I'm Colin Birkenbihl,

welcome to my digital lab.

I solve biomedical challenges using data, artificial intelligence, and machine learning.

Latest first/last author publications
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Deep learning-based patient stratification for prognostic enrichment of clinical dementia trials

November 27, 2023

Data-Driven Thresholding Statistically Biases ATN Profiling across Cohort Datasets

September 6, 2023

Artificial intelligence-based clustering and characterization of Parkinson's disease trajectories

February 18, 2023

A data scientist and ChatGPT built this homepage

January 13, 2023

Generation of realistic synthetic data using Multimodal Neural Ordinary Differential Equations

August 20, 2022

ADataViewer: exploring semantically harmonized Alzheimer’s disease cohort datasets

May 21, 2022

Selected Papers

November 27, 2023AI-based stratification of dementia patients

February 18, 2023AI-based PD progression clusters

August 20, 2022MultiNODEs: multimodal synthetic time-series data

May 21, 2022ADataViewer: Explore AD datasets

April 20, 2022Consensus biomarker evolution in Alzheimer’s disease

June 09, 2021Heterogeneity in Alzheimer’s disease progression

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