rafael Orozco‐Arroyave, Elmar Nöth +12 more

Natural language processing reveals vulnerable mental health support groups and heightened health anxiety on Reddit during COVID-19: an observational study

PsyArXiv (OSF Preprints)(2020)10.31234/osf.io/xvwcy

N/A

0DataRank · unranked

39 citations

Laurie Rumker, Tanya Talkar, John Torous, Guillermo Cecchi, Satrajit S. Ghosh +1 more

Predicting human decision making in psychological tasks with recurrent neural networks

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.11.15.468588

N/A

0DataRank · unranked

3 citations

Djallel Bouneffouf, Guillermo Cecchi, Baihan Lin

Construct validity for computational linguistic metrics in individuals at clinical risk for psychosis: Associations with clinical ratings

Schizophrenia Research(2022)10.1016/j.schres.2022.01.019

N/A

0DataRank · unranked

48 citations

Cansu Sarac, Agrima Srivastava, Shaynna N. Herrera, Matilda Azis, Shalaila S. Haas +6 more

Guillermo Cecchi

Indexed papers

Top data-sharing exemplar

Papers