User profiles for Colin Birkenbihl
Colin BirkenbihlBiomedical AI at MGH & Harvard Medical School Verified email at mgh.harvard.edu Cited by 320 |
[HTML][HTML] Differences in cohort study data affect external validation of artificial intelligence models for predictive diagnostics of dementia-lessons for translation into …
Artificial intelligence (AI) approaches pose a great opportunity for individualized, pre-symptomatic
disease diagnosis which plays a key role in the context of personalized, predictive, …
disease diagnosis which plays a key role in the context of personalized, predictive, …
Evaluating the Alzheimer's disease data landscape
C Birkenbihl, Y Salimi… - … Research & Clinical …, 2020 - Wiley Online Library
Introduction Numerous studies have collected Alzheimer's disease (AD) cohort data sets. To
achieve reproducible, robust results in data‐driven approaches, an evaluation of the …
achieve reproducible, robust results in data‐driven approaches, an evaluation of the …
Unraveling the heterogeneity in Alzheimer's disease progression across multiple cohorts and the implications for data‐driven disease modeling
… Colin Birkenbihl and Yasamin Salimi contributed equally to this work. … Yasamin Salimi and
Colin Birkenbihl implemented the methods and ran the experiments. Colin Birkenbihl wrote …
Colin Birkenbihl implemented the methods and ran the experiments. Colin Birkenbihl wrote …
[HTML][HTML] Caution,“normal” BMI: health risks associated with potentially masked individual underweight—EPMA Position Paper 2021
An increasing interest in a healthy lifestyle raises questions about optimal body weight.
Evidently, it should be clearly discriminated between the standardised “normal” body weight and …
Evidently, it should be clearly discriminated between the standardised “normal” body weight and …
[HTML][HTML] ANMerge: a comprehensive and accessible Alzheimer's disease patient-level dataset
C Birkenbihl, S Westwood, L Shi… - Journal of …, 2021 - content.iospress.com
Background: Accessible datasets are of fundamental importance to the advancement of
Alzheimer’s disease (AD) research. The AddNeuroMed consortium conducted a longitudinal …
Alzheimer’s disease (AD) research. The AddNeuroMed consortium conducted a longitudinal …
[HTML][HTML] Pre-pregnancy check-up of maternal vascular status and associated phenotype is crucial for the health of mother and offspring
…, E Shchetinin, C Birkenbihl… - EPMA Journal, 2022 - Springer
Cardiovascular disease remains the leading cause of disease burden globally with far-reaching
consequences including enormous socio-economic burden to healthcare and society at …
consequences including enormous socio-economic burden to healthcare and society at …
[HTML][HTML] Forecasting individual progression trajectories in Alzheimer's disease
The anticipation of progression of Alzheimer’s disease (AD) is crucial for evaluations of
secondary prevention measures thought to modify the disease trajectory. However, it is difficult to …
secondary prevention measures thought to modify the disease trajectory. However, it is difficult to …
[HTML][HTML] Voice perturbations under the stress overload in young individuals: phenotyping and suboptimal health as predictors for cascading pathologies
A Kunin, N Sargheini, C Birkenbihl, N Moiseeva… - EPMA Journal, 2020 - Springer
Verbal communication is one of the most sophisticated human motor skills reflecting both—the
mental and physical health of an individual. Voice parameters and quality changes are …
mental and physical health of an individual. Voice parameters and quality changes are …
STonKGs: a sophisticated transformer trained on biomedical text and knowledge graphs
Motivation The majority of biomedical knowledge is stored in structured databases or as
unstructured text in scientific publications. This vast amount of information has led to numerous …
unstructured text in scientific publications. This vast amount of information has led to numerous …
[HTML][HTML] Challenges of integrative disease modeling in Alzheimer's disease
S Golriz Khatami, C Robinson, C Birkenbihl… - Frontiers in molecular …, 2020 - frontiersin.org
Dementia-related diseases like Alzheimer's Disease (AD) have a tremendous social and
economic cost. A deeper understanding of its underlying pathophysiologies may provide an …
economic cost. A deeper understanding of its underlying pathophysiologies may provide an …