Michelle Pfaffenlehner

Freiburg, BW, Germany

Last Updated: 09/26/2026

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Found 10 publications

A stakeholder-inclusive conceptual framework for modeling routinely collected health data for therapeutic decision-making illustrated by means of multistate models.

A stakeholder-inclusive conceptual framework for modeling routinely collected health data for therapeutic decision-making illustrated by means of multistate models.

Journal: BMC medical research methodology

Published: February 11, 2026

Using Latent Representations to Link Disjoint Longitudinal Data for Mixed-Effects Regression.

Using Latent Representations to Link Disjoint Longitudinal Data for Mixed-Effects Regression.

Journal: Statistics in medicine

Published: November 03, 2025

Treatment evolution in spinal muscular atrophy: insights from the SMArtCARE registry.

Treatment evolution in spinal muscular atrophy: insights from the SMArtCARE registry.

Journal: Brain : a journal of neurology

Published: September 01, 2025

Evidence generation and methodological consultation by the project "EVAluation research based on data from routine clinical care 4 the Medical Informatics Initiative" (EVA4MII)

Evidence generation and methodological consultation by the project "EVAluation research based on data from routine clinical care 4 the Medical Informatics Initiative" (EVA4MII)

Journal: Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz

Published: July 30, 2025

Methodological challenges using routine clinical care data for real-world evidence: a rapid review utilizing a systematic literature search and focus group discussion.

Methodological challenges using routine clinical care data for real-world evidence: a rapid review utilizing a systematic literature search and focus group discussion.

Journal: BMC medical research methodology

Published: September 02, 2024

Clinical Effectiveness of Newborn Screening for Spinal Muscular Atrophy: A Nonrandomized Controlled Trial.

Clinical Effectiveness of Newborn Screening for Spinal Muscular Atrophy: A Nonrandomized Controlled Trial.

Journal: JAMA pediatrics

Published: April 08, 2024

Investigating a Domain Adaptation Approach for Integrating Different Measurement Instruments in a Longitudinal Clinical Registry.

Investigating a Domain Adaptation Approach for Integrating Different Measurement Instruments in a Longitudinal Clinical Registry.

Journal: Biometrical journal. Biometrische Zeitschrift

Published: November 30, 2023

Alpha-1-antitrypsin-deficiency is associated with lower cardiovascular risk: an approach based on federated learning.

Alpha-1-antitrypsin-deficiency is associated with lower cardiovascular risk: an approach based on federated learning.

Journal: Respiratory research

Published: August 27, 2023

App-Controlled Treatment Monitoring and Support for Patients With Head and Neck Cancer Undergoing Radiotherapy: Results From a Prospective Randomized Controlled Trial.

App-Controlled Treatment Monitoring and Support for Patients With Head and Neck Cancer Undergoing Radiotherapy: Results From a Prospective Randomized Controlled Trial.

Journal: Journal of medical Internet research

Published: February 02, 2023

Deep dynamic modeling with just two time points: Can we still allow for individual trajectories?

Deep dynamic modeling with just two time points: Can we still allow for individual trajectories?

Journal: Biometrical journal. Biometrische Zeitschrift

Published: November 30, 2020

Showing 1-10 of 10

Last Updated: 09/26/2026