User profiles for Colin Birkenbihl

Colin Birkenbihl

Biomedical 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 …

C Birkenbihl, MA Emon, H Vrooman, S Westwood… - EPMA Journal, 2020 - Springer
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, …

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 …

Unraveling the heterogeneity in Alzheimer's disease progression across multiple cohorts and the implications for data‐driven disease modeling

C Birkenbihl, Y Salimi, H Fröhlich… - Alzheimer's & …, 2022 - Wiley Online Library
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 …

[HTML][HTML] Caution,“normal” BMI: health risks associated with potentially masked individual underweight—EPMA Position Paper 2021

…, R Bubnov, J Polivka, J Polivka Jr, C Birkenbihl… - EPMA Journal, 2021 - Springer
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 …

[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 …

[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 …

[HTML][HTML] Forecasting individual progression trajectories in Alzheimer's disease

E Maheux, I Koval, J Ortholand, C Birkenbihl… - Nature …, 2023 - nature.com
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 …

[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 …

STonKGs: a sophisticated transformer trained on biomedical text and knowledge graphs

H Balabin, CT Hoyt, C Birkenbihl, BM Gyori… - …, 2022 - academic.oup.com
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 …

[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 …