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M

Martin Becker

university of rostock

29H-index
265Paper Count
3.6KCitation Count
Published Papers 27
Publication Date
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Evolving Markov Chains: Online Mode Discovery and Recognition From Data Streams
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-02-23
err0
errOAAI
errKutalmış Coşkun; Borahan Tümer; Bjarne C. Hiller; Martin Becker
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A machine learning model for frailty based on wearable device measurements
errCommunications Medicine
IF6.3
err2026-02-19
err0
errOAAI
errAnthony Culos; Asier Manas; Kie Shidara; Ramin Fallazadeh; Francisco Jose Garcia-Garcia; Jose Losa-Reyna; Luis M. Alegre; Leocadio Rodriguez-Manas; Alan L. Chang; Camilo Espinosa; Davide De Francesco; Thanaphong Phongpreecha; Martin Becker; Maria Xenochristou; Neal G. Ravindra; Brice Gaudilliere; Martin S. Angst; Ignacio Ara; Nima Aghaeepour
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Quantitative assessment of neonatal health using dried blood spot metabolite profiles and deep learning
errScience Translational Medicine
IF14.6
err2026-01-21
err0
PREAI
errAlan 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
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errSave
An unsupervised XAI framework for dementia detection with context enrichment
errScientific Reports
IF3.9
err2025-11-12
err0
errOAAI
errDevesh Singh; Yusuf Brima; Fedor Levin; Martin Becker; Bjarne Hiller; Andreas Hermann; Irene Villar-Munoz; Lukas Beichert; Alexander Bernhardt; Katharina Buerger; Michaela Butryn; Peter Dechent; Emrah Düzel; Michael Ewers; Klaus Fliessbach; Silka D. Freiesleben; Wenzel Glanz; Stefan Hetzer; Daniel Janowitz; Doreen Görß; Ingo Kilimann; Okka Kimmich; Christoph Laske; Johannes Levin; Andrea Lohse; Falk Luesebrink; Matthias Munk; Robert Perneczky; Oliver Peters; Lukas Preis; Josef Priller; Johannes Prudlo; Diana Prychynenko; Boris S. Rauchmann; Ayda Rostamzadeh; Nina Roy-Kluth; Klaus Scheffler; Anja Schneider; Louise Droste zu Senden; Björn H. Schott; Annika Spottke; Matthis Synofzik; Jens Wiltfang; Frank Jessen; Marc-André Weber; Stefan J. Teipel; Martin Dyrba
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Electroencephalogram features support the retrogenesis hypothesis of Alzheimer's disease: Exploratory comparison of brain changes in aging and childhood
errJournal of Alzheimer’s Disease
IF3.1
err2025-06-30
err0
PREAI
errJoão Areias Saraiva; Martin Becker; Martin Dyrba; Burcu Bölükbaş; Enrico Michele Salamone; Claudio Babiloni; Michael Kölch; Harald Hampel; Stefan Teipel; Thomas Kirste; Christoph Berger
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errSave
Infusion of young donor plasma components in older patients modifies the immune and inflammatory response to surgical tissue injury: a randomized clinical trial
errJOURNAL OF TRANSLATIONAL MEDICINE
IF7.5
err2025-02-14
err0
errOAAI
errGaudilliere, 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.
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errSave
IMPACT OF TCR AND BCR SIGNALING ON VACCINATION RESPONSE IN PREGNANT WOMEN
errJOURNAL OF REPRODUCTIVE IMMUNOLOGY
IF2.9
err2025-02-01
err0
PREAI
errThiele, Kristin; Urbschat, Christopher; Stelzer, Ina; Elkjaer, Maria Louise; Oubounyt, Mhaned; Kehribar, Tayyip; Pagenkemper, Mirja; Hansen, Gudula; Gaudilliere, Brice; Diemert, Anke; Becker, Martin; Baumbach, Jan; Arck, Petra
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errSave
Multimodal machine learning for modeling infant head circumference, mothers' milk composition, and their shared environment
errSCIENTIFIC REPORTS
IF3.9
err2024-02-05
err2
errOAAI
errBecker, Martin; Fehr, Kelsey; Goguen, Stephanie; Miliku, Kozeta; Field, Catherine; Robertson, Bianca; Yonemitsu, Chloe; Bode, Lars; Simons, Elinor; Marshall, Jean; Dawod, Bassel; Mandhane, Piushkumar; Turvey, Stuart E.; Moraes, Theo J.; Subbarao, Padmaja; Rodriguez, Natalie; Aghaeepour, Nima; Azad, Meghan B.
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errSave
Deep representation learning identifies associations between physical activity and sleep patterns during pregnancy and prematurity
errNPJ DIGITAL MEDICINE
IF15.1
err2023-09-28
err10
errOAAI
errRavindra, 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
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errSave
Cross-species comparative analysis of single presynapses
errSCIENTIFIC REPORTS
IF3.9
err2023-08-24
err3
errOAAI
errBerson, 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.
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errSave
Whole genome deconvolution unveils Alzheimer's resilient epigenetic signature
errNATURE COMMUNICATIONS
IF15.7
err2023-08-16
err5
errOAAI
errBerson, 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.
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errSave
Multiomic signals associated with maternal epidemiological factors contributing to preterm birth in low- and middle-income countries
errSCIENCE ADVANCES
IF12.5
err2023-05-26
err13
errOAAI
errEspinosa, 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
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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
errAMERICAN JOURNAL OF CLINICAL NUTRITION
IF6.9
err2023-05-01
err15
errOAAI
errDonovan, Sharon M.; Aghaeepour, Nima; Andres, Aline; Azad, Meghan B.; Becker, Martin; Carlson, Susan E.; Jarvinen, Kirsi M.; Lin, Weili; Lonnerdal, Bo; Slupsky, Carolyn M.; Steiber, Alison L.; Raiten, Daniel J.
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errSave
Large-scale correlation network construction for unraveling the coordination of complex biological systems
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2023-04-13
err12
errOAAI
errBecker, 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
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errSave
Data-driven longitudinal characterization of neonatal health and morbidity
errSCIENCE TRANSLATIONAL MEDICINE
IF14.6
err2023-02-15
err13
PREAI
errDe 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
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Prediction of neuropathologic lesions from clinical data
errALZHEIMERS & DEMENTIA
IF11.1
err2023-01-21
err5
errOAAI
errPhongpreecha, Thanaphong; Cholerton, Brenna; Bhukari, Syed; Chang, Alan L. L.; De Francesco, Davide; Thuraiappah, Melan; Godrich, Dana; Perna, Amalia; Becker, Martin G.; Ravindra, Neal G.; Espinosa, Camilo; Kim, Yeasul; Berson, Eloise; Mataraso, Samson; Sha, Sharon J. J.; Fox, Edward J.; Montine, Kathleen S.; Baker, Laura D.; Craft, Suzanne; White, Lon; Poston, Kathleen L.; Beecham, Gary; Aghaeepour, Nima; Montine, Thomas J.
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errSave
Early prediction and longitudinal modeling of preeclampsia from multiomics
errPATTERNS
IF7.4
err2022-12-01
err24
errOAAI
errMaric, Ivana; Contrepois, Kevin; Moufarrej, Mira N.; Stelzer, Ina A.; Feyaerts, Dorien; Han, Xiaoyuan; Tang, Andy; Stanley, Natalie; Wong, Ronald J.; Traber, Gavin M.; Ellenberger, Mathew; Chang, Alan L.; Fallahzadeh, Ramin; Nassar, Huda; Becker, Martin; Xenochristou, Maria; Espinosa, Camilo; De Francesco, Davide; Ghaemi, Mohammad S.; Costello, Elizabeth K.; Culos, Anthony; Ling, Xuefeng B.; Sylvester, Karl G.; Darmstadt, Gary L.; Winn, Virginia D.; Shaw, Gary M.; Relman, David A.; Quake, Stephen R.; Angst, Martin S.; Snyder, Michael P.; Stevenson, David K.; Gaudilliere, Brice; Aghaeepour, Nima
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The power of ESG transparency: The effect of the new SFDR sustainability labels on mutual funds and individual investors
errFINANCE RESEARCH LETTERS
IF6.9
err2022-06-01
err48
PREAI
errBecker, Martin G.; Martin, Fabio; Walter, Andreas
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Single-synapse analyses of Alzheimer's disease implicate pathologic tau, DJ1, CD47, and ApoE
errSCIENCE ADVANCES
IF12.5
err2021-12-17
err15
errOAAI
errPhongpreecha, Thanaphong; Gajera, Chandresh R.; Liu, Candace C.; Vijayaragavan, Kausalia; Chang, Alan L.; Becker, Martin; Fallahzadeh, Ramin; Fernandez, Rosemary; Postupna, Nadia; Sherfield, Emily; Tebaykin, Dmitry; Latimer, Caitlin; Shively, Carol A.; Register, Thomas C.; Craft, Suzanne; Montine, Kathleen S.; Fox, Edward J.; Poston, Kathleen L.; Keene, C. Dirk; Angelo, Michael; Bendall, Sean C.; Aghaeepour, Nima; Montine, Thomas J.
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errSave
Objective Activity Parameters Track Patient-specific Physical Recovery Trajectories After Surgery and Link With Individual Preoperative Immune States
errANNALS OF SURGERY
IF6.4
err2021-10-08
err11
errOAAI
errFallahzadeh, Ramin; Verdonk, Franck; Ganio, Ed; Culos, Anthony; Stanley, Natalie; Maric, Ivana; Chang, Alan L.; Becker, Martin; Phongpreecha, Thanaphong; Xenochristou, Maria; De Francesco, Davide; Espinosa, Camilo; Gao, Xiaoxiao; Tsai, Amy; Sultan, Pervez; Tingle, Martha; Amanatullah, Derek F.; Huddleston, James, I; Goodman, Stuart B.; Gaudilliere, Brice; Angst, Martin S.; Aghaeepour, Nima
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Research Directions

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