2025-01-20 11:04 |
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2025-01-20 10:49 |
[DZNE-2025-00171]
Journal Article
Perrakis, K. ; Lartigue, T.-A.-J. ; Dondelinger, F. ; et al
Regularized Joint Mixture Models
Regularized regression models are well studied and, under appropriate conditions, offerfast and statistically interpretable results. However, large data in many applications areheterogeneous in the sense of harboring distributional differences between latent groups.Then, the assumption that the conditional distribution of response Y given features X is thesame for all samples may not hold. [...]
OpenAccess: PDF PDF (PDFA); External link: Fulltext
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2025-01-20 09:58 |
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2025-01-20 09:56 |
[DZNE-2025-00168]
Journal Article
Teipel, S. ; Akmatov, M. ; Michalowsky, B. ; et al
Timing of risk factors, prodromal features, and comorbidities of dementia from a large health claims case-control study.
Many risk factors for dementia have been identified, but the timing of risk is less well understood. Here, we analyzed risk factors in a case-control study covering 10 years before an incident dementia diagnosis.We designed a case-control study using insurance claims of outpatient consultations of patients with German statutory health insurance between January 1, 2012, and December 31, 2022. [...]
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2025-01-20 09:55 |
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2025-01-20 09:51 |
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2025-01-17 16:26 |
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2025-01-17 16:24 |
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2025-01-17 16:18 |
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2025-01-16 17:37 |
[DZNE-2025-00160]
Journal Article
Blotenberg, I. ; Wittström, F. ; Michalowsky, B. ; et al
Modifiable risk factors and symptom progression in dementia over up to 8 years-Results of the DelpHi-MV trial.
This study investigated the association between modifiable factors and symptom progression in dementia over up to 8 years.Multilevel growth curve models assessed the role of modifiable risk factors (low education, hearing impairment and its treatment, depression, physical inactivity, diabetes and its treatment, smoking, hypertension and its treatment, obesity, alcohol consumption, social isolation, and visual impairment) on cognitive and functional trajectories in 353 people with dementia.Higher education was associated with higher initial cognitive status but faster decline. Antidiabetic medication was associated with slower cognitive decline, whereas depression and visual impairment were linked to low baseline functioning and faster cognitive decline.Several modifiable risk factors influenced symptom progression. [...]
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