Martin Becker

Also affiliated with Technische Universität Darmstadt, Artificial Intelligence in Medicine (Canada), University of Rostock, Stanford University

Computer ScienceMedicine

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 6%percentile

0.331Author 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.

Multimodal machine learning for modeling infant head circumference, mothers’ milk composition, and their shared environment

Scientific Reports(2024)10.1038/s41598-024-52323-w

Top 52%

0.331DataRank

Top 52%6 citations

Kelsey Fehr, Stephanie Goguen, Kozeta Miliku, Catherine J. Field, Bianca Robertson +13 more

Papers

Driven by 28 papers — median percentile 48. Top paper: “Integrated trajectories of the maternal metabolome, proteome, and immunome predict labor onset”.

Integrated trajectories of the maternal metabolome, proteome, and immunome predict labor onset

Science Translational Medicine(2021)10.1126/scitranslmed.abd9898

N/A

3.1DataRank · unranked

147 citations

Mohammad Sajjad Ghaemi, Xiaoyuan Han, Kazuo Ando, Julien Hédou, Dorien Feyaerts +33 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

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

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

JAMA Network Open(2020)10.1001/jamanetworkopen.2020.29655

N/A

0.704DataRank · unranked

108 citations

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

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

A data-driven health index for neonatal morbidities

iScience(2022)10.1016/j.isci.2022.104143

N/A

0.400DataRank · unranked

5 citations

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

SPACEc: a streamlined, interactive Python workflow for multiplexed image processing and analysis

Nature Communications(2025)10.1038/s41467-025-65658-3

N/A

0.385DataRank · unranked

12 citations

Tim Kempchen, Martin Becker, Maximilian Haist, Dorien Feyaerts, Jiaqi Liu +9 more

Multimodal machine learning for modeling infant head circumference, mothers’ milk composition, and their shared environment

Scientific Reports(2024)10.1038/s41598-024-52323-w

Top 52%

0.331DataRank

Top 52%6 citations

Kelsey Fehr, Stephanie Goguen, Kozeta Miliku, Catherine J. Field, Bianca Robertson +13 more

Pregnancy-acquired memory CD4+ regulatory T cells improve pregnancy outcome in mice

Nature Communications(2025)10.1038/s41467-025-61572-w

N/A

0.312DataRank · unranked

7 citations

Christopher Urbschat, Julia Isabel Amambay Riquelme, Lisa Sophie Ahrendt, Ronja Wöhrle, Steven Schepanski +10 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

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

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

Association of pregnancy complications and postpartum maternal leukocyte telomeres in two diverse cohorts: a nested case-control study

BMC Pregnancy and Childbirth(2024)10.1186/s12884-024-06688-5

N/A

0.241DataRank · unranked

4 citations

Xiaobin Wang, Jonathan A. Mayo, Ronald J. Wong, Xiumei Hong, Martin Becker +7 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

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

Mode of delivery predicts postpartum maternal leukocyte telomere length

European Journal of Obstetrics & Gynecology and Reproductive Biology(2024)10.1016/j.ejogrb.2024.07.026

N/A

0DataRank · unranked

0 citations

Jonathan A. Mayo, Ronald J. Wong, Martin Becker, Dorien Feyaerts, Ivana Marić +9 more

Evidence for human milk as a biological system and recommendations for study design-a report from "Breastmilk Ecology: Genesis of Infant Nutrition (BEGIN)" Working Group 4

UNC Libraries(2024)10.17615/t5xf-ep24

N/A

0DataRank · unranked

0 citations

Alison Steiber, Daniel J. Raiten, Martin Becker, Nima Aghaeepour, Aline Andres +7 more

Identification of Salivary Antigens from the Deer Tick Ixodes Scapularis as Novel Vaccine Candidates

10.23860/thesis-becker-martin-2013

N/A

0DataRank · unranked

0 citations

Martin Becker

Risk assessment analysis for maternal autoantibody-related autism (MAR-ASD): a subtype of autism

Molecular Psychiatry(2021)10.1038/s41380-020-00998-8

N/A

0DataRank · unranked

55 citations

Martin Becker, Miriam Nuño, Joseph Schauer, Nima Aghaeepour, Judy Van de Water +1 more

Single-synapse analyses of Alzheimer’s disease implicate pathologic tau, DJ1, CD47, and ApoE

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.06.14.448240

N/A

0DataRank · unranked

3 citations

Chandresh R. Gajera, Candace C. Liu, Kausalia Vijayaragavan, Alan L. Chang, Martin Becker +18 more

Evidence for human milk as a biological system and recommendations for study design—a report from “Breastmilk Ecology: Genesis of Infant Nutrition (BEGIN)” Working Group 4

American Journal of Clinical Nutrition(2023)10.1016/j.ajcnut.2022.12.021

N/A

0DataRank · unranked

41 citations

Nima Aghaeepour, Aline Andres, Meghan B. Azad, Martin Becker, Susan E. Carlson +7 more

Computational Approaches for Connecting Maternal Stress to Preterm Birth

Clinics in Perinatology(2024)10.1016/j.clp.2024.02.003

N/A

0DataRank · unranked

2 citations

Bjarne C. Hiller, Ina A. Stelzer, Kristin Thiele, Yuqi Tan, Martin Becker +1 more

Martin Becker

Indexed papers

Top data-sharing exemplar

Papers