Eloïse Berson - Publications, H-index & Citations

Eloïse Berson

cbio-centre for computational biology

10H指数

45论文数

300被引数

收录论文 21

发表时间

PregMedNet: Multifaceted maternal medication impacts on neonatal complications PregMedNet：多方面母体用药对新生儿并发症的影响

Nature Communications

IF15.7

2026-07-10

OAAI

Yeasul Kim; Ivana Marić; Chloe M. Kashiwagi; Lichy Han; Philip Chung; Jonathan D. Reiss; Lindsay D. Butcher; Kaitlin J. Caoili; Eloïse Berson; Lei Xue; Camilo Espinosa; Tomin James; Sayane Shome; Feng Xie; Marc Ghanem; David Seong; Alan L. Chang; S. Momsen Reincke; Samson Mataraso; Chi-Hung Shu; Davide De Francesco; Martin Becker; Wasan M. Kumar; Ronald J. Wong; Brice Gaudilliere; Martin S. Angst; Gary M. Shaw; Brian T. Bateman; David K. Stevenson; Lawrence S. Prince; Nima Aghaeepour

Multiomics characterization of acute child illness and mortality in Africa and South Asia 非洲和南亚地区急性儿童疾病和死亡的多组学表征

Nature Communications

IF15.7

2026-04-13

OAAI

Camilo A. Espinosa; James M. Njunge; Kirkby D. Tickell; Abdoulaye Hama Diallo; Abu Sadat Mohammad Sayeem Bin Shahid; Md Amran Gazi; Zaubina Kazi; Emily Yoshioka; Caroline Tigoi; Moses Mburu; Moses Ngari; Narshion Ngao; Elisha Omer; Wilson Gumbi; Bonface M. Gichuki; Anna Mitchel; Jessica Williams; Joseph Gogain; Nebojsa Janjic; Rupasri Mandal; Benjamin Jenkins; Hilary P. Browne; Yan Shao; Timothy Rozday; Mark D. Stares; Nicholas J. R. Dawson; Eloise Berson; Alan Chang; Yeasul Kim; Samson J. Mataraso; Chi-Hung Shu; Thanaphong Phongpreecha; Lei Xue; Ali Saleem; Benson Singa; Tahmeed Ahmed; Wieger P. Voskuijl; David S. Wishart; Eric R. Houpt; Jie Liu; Asad Ali; Ezekiel Mupere; Mohammod Jobayer Chisti; Robert H. J. Bandsma; Trevor D. Lawley; Albert Koulman; Christina L. Lancioni; Nima Aghaeepour; James A. Berkley; Judd L. Walson

Quantitative assessment of neonatal health using dried blood spot metabolite profiles and deep learning

Science Translational Medicine

IF14.6

2026-01-21

PREAI

Alan L. Chang; Jonathan D. Reiss; Anthony Culos; Martin Becker; Jonathan A. Mayo; Ivana Marić; Davide De Francesco; Thanaphong Phongpreecha; Camilo A. Espinosa; Samson J. Mataraso; Eloïse Berson; Yeasul Kim; Lei Xue; Feng Xie; Chi-Hung Shu; Ramin Fallahzadeh; Neda H. Bidoki; Maria Xenochristou; Miao Zhang; Jochen Profit; Henry C. Lee; Brice Gaudillière; Martin S. Angst; Steven Hawken; Kumanan Wilson; David K. Stevenson; Gary M. Shaw; Karl G. Sylvester; Nima Aghaeepour

Epigenomic profile of GBA1 in Parkinson’s disease GBA1在帕金森病中的表观基因组特征

Parkinsonism & Related Disorders

IF3.4

2025-09-27

PREAI

Eloise Berson; Raphael Zaghroun; Matteo Santoro; Syed Bukhari; David Seong; Chi-Hung Shu; Amalia Perna; Tomin James; Kathleen S. Montine; Geidy E. Serrano; Thomas G. Beach; C.Dirk Keene; Howard Y. Chang; M.Ryan Corces; Brenna Cholerton; Nima Aghaeepour; Thomas J. Montine

Deep learning-based cell type profiles reveal signatures of Alzheimer's disease resilience and resistance 基于深度学习的细胞类型图谱揭示了阿尔茨海默病的易感性与抵抗性特征

BRAIN

IF11.7

2025-09-01

OAAI

Berson, Eloise; Perna, Amalia; Bukhari, Syed; Kim, Yeasul; Xue, Lei; Seong, David; Mataraso, Samson; Ghanem, Marc; Chang, Alan L.; Montine, Kathleen S.; Keene, C. Dirk; Kasowski, Maya; Aghaeepour, Nima; Montine, Thomas J.

Benchmarking of pre-training strategies for electronic health record foundation models Mataraso, S.; D’Souza, S.; Seong, D.; Berson, E.; Espinosa, C.; Aghaeepour, N. 电子健康记录基础模型预训练策略的基准测试。JAMIA Open 2025, 8, ooaf090. [Google Scholar] [CrossRef]

JAMIA OPEN

IF3.4

2025-08-01

OAAI

Mataraso, Samson; D'Souza, Shreya; Seong, David; Berson, Eloise; Espinosa, Camilo; Aghaeepour, Nima

Mediterranean vs. Western diet effects on the primate cerebral cortical pre-synaptic proteome: Relationships with the transcriptome and multi-system phenotypes 地中海饮食与西方饮食对灵长类大脑皮质突触前蛋白质组的影响：与转录组和多系统表型的关系

ALZHEIMERS & DEMENTIA

IF11.1

2025-03-20

OAAI

Berson, E; Frye, BM; Gajera, CR; Saarunya, G; Perna, A; Phongpreecha, T; Shome, S; Negrey, JD; Aghaeepour, N; Montine, TJ; Craft, S; Register, TC; Shively, CA

Infusion of young donor plasma components in older patients modifies the immune and inflammatory response to surgical tissue injury: a randomized clinical trial

JOURNAL OF TRANSLATIONAL MEDICINE

IF7.5

2025-02-14

OAAI

Gaudilliere, Brice; Xue, Lei; Tsai, Amy S.; Gao, Xiaoxiao; Mcallister, Tiffany N.; Tingle, Martha; Porras, Gladys; Feinstein, Igor; Feyaerts, Dorien; Verdonk, Franck; Sabayev, Maximilian; Hedou, Julien; Ganio, Edward A.; Berson, Eloise; Becker, Martin; Espinosa, Camilo; Kim, Yeasul; Lehallier, Benoit; Rawner, Esther; Feng, Chunmiao; Amanatullah, Derek F.; Huddleston, James I.; Goodman, Stuart B.; Aghaeepour, Nima; Angst, Martin S.

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

BRIEFINGS IN BIOINFORMATICS

IF7.7

2024-11-15

OAAI

Seong, David; Mataraso, Samson; Espinosa, Camilo; Berson, Eloise; Reincke, S. Momsen; Xue, Lei; Kashiwagi, Chloe; Kim, Yeasul; Shu, Chi-Hung; Chung, Philip; Ghanem, Marc; Xie, Feng; Wong, Ronald J.; Angst, Martin S.; Gaudilliere, Brice; Shaw, Gary M.; Stevenson, David K.; Aghaeepour, Nima

Unlocking human immune system complexity through AI 通过AI解锁人类免疫系统的复杂性

NATURE METHODS

IF32.1

2024-08-09

PREAI

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

Single-cell peripheral immunoprofiling of lewy body and Parkinson's disease in a multi-site cohort

MOLECULAR NEURODEGENERATION

IF17.5

2024-08-01

OAAI

Phongpreecha, Thanaphong; Mathi, Kavita; Cholerton, Brenna; Fox, Eddie J.; Sigal, Natalia; Espinosa, Camilo; Reincke, Momsen; Chung, Philip; Hwang, Ling-Jen; Gajera, Chandresh R.; Berson, Eloise; Perna, Amalia; Xie, Feng; Shu, Chi-Hung; Hazra, Debapriya; Channappa, Divya; Dunn, Jeffrey E.; Kipp, Lucas B.; Poston, Kathleen L.; Montine, Kathleen S.; Maecker, Holden T.; Aghaeepour, Nima; Montine, Thomas J.

Comprehensive overview of the anesthesiology research landscape: A machine Learning Analysis of 737 NIH-funded anesthesiology primary Investigator ' s publication trends 麻醉学研究前景的全面概述: 对737名NIH资助的麻醉学主要研究者的出版趋势进行机器学习分析

HELIYON

IF3.6

2024-04-01

OAAI

Ghanem, Marc; Espinosa, Camilo; Chung, Philip; Reincke, Momsen; Harrison, Natasha; Phongpreecha, Thanaphong; Shome, Sayane; Saarunya, Geetha; Berson, Eloise; James, Tomin; Xie, Feng; Shu, Chi-Hung; Hazra, Debapriya; Mataraso, Samson; Kim, Yeasul; Seong, David; Chakraborty, Dipro; Studer, Manuel; Xue, Lei; Maric, Ivana; Chang, Alan L.; Tjoa, Erico; Gaudilliere, Brice; Tawfik, Vivianne L.; Mackey, Sean; Aghaeepour, Nima

Understanding the molecular basis of resilience to Alzheimer's disease 了解阿尔茨海默病恢复力的分子基础

FRONTIERS IN NEUROSCIENCE

IF3.2

2023-12-19

OAAI

Montine, Kathleen S.; Berson, Eloise; Phongpreecha, Thanaphong; Huang, Zhi; Aghaeepour, Nima; Zou, James Y.; Maccoss, Michael J.; Montine, Thomas J.

Quantitative estimate of cognitive resilience and its medical and genetic associations 认知弹性的定量估计及其医学和遗传关联

ALZHEIMERS RESEARCH & THERAPY

IF7.6

2023-11-06

OAAI

Phongpreecha, Thanaphong; Godrich, Dana; Berson, Eloise; Espinosa, Camilo; Kim, Yeasul; Cholerton, Brenna; Chang, Alan L.; Mataraso, Samson; Bukhari, Syed A.; Perna, Amalia; Yakabi, Koya; Montine, Kathleen S.; Poston, Kathleen L.; Mormino, Elizabeth; White, Lon; Beecham, Gary; Aghaeepour, Nima; Montine, Thomas J.

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

NPJ DIGITAL MEDICINE

IF15.1

2023-09-28

OAAI

Ravindra, Neal G.; Espinosa, Camilo; Berson, Eloise; Phongpreecha, Thanaphong; Zhao, Peinan; Becker, Martin; Chang, Alan L.; Shome, Sayane; Maric, Ivana; De Francesco, Davide; Mataraso, Samson; Saarunya, Geetha; Thuraiappah, Melan; Xue, Lei; Gaudilliere, Brice; Angst, Martin S.; Shaw, Gary M.; Herzog, Erik D.; Stevenson, David K.; England, Sarah K.; Aghaeepour, Nima

Cross-species comparative analysis of single presynapses 单种前突触的跨物种比较分析

SCIENTIFIC REPORTS

IF3.9

2023-08-24

OAAI

Berson, Eloise; Gajera, Chandresh R.; Phongpreecha, Thanaphong; Perna, Amalia; Bukhari, Syed A.; Becker, Martin; Chang, Alan L.; De Francesco, Davide; Espinosa, Camilo; Ravindra, Neal G.; Postupna, Nadia; Latimer, Caitlin S.; Shively, Carol A.; Register, Thomas C.; Craft, Suzanne; Montine, Kathleen S.; Fox, Edward J.; Keene, C. Dirk; Bendall, Sean C.; Aghaeepour, Nima; Montine, Thomas J.

Whole genome deconvolution unveils Alzheimer's resilient epigenetic signature 全基因组解卷积揭示了阿尔茨海默氏症的弹性表观遗传特征

NATURE COMMUNICATIONS

IF15.7

2023-08-16

OAAI

Berson, Eloise; Sreenivas, Anjali; Phongpreecha, Thanaphong; Perna, Amalia; Grandi, Fiorella C.; Xue, Lei; Ravindra, Neal G.; Payrovnaziri, Neelufar; Mataraso, Samson; Kim, Yeasul; Espinosa, Camilo; Chang, Alan L.; Becker, Martin; Montine, Kathleen S.; Fox, Edward J.; Chang, Howard Y.; Corces, M. Ryan; Aghaeepour, Nima; Montine, Thomas J.

Multiomic signals associated with maternal epidemiological factors contributing to preterm birth in low- and middle-income countries 与孕产妇流行病学因素相关的多组学信号导致低收入和中等收入国家的早产

SCIENCE ADVANCES

IF12.5

2023-05-26

OAAI

Espinosa, Camilo A.; Khan, Waqasuddin; Khanam, Rasheda; Das, Sayan; Khalid, Javairia; Pervin, Jesmin; Kasaro, Margaret P.; Contrepois, Kevin; Chang, Alan L.; Phongpreecha, Thanaphong; Michael, Basil; Ellenberger, Mathew; Mehmood, Usma; Hotwani, Aneeta; Nizar, Ambreen; Kabir, Furqan; Wong, Ronald J.; Becker, Martin; Berson, Eloise; Culos, Anthony; De Francesco, Davide; Mataraso, Samson; Ravindra, Neal; Thuraiappah, Melan; Xenochristou, Maria; Stelzer, Ina A.; Maric, Ivana; Dutta, Arup; Raqib, Rubhana; Ahmed, Salahuddin; Rahman, Sayedur; Hasan, A. S. M. Tarik; Ali, Said M.; Juma, Mohamed H.; Rahman, Monjur; Aktar, Shaki; Deb, Saikat; Price, Joan T.; Wise, Paul H.; Winn, Virginia D.; Druzin, Maurice L.; Gibbs, Ronald S.; Darmstadt, Gary L.; Murray, Jeffrey C.; Stringer, Jeffrey S. A.; Gaudilliere, Brice; Snyder, Michael P.; Angst, Martin S.; Rahman, Anisur; Baqui, Abdullah H.; Jehan, Fyezah; Nisar, Muhammad Imran; Vwalika, Bellington; Sazawal, Sunil; Shaw, Gary M.; Stevenson, David K.; Aghaeepour, Nima

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

NATURE COMPUTATIONAL SCIENCE

IF18.3

2023-04-13

OAAI

Becker, Martin; Nassar, Huda; Espinosa, Camilo; Stelzer, Ina A.; Feyaerts, Dorien; Berson, Eloise; Bidoki, Neda H.; Chang, Alan L.; Saarunya, Geetha; Culos, Anthony; De Francesco, Davide; Fallahzadeh, Ramin; Liu, Qun; Kim, Yeasul; Maric, Ivana; Mataraso, Samson J.; Payrovnaziri, Seyedeh Neelufar; Phongpreecha, Thanaphong; Ravindra, Neal G.; Stanley, Natalie; Shome, Sayane; Tan, Yuqi; Thuraiappah, Melan; Xenochristou, Maria; Xue, Lei; Shaw, Gary; Stevenson, David; Angst, Martin S.; Gaudilliere, Brice; Aghaeepour, Nima

Data-driven longitudinal characterization of neonatal health and morbidity

SCIENCE TRANSLATIONAL MEDICINE

IF14.6

2023-02-15

PREAI

De Francesco, Davide; Reiss, Jonathan D.; Roger, Jacquelyn; Tang, Alice S.; Chang, Alan L.; Becker, Martin; Phongpreecha, Thanaphong; Espinosa, Camilo; Morin, Susanna; Berson, Eloise; Thuraiappah, Melan; Le, Brian L.; Ravindra, Neal G.; Payrovnaziri, Seyedeh Neelufar; Mataraso, Samson; Kim, Yeasul; Xue, Lei; Rosenstein, Melissa G.; Oskotsky, Tomiko; Maric, Ivana; Gaudilliere, Brice; Carvalho, Brendan; Bateman, Brian T.; Angst, Martin S.; Prince, Lawrence S.; Blumenfeld, Yair J.; Benitz, William E.; Fuerch, Janene H.; Shaw, Gary M.; Sylvester, Karl G.; Stevenson, David K.; Sirota, Marina; Aghaeepour, Nima

研究方向