Ivana Marić

Also affiliated with Stanford University

Computer ScienceEngineeringMedicine

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 25 papers. Top paper: “Early prediction of preeclampsia via machine learning”.

Early prediction of preeclampsia via machine learning

American Journal of Obstetrics & Gynecology MFM(2020)10.1016/j.ajogmf.2020.100100

N/A

0.743DataRank · unranked

141 citations

Abraham Tsur, Nima Aghaeepour, Andrea Montanari, David K. Stevenson, Gary M. Shaw +2 more

A Peripheral Immune Signature of Labor Induction

Frontiers in Immunology(2021)10.3389/fimmu.2021.725989

N/A

0.726DataRank · unranked

22 citations

Julien Hédou, Dorien Feyaerts, Xiaoyuan Han, Edward A. Ganio, Eileen S. Tsai +14 more

Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions

Nature Machine Intelligence(2020)10.1038/s42256-020-00232-8

N/A

0.670DataRank · unranked

86 citations

Amy S. Tsai, Natalie Stanley, Martin Becker, Mohammad Sajjad Ghaemi, David R. McIlwain +26 more

Data-Driven Modeling of Pregnancy-Related Complications

Trends in Molecular Medicine(2021)10.1016/j.molmed.2021.01.007

N/A

0.635DataRank · unranked

68 citations

Martin Becker, Ivana Marić, Ronald J. Wong, Gary M. Shaw, Brice Gaudillière +12 more

Early prediction and longitudinal modeling of preeclampsia from multiomics

Patterns(2022)10.1016/j.patter.2022.100655

N/A

0.612DataRank · unranked

58 citations

Kévin Contrepois, Mira N. Moufarrej, Ina A. Stelzer, Dorien Feyaerts, Xiaoyuan Han +28 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

Target-agnostic drug prediction integrated with medical record analysis uncovers differential associations of statins with increased survival in COVID-19 patients

PLoS Computational Biology(2023)10.1371/journal.pcbi.1011050

N/A

0.403DataRank · unranked

11 citations

Tomiko Oskotsky, Ivana Marić, Shruti Kaushal, Takako Takeda, Viktor Horváth +18 more

Multiomics Longitudinal Modeling of Preeclamptic Pregnancies

Research Square(2021)10.21203/rs.3.rs-138586/v1

N/A

0.269DataRank · unranked

5 citations

Kévin Contrepois, Mira N. Moufarrej, Ina A. Stelzer, Dorien Feyaerts, Xiaoyuan Han +28 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

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

0DataRank · unranked

6 citations

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

A data-driven health index for neonatal morbidities

iScience(2022)10.1016/j.isci.2022.104143

N/A

0DataRank · unranked

5 citations

Yair J. Blumenfeld, Ivana Marić, Jonathan A. Mayo, Alan L. Chang, Ramin Fallahzadeh +16 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

0DataRank · unranked

3 citations

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

Omics approaches: interactions at the maternal–fetal interface and origins of child health and disease

Pediatric Research(2022)10.1038/s41390-022-02335-x

N/A

0DataRank · unranked

27 citations

Nima Aghaeepour, Ivana Marić, Ronald J. Wong, David K. Stevenson, Lauren L. Jantzie +1 more

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

0DataRank · unranked

39 citations

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

Data-driven longitudinal characterization of neonatal health and morbidity

Science Translational Medicine(2023)10.1126/scitranslmed.adc9854

N/A

0DataRank · unranked

37 citations

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

Mortality Risk Among Patients With COVID-19 Prescribed Selective Serotonin Reuptake Inhibitor Antidepressants

JAMA Network Open(2021)10.1001/jamanetworkopen.2021.33090

N/A

0DataRank · unranked

139 citations

Ivana Marić, Alice Tang, Boris Oskotsky, Ronald J. Wong, Nima Aghaeepour +3 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

0DataRank · unranked

34 citations

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

Multiomics Characterization of Preterm Birth in Low- and Middle-Income Countries

JAMA Network Open(2020)10.1001/jamanetworkopen.2020.29655

N/A

0DataRank · unranked

107 citations

Sunil Sazawal, Abdullah H Baqui, Muhammad Imran Nisar, Usha Dhingra, Rasheda Khanam +73 more

Stabl: sparse and reliable biomarker discovery in predictive modeling of high-dimensional omic data

Research Square(2023)10.21203/rs.3.rs-2609859/v1

N/A

0DataRank · unranked

5 citations

Ivana Marić, Grégoire Bellan, Jakob Einhaus, Dyani Gaudillière, François-Xavier Ladant +16 more

Discovery of sparse, reliable omic biomarkers with Stabl

Nature Biotechnology(2024)10.1038/s41587-023-02033-x

N/A

0DataRank · unranked

77 citations

Ivana Marić, Grégoire Bellan, Jakob Einhaus, Dyani Gaudillière, François-Xavier Ladant +23 more

Hydroxychloroquine in Lupus Pregnancy and Risk of Preeclampsia

Arthritis & Rheumatology(2024)10.1002/art.42793

N/A

0DataRank · unranked

21 citations

Ivana Marić, Yashaar Chaichian, Eliza Chakravarty, Miranda Cantu, Michael H. Weisman +4 more

Predicting Spontaneous Preterm Birth Using the Immunome

Clinics in Perinatology(2024)10.1016/j.clp.2024.02.013

N/A

0DataRank · unranked

7 citations

Ivana Marić, Petra Arck, Jelmer R. Prins, Nardhy Gomez‐Lopez, Brice Gaudillière +2 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

0DataRank · unranked

1 citations

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

Unbound bilirubin and risk of severe neurodevelopmental impairment in extremely low birthweight newborns

Pediatric Research(2025)10.1038/s41390-025-03872-x

N/A

0DataRank · unranked

4 citations

Ivana Marić, Ronald J. Wong, Jon E. Tyson, David K. Stevenson, Cody C. Arnold

Prenatal wildfire smoke, first trimester proteome, and subsequent child behavioral outcomes: An exploratory study

Environmental Research(2025)10.1016/j.envres.2025.123577

N/A

0DataRank · unranked

1 citations

Nima Aghaeepour, Marshall Burke, Ivana Marić, David K. Stevenson, Gary M. Shaw +2 more