Eloïse Berson

Also affiliated with Université Paris Sciences et Lettres, Stanford Medicine, Institut Curie, Stanford University

Biochemistry, Genetics and Molecular BiologyComputer ScienceNeuroscienceMedicine

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 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 22 papers. Top paper: “Deep representation learning identifies associations between physical activity and sleep patterns during pregnancy and prematurity”.

Deep representation learning identifies associations between physical activity and sleep patterns during pregnancy and prematurity

npj Digital Medicine(2023)10.1038/s41746-023-00911-x

N/A

1.3DataRank · unranked

40 citations

Camilo Espinosa, Eloïse Berson, Thanaphong Phongpreecha, Peinan Zhao, Martin Becker +16 more

Whole genome deconvolution unveils Alzheimer’s resilient epigenetic signature

Nature Communications(2023)10.1038/s41467-023-40611-4

N/A

0.720DataRank · unranked

23 citations

Anjali Sreenivas, Thanaphong Phongpreecha, Amalia Perna, Fiorella C. Grandi, Lei Xue +14 more

A machine learning approach to leveraging electronic health records for enhanced omics analysis

Nature Machine Intelligence(2025)10.1038/s42256-024-00974-9

N/A

0.578DataRank · unranked

46 citations

Camilo Espinosa, David Seong, S. Momsen Reincke, Eloïse Berson, Jonathan D. Reiss +15 more

Data-driven longitudinal characterization of neonatal health and morbidity

Science Translational Medicine(2023)10.1126/scitranslmed.adc9854

N/A

0.557DataRank · unranked

40 citations

Jonathan D. Reiss, Jacquelyn Roger, Alice Tang, Alan L. Chang, Martin Becker +28 more

Multiomic signals associated with maternal epidemiological factors contributing to preterm birth in low- and middle-income countries

Science Advances(2023)10.1126/sciadv.ade7692

N/A

0.538DataRank · unranked

35 citations

Waqasuddin Khan, Rasheda Khanam, Sayan Das, Javairia Khalid, Jesmin Pervin +52 more

Large-scale correlation network construction for unraveling the coordination of complex biological systems

Nature Computational Science(2023)10.1038/s43588-023-00429-y

N/A

0.533DataRank · unranked

34 citations

Huda Nassar, Camilo Espinosa, Ina A. Stelzer, Dorien Feyaerts, Eloïse Berson +25 more

Prediction of neuropathologic lesions from clinical data

Alzheimer s & Dementia(2023)10.1002/alz.12921

N/A

0.425DataRank · unranked

16 citations

Brenna Cholerton, Syed Bukhari, Alan L. Chang, Davide De Francesco, Melan Thuraiappah +19 more

Unlocking human immune system complexity through AI

Nature Methods(2024)10.1038/s41592-024-02351-1

N/A

0.406DataRank · unranked

14 citations

Philip Chung, Camilo Espinosa, Thomas J. Montine, Nima Aghaeepour, Eloïse Berson

Quantitative estimate of cognitive resilience and its medical and genetic associations

Alzheimer s Research & Therapy(2023)10.1186/s13195-023-01329-z

N/A

0.360DataRank · unranked

10 citations

Dana Godrich, Eloïse Berson, Camilo Espinosa, Yeasul Kim, Brenna Cholerton +13 more

Revealing the impact of lifestyle stressors on the risk of adverse pregnancy outcomes with multitask machine learning

Frontiers in Pediatrics(2022)10.3389/fped.2022.933266

N/A

0.292DataRank · unranked

6 citations

Jennifer Dai, Alan L. Chang, Dorien Feyaerts, Ina A. Stelzer, Miao Zhang +27 more

Generating pregnant patient biological profiles by deconvoluting clinical records with electronic health record foundation models

Briefings in Bioinformatics(2024)10.1093/bib/bbae574

N/A

0.269DataRank · unranked

5 citations

Samson Mataraso, Camilo Espinosa, Eloïse Berson, S. Momsen Reincke, Lei Xue +13 more

Cross-species comparative analysis of single presynapses

Scientific Reports(2023)10.1038/s41598-023-40683-8

N/A

0.241DataRank · unranked

4 citations

Chandresh R. Gajera, Thanaphong Phongpreecha, Amalia Perna, Syed Bukhari, Martin Becker +16 more

Deep learning-based cell type profiles reveal signatures of Alzheimer’s disease resilience and resistance

Brain(2025)10.1093/brain/awaf285

N/A

0.241DataRank · unranked

4 citations

Amalia Perna, Syed Bukhari, Yeasul Kim, Lei Xue, David Seong +9 more

In‐silico generation of high‐dimensional immune response data in patients using a deep neural network

Cytometry Part A(2022)10.1002/cyto.a.24709

N/A

0.227DataRank · unranked

3 citations

Neda Hajiakhoond Bidoki, Ina A. Stelzer, Martin Becker, Ivana Marić, Alan L. Chang +11 more

Development and validation of a pre-trained language model for neonatal morbidities: a retrospective, multicentre, prognostic study

The Lancet Digital Health(2025)10.1016/j.landig.2025.100926

N/A

0.165DataRank · unranked

2 citations

Philip Chung, Jonathan D. Reiss, Erico Tjoa, Davide De Francesco, Thanaphong Phongpreecha +24 more

Comprehensive overview of the anesthesiology research landscape: A machine Learning Analysis of 737 NIH-funded anesthesiology primary Investigator's publication trends

Heliyon(2024)10.1016/j.heliyon.2024.e29050

N/A

0.136DataRank · unranked

1 citations

Camilo Espinosa, Philip Chung, S. Momsen Reincke, Natasha Harrison, Thanaphong Phongpreecha +21 more

Epigenomic profile of GBA1 in Parkinson's disease

Parkinsonism & Related Disorders(2025)10.1016/j.parkreldis.2025.108066

N/A

0.104DataRank · unranked

1 citations

Raphael Zaghroun, Matteo Santoro, Syed Bukhari, David Seong, Chi-Hung Shu +12 more

AI-Driven Longitudinal Characterization of Neonatal Health and Morbidity

medRxiv(2022)10.1101/2022.03.31.22273233

N/A

0.104DataRank · unranked

1 citations

Jonathan D. Reiss, Jacquelyn Roger, Alice Tang, Alan L. Chang, Martin Becker +28 more

Understanding the molecular basis of resilience to Alzheimer’s disease

Frontiers in Neuroscience(2023)10.3389/fnins.2023.1311157

N/A

0DataRank · unranked

11 citations

Eloïse Berson, Thanaphong Phongpreecha, Zhi Huang, Nima Aghaeepour, James Zou +3 more

Mediterranean vs. Western diet effects on the primate cerebral cortical pre‐synaptic proteome: Relationships with the transcriptome and multi‐system phenotypes

Alzheimer s & Dementia(2025)10.1002/alz.70041

N/A

0DataRank · unranked

1 citations

Brett M. Frye, Chandresh R. Gajera, Geetha Saarunya, Amalia Perna, Thanaphong Phongpreecha +8 more

Benchmarking of pre-training strategies for electronic health record foundation models

JAMIA Open(2025)10.1093/jamiaopen/ooaf090

N/A

0DataRank · unranked

3 citations

Shreya D’Souza, David Seong, Eloïse Berson, Camilo Espinosa, Nima Aghaeepour +1 more

Mitigation of outcome conflation in predicting patient outcomes using electronic health records

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf033

N/A

0DataRank · unranked

3 citations

Camilo Espinosa, Philip Chung, Tomin James, Eloïse Berson, Nima Aghaeepour +1 more