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Martin Dyrba

german center for neurodegenerative diseases

29H-index
159Paper Count
2.6KCitation Count
Published Papers 57
Publication Date
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Recommendations for reporting findings from analyses using artificial intelligence and machine learning in the <i>Journal of Alzheimer's Disease</i>
errJournal of Alzheimer’s Disease
IF0
err2026-01-13
err0
PREAI
errStefan Teipel; Alexandra König; Anna-Katharine Brem; George Perry; Paula I. Moreira; James Cole; Daniel Ferreira; Martin Dyrba
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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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Midsagittal Midbrain Area and Midbrain-to-Pons-Ratio Cannot Distinguish Overlap Syndromes Between Amyotrophic Lateral Sclerosis and Progressive Supranuclear Palsy
errCLINICAL NEURORADIOLOGY
IF2.6
err2025-09-01
err0
errOAAI
errCantre, Daniel; Koenig, Jochem; Makowsky, Caroline; Dyrba, Martin; Prudlo, Johannes
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errSave
SMAS: Structural MRI-based AD Score using Bayesian supervised VAE
errComputers in Biology and Medicine
IF6.3
err2025-08-15
err0
errOAAI
errA. Nemali; J. Bernal; R. Yakupov; Singh D.; M. Dyrba; E.I. Incesoy; S. Mukherjee; O. Peters; E. Ersözlü; J. Hellmann-Regen; L. Preis; J. Priller; E. Spruth; S. Altenstein; A. Lohse; A. Schneider; K. Fliessbach; O. Kimmich; J. Wiltfang; N. Hansen; B. Schott; A. Rostamzadeh; W. Glanz; M. Butryn; K. Buerger; D. Janowitz; M. Ewers; R. Perneczky; B. Rauchmann; S. Teipel; I. Kilimann; D. Goerss; C. Laske; S. Sodenkamp; A. Spottke; M. Coenjaerts; F. Brosseron; F. Lüsebrink; P. Dechent; K. Scheffler; S. Hetzer; L. Kleineidam; M. Stark; F. Jessen; E. Duzel; G. Ziegler
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Associations between digital speech features of automated cognitive tasks and trajectories of brain atrophy and cognitive decline in early Alzheimer's disease
errJournal of Alzheimer’s Disease
IF3.1
err2025-07-20
err0
PREAI
errQingyue Li; Stefanie Koehler; Alexandra Koenig; Martin Dyrba; Elisa Mallik; Nicklas Linz; Josef Priller; Eike Spruth; Slawek Altenstein; Jens Wiltfang; Inga Zerr; Claudia Bartels; Franziska Maier; Ayda Rostamzadeh; Emrah Duezel; Wenzel Glanz; Enise I Incesoy; Michaela Butryn; Christoph Laske; Sebastian Sodenkamp; Matthias HJ Munk; Bjoern Falkenburger; Antje Osterrath; Ingo Kilimann; Melina Stark; Luca Kleineidam; Michael T Heneka; Annika Spottke; Michael Wagner; Frank Jessen; Gabor C Petzold; Fedor Levin; Stefan Teipel
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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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Modeling Alzheimer's disease: Bayesian copula graphical model from demographic, cognitive, and neuroimaging data
errJOURNAL OF ALZHEIMERS DISEASE
IF3.1
err2025-05-04
err0
errOAAI
errLucas Vogels; Reza Mohammadi; Marit Schoonhoven; Ş Ilker Birbil; Martin Dyrba
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A computational ontology framework for the synthesis of multi-level pathology reports from brain MRI scans
errJOURNAL OF ALZHEIMERS DISEASE
IF3.1
err2025-04-01
err0
PREAI
errSingh, Devesh; Grazia, Alice; Reiz, Achim; Hermann, Andreas; Altenstein, Slawek; Beichert, Lukas; Bernhardt, Alexander; Buerger, Katharina; Butryn, Michaela; Dechent, Peter; Duezel, Emrah; Ewers, Michael; Fliessbach, Klaus; Freiesleben, Silka D.; Glanz, Wenzel; Hetzer, Stefan; Janowitz, Daniel; Kilimann, Ingo; Kimmich, Okka; Laske, Christoph; Levin, Johannes; Lohse, Andrea; Luesebrink, Falk; Munk, Matthias; Perneczky, Robert; Peters, Oliver; Preis, Lukas; Priller, Josef; Prudlo, Johannes; Rauchmann, Boris S.; Rostamzadeh, Ayda; Roy-Kluth, Nina; Scheffler, Klaus; Schneider, Anja; Schneider, Luisa S.; Schott, Bjoern H.; Spottke, Annika; Spruth, Eike J.; Synofzik, Matthis; Wiltfang, Jens; Jessen, Frank; Teipel, Stefan J.; Dyrba, Martin
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Basal forebrain global functional connectivity is preserved in asymptomatic presenilin-1 E280A mutation carriers: Results from the Colombia cohort
errJPAD-JOURNAL OF PREVENTION OF ALZHEIMERS DISEASE
IF7.8
err2025-02-01
err0
errOAAI
errGrazia, Alice; Dyrba, Martin; Pomara, Nunzio; Temp, Anna G.; Grothe, Michel J.; Teipel, Stefan J.
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Brain age in genetic and idiopathic Parkinson's disease
errBRAIN COMMUNICATIONS
IF4.5
err2024-12-20
err0
errOAAI
errTeipel, Stefan J.; Hoffmann, Hauke; Storch, Alexander; Hermann, Andreas; Dyrba, Martin; Schumacher, Julia; Alzheimers Dis Neuroimaging Initiative
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Basal forebrain volume and metabolism in carriers of the Colombian mutation for autosomal dominant Alzheimer's disease
errSCIENTIFIC REPORTS
IF3.9
err2024-05-17
err2
errOAAI
errTeipel, Stefan; Grazia, Alice; Dyrba, Martin; Grothe, Michel J.; Pomara, Nunzio
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The association between posterior resting-state EEG alpha rhythms and functional MRI connectivity in older adults with subjective memory complaint
errNEUROBIOLOGY OF AGING
IF3.5
err2024-05-01
err5
errOAAI
errLopez, Susanna; Hampel, Harald; Chiesa, Patrizia Andrea; Del Percio, Claudio; Noce, Giuseppe; Lizio, Roberta; Teipel, Stefan J.; Dyrba, Martin; Gonzalez-Escamilla, Gabriel; Bakardjian, Hovagim; Cavedo, Enrica; Lista, Simone; Vergallo, Andrea; Lemercier, Pablo; Spinelli, Giuseppe; Grothe, Michel J.; Potier, Marie -Claude; Stocchi, Fabrizio; Ferri, Raffaele; Habert, Marie-Odile; Dubois, Bruno; Babiloni, Claudio
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Association of latent factors of neuroinflammation with Alzheimer's disease pathology and longitudinal cognitive decline
errALZHEIMER'S & DEMENTIA: DIAGNOSIS, ASSESSMENT & DISEASE MONITORING
IF4.4
err2024-01-10
err2
errOAAI
errTeipel, Stefan J.; Dyrba, Martin; Kleineidam, Luca; Brosseron, Frederic; Levin, Fedor; Bruno, Davide; Buerger, Katharina; Cosma, Nicoleta; Schneider, Luisa-Sophie; Duezel, Emrah; Glanz, Wenzel; Fliessbach, Klaus; Janowitz, Daniel; Kilimann, Ingo; Laske, Christoph; Munk, Matthias H.; Maier, Franziska; Peters, Oliver; Pomara, Nunzio; Perneczky, Robert; Rauchmann, Boris-Stephan; Priller, Josef; Ramirez, Alfredo; Roy, Nina; Schneider, Anja; Spottke, Annika; Spruth, Eike J.; Roeske, Sandra; Wagner, Michael; Wiltfang, Jens; Wolfsgruber, Steffen; Bartels, Claudia; Jessen, Frank; Heneka, Michael T.
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Gaussian Process-based prediction of memory performance and biomarker status in ageing and Alzheimer's disease-A systematic model evaluation
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-12-01
err6
errOAAI
errNemali, A.; Vockert, N.; Berron, D.; Maas, A.; Bernal, J.; Yakupov, R.; Peters, O.; Gref, D.; Cosma, N.; Preis, L.; Priller, J.; Spruth, E.; Altenstein, S.; Lohse, A.; Fliessbach, K.; Kimmich, O.; Vogt, I.; Wiltfang, J.; Hansen, N.; Bartels, C.; Schott, B. H.; Maier, F.; Meiberth, D.; Glanz, W.; Incesoy, E.; Butryn, M.; Buerger, K.; Janowitz, D.; Pernecky, R.; Rauchmann, B.; Burow, L.; Teipel, S.; Kilimann, I.; Goeerss, D.; Dyrba, M.; Laske, C.; Munk, M.; Sanzenbacher, C.; Mueller, S.; Spottke, A.; Roy, N.; Heneka, M.; Brosseron, F.; Roeske, S.; Dobisch, L.; Ramirez, A.; Ewers, M.; Dechent, P.; Scheffler, K.; Kleineidam, L.; Wolfsgruber, S.; Wagner, M.; Jessen, F.; Duzel, E.; Ziegler, G.
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A neuroimaging biomarker for Individual Brain-Related Abnormalities In Neurodegeneration (IBRAIN): a cross-sectional study
errECLINICALMEDICINE
IF10
err2023-11-01
err9
errOAAI
errZhao, Kun; Chen, Pindong; Alexander-Bloch, Aaron; Wei, Yongbin; Dyrba, Martin; Yang, Fan; Kang, Xiaopeng; Wang, Dawei; Fan, Dongsheng; Ye, Shan; Tang, Yi; Yao, Hongxiang; Zhou, Bo; Lu, Jie; Yu, Chunshui; Wang, Pan; Liao, Zhengluan; Chen, Yan; Huang, Longjian; Zhang, Xi; Han, Ying; Li, Shuyu; Liu, Yong
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Morphological connectivity differences in Alzheimer's disease correlate with gene transcription and cell-type
errHUMAN BRAIN MAPPING
IF3.3
err2023-10-17
err7
errOAAI
errYu, Huiying; Ding, Yanhui; Wei, Yongbin; Dyrba, Martin; Wang, Dong; Kang, Xiaopeng; Xu, Weizhi; Zhao, Kun; Liu, Yong
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Long-term environmental enrichment is associated with better fornix microstructure in older adults
errFRONTIERS IN AGING NEUROSCIENCE
IF4.5
err2023-08-28
err3
errOAAI
errKlimecki, Olga M.; Liebscher, Maxie; Gaubert, Malo; Hayek, Dayana; Zarucha, Alexis; Dyrba, Martin; Bartels, Claudia; Buerger, Katharina; Butryn, Michaela; Dechent, Peter; Dobisch, Laura; Ewers, Michael; Fliessbach, Klaus; Freiesleben, Silka Dawn; Glanz, Wenzel; Hetzer, Stefan; Janowitz, Daniel; Kilimann, Ingo; Kleineidam, Luca; Laske, Christoph; Maier, Franziska; Munk, Matthias H.; Perneczky, Robert; Peters, Oliver; Priller, Josef; Rauchmann, Boris-Stephan; Roy, Nina; Scheffler, Klaus; Schneider, Anja; Spruth, Eike Jakob; Spottke, Annika; Teipel, Stefan J.; Wiltfang, Jens; Wolfsgruber, Steffen; Yakupov, Renat; Duezel, Emrah; Jessen, Frank; Wagner, Michael; Roeske, Sandra; Wirth, Miranka; DELCODE Study Grp
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Structural and molecular cholinergic imaging markers of cognitive decline in Parkinson's disease
errBRAIN
IF11.7
err2023-07-05
err13
PREAI
errSchumacher, Julia; Kanel, Prabesh; Dyrba, Martin; Storch, Alexander; Bohnen, Nicolaas, I; Teipel, Stefan; Grothe, Michel J.
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Performance evaluation of automated white matter hyperintensity segmentation algorithms in a multicenter cohort on cognitive impairment and dementia
errFRONTIERS IN PSYCHIATRY
IF3.2
err2023-01-12
err7
errOAAI
errGaubert, Malo; Dell'Orco, Andrea; Lange, Catharina; Garnier-Crussard, Antoine; Zimmermann, Isabella; Dyrba, Martin; Duering, Marco; Ziegler, Gabriel; Peters, Oliver; Preis, Lukas; Priller, Josef; Spruth, Eike Jakob; Schneider, Anja; Fliessbach, Klaus; Wiltfang, Jens; Schott, Bjoern H.; Maier, Franziska; Glanz, Wenzel; Buerger, Katharina; Janowitz, Daniel; Perneczky, Robert; Rauchmann, Boris-Stephan; Teipel, Stefan; Kilimann, Ingo; Laske, Christoph; Munk, Matthias H.; Spottke, Annika; Roy, Nina; Dobisch, Laura; Ewers, Michael; Dechent, Peter; Haynes, John Dylan; Scheffler, Klaus; Duezel, Emrah; Jessen, Frank; Wirth, Miranka
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Coupling of the spatial distributions between sMRI and PET reveals the progression of Alzheimer's disease
errNETWORK NEUROSCIENCE
IF3.1
err2023-01-01
err3
errOAAI
errZhao, Kun; Lin, Jiaji; Dyrba, Martin; Wang, Dong; Che, Tongtong; Wu, Haoyang; Wang, Jingyu; Liu, Yong; Li, Shuyu
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Frederik Barkhof
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Massimo Filippi
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Giovanni B. Frisoni
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