Alfred Ultsch

Marburg An Der Lahn, HE, Germany

Last Updated: 09/26/2026

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Found 73 publications

A model-agnostic framework for dataset-specific selection of missing value imputation methods in pain-related numerical data.

A model-agnostic framework for dataset-specific selection of missing value imputation methods in pain-related numerical data.

Journal: Canadian journal of pain = Revue canadienne de la douleur

Published: February 05, 2026

Self-organizing neural network-based generative AI with embedded error inflation control enhances effective knowledge extraction from preclinical studies with reduced sample size.

Self-organizing neural network-based generative AI with embedded error inflation control enhances effective knowledge extraction from preclinical studies with reduced sample size.

Journal: Pharmacological research

Published: January 15, 2026

Self-explaining artificial intelligence for the classification of B cell non-Hodgkin lymphoma: A diagnostic decision support study.

Self-explaining artificial intelligence for the classification of B cell non-Hodgkin lymphoma: A diagnostic decision support study.

Journal: PLoS medicine

Published: December 27, 2025

Sleep and Aging. A Polysomnographic Follow-Up Study, Some 40 Years Later.

Sleep and Aging. A Polysomnographic Follow-Up Study, Some 40 Years Later.

Journal: Journal of sleep research

Published: November 09, 2024

Revisiting Fold-Change Calculation: Preference for Median or Geometric Mean over Arithmetic Mean-Based Methods.

Revisiting Fold-Change Calculation: Preference for Median or Geometric Mean over Arithmetic Mean-Based Methods.

Journal: Biomedicines

Published: June 22, 2024

Augmenting small biomedical datasets using generative AI methods based on self-organizing neural networks.

Augmenting small biomedical datasets using generative AI methods based on self-organizing neural networks.

Journal: Briefings in bioinformatics

Published: April 29, 2024

Machine learning identifies right index finger tenderness as key signal of DAS28-CRP based psoriatic arthritis activity.

Machine learning identifies right index finger tenderness as key signal of DAS28-CRP based psoriatic arthritis activity.

Journal: Scientific reports

Published: June 18, 2023

A perspective of randomness in a clinical test of olfactory performance.

A perspective of randomness in a clinical test of olfactory performance.

Journal: Scientific reports

Published: April 06, 2023

Comments on the importance of visualizing the distribution of pain-related data.

Comments on the importance of visualizing the distribution of pain-related data.

Journal: European journal of pain (London, England)

Published: March 01, 2023

Prediction of Clinical Outcomes with Explainable Artificial Intelligence in Patients with Chronic Lymphocytic Leukemia.

Prediction of Clinical Outcomes with Explainable Artificial Intelligence in Patients with Chronic Lymphocytic Leukemia.

Journal: Current oncology (Toronto, Ont.)

Published: January 16, 2023

Recursive computed ABC (cABC) analysis as a precise method for reducing machine learning based feature sets to their minimum informative size.

Recursive computed ABC (cABC) analysis as a precise method for reducing machine learning based feature sets to their minimum informative size.

Journal: Scientific reports

Published: January 16, 2023

Robust Classification Using Posterior Probability Threshold Computation Followed by Voronoi Cell Based Class Assignment Circumventing Pitfalls of Bayesian Analysis of Biomedical Data.

Robust Classification Using Posterior Probability Threshold Computation Followed by Voronoi Cell Based Class Assignment Circumventing Pitfalls of Bayesian Analysis of Biomedical Data.

Journal: International journal of molecular sciences

Published: October 24, 2022

Showing 1-12 of 73

Last Updated: 09/26/2026