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Euclidean distance-optimized data transformation for cluster analysis in biomedical data (EDOtrans)

BMC bioinformatics, 2022-06, Vol.23 (1), p.233-233, Article 233

2022

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

Scientific reports, 2023-04, Vol.13 (1), p.5470-18, Article 5470

2023

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Computed ABC Analysis for Rational Selection of Most Informative Variables in Multivariate Data

PloS one, 2015-06, Vol.10 (6), p.e0129767-e0129767

2015

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Meta-analysis of the relevance of the OPRM1 118A>G genetic variant for pain treatment

Pain (Amsterdam), 2009-12, Vol.146 (3), p.270-275

2009

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

International journal of molecular sciences, 2022-11, Vol.23 (22), p.14081

2022

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A non-parametric effect-size measure capturing changes in central tendency and data distribution shape

PloS one, 2020-09, Vol.15 (9), p.e0239623-e0239623

2020

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A data science based standardized Gini index as a Lorenz dominance preserving measure of the inequality of distributions

PloS one, 2017-08, Vol.12 (8), p.e0181572-e0181572

2017

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A perspective of randomness in a clinical test of olfactory performance

Scientific reports, 2023-10, Vol.13 (1), p.17923-17923, Article 17923

2023

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Pharmacokinetic–Pharmacodynamic Modeling of Opioids

Journal of pain and symptom management, 2005-05, Vol.29 (5), p.90-103

Lötsch, Jörn

2005

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Optimal distribution-preserving downsampling of large biomedical data sets (opdisDownsampling)

PloS one, 2021-08, Vol.16 (8), p.e0255838

2021

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Machine learning analysis predicts a person's sex based on mechanical but not thermal pain thresholds

Scientific reports, 2023-05, Vol.13 (1), p.7332-7332, Article 7332

2023

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Drugs and Epigenetic Molecular Functions. A Pharmacological Data Scientometric Analysis

International journal of molecular sciences, 2021-07, Vol.22 (14), p.7250

2021

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Human pharmacological approaches to TRP-ion-channel-based analgesic drug development

Drug discovery today, 2018-12, Vol.23 (12), p.2003-2012

2018

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Distribution Optimization: An evolutionary algorithm to separate Gaussian mixtures

Scientific reports, 2020-01, Vol.10 (1), p.648-648, Article 648

2020

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Pitfalls of Using Multinomial Regression Analysis to Identify Class-Structure-Relevant Variables in Biomedical Data Sets: Why a Mixture of Experts (MOE) Approach Is Better

BioMedInformatics, 2023-12, Vol.3 (4), p.869-884

2023

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Pharmacogenetics of new analgesics

British journal of pharmacology, 2011-06, Vol.163 (3), p.447-460

2011

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Explainable Artificial Intelligence (XAI) in Biomedicine: Making AI Decisions Trustworthy for Physicians and Patients

BioMedInformatics, 2021-12, Vol.2 (1), p.1-17

2021

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Enhancing Explainable Machine Learning by Reconsidering Initially Unselected Items in Feature Selection for Classification

BioMedInformatics, 2022-12, Vol.2 (4), p.701-714

2022

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Machine-learning-derived rules set excludes risk of Parkinson’s disease in patients with olfactory or gustatory symptoms with high accuracy

Journal of neurology, 2020-02, Vol.267 (2), p.469-478

2020

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Comparative assessment of projection and clustering method combinations in the analysis of biomedical data

Informatics in medicine unlocked, 2024, Vol.50, p.101573, Article 101573

2024

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How Many and Which Odor Identification Items Are Needed to Establish Normal Olfactory Function?

Chemical senses, 2016-05, Vol.41 (4), p.339-344

2016

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A Biomedical Case Study Showing That Tuning Random Forests Can Fundamentally Change the Interpretation of Supervised Data Structure Exploration Aimed at Knowledge Discovery

BioMedInformatics, 2022-12, Vol.2 (4), p.544-552

2022

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Ziconotide for treatment of severe chronic pain

The Lancet (British edition), 2010-05, Vol.375 (9725), p.1569-1577

2010

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Computational Functional Genomics-Based AmpliSeq™ Panel for Next-Generation Sequencing of Key Genes of Pain

International journal of molecular sciences, 2021-01, Vol.22 (2), p.878

2021

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Machine-Learning Analysis of Serum Proteomics in Neuropathic Pain after Nerve Injury in Breast Cancer Surgery Points at Chemokine Signaling via SIRT2 Regulation

International journal of molecular sciences, 2022-03, Vol.23 (7), p.3488

2022

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Euclidean distance-optimized data transformation for cluster analysis in biomedical data (EDOtrans)

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

Computed ABC Analysis for Rational Selection of Most Informative Variables in Multivariate Data

Meta-analysis of the relevance of the OPRM1 118A>G genetic variant for pain treatment

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

A non-parametric effect-size measure capturing changes in central tendency and data distribution shape

A data science based standardized Gini index as a Lorenz dominance preserving measure of the inequality of distributions

A perspective of randomness in a clinical test of olfactory performance

Pharmacokinetic–Pharmacodynamic Modeling of Opioids

Optimal distribution-preserving downsampling of large biomedical data sets (opdisDownsampling)

Machine learning analysis predicts a person's sex based on mechanical but not thermal pain thresholds

Drugs and Epigenetic Molecular Functions. A Pharmacological Data Scientometric Analysis

Human pharmacological approaches to TRP-ion-channel-based analgesic drug development

Distribution Optimization: An evolutionary algorithm to separate Gaussian mixtures

Pitfalls of Using Multinomial Regression Analysis to Identify Class-Structure-Relevant Variables in Biomedical Data Sets: Why a Mixture of Experts (MOE) Approach Is Better

Pharmacogenetics of new analgesics

Explainable Artificial Intelligence (XAI) in Biomedicine: Making AI Decisions Trustworthy for Physicians and Patients

Enhancing Explainable Machine Learning by Reconsidering Initially Unselected Items in Feature Selection for Classification

Machine-learning-derived rules set excludes risk of Parkinson’s disease in patients with olfactory or gustatory symptoms with high accuracy

Comparative assessment of projection and clustering method combinations in the analysis of biomedical data

How Many and Which Odor Identification Items Are Needed to Establish Normal Olfactory Function?

A Biomedical Case Study Showing That Tuning Random Forests Can Fundamentally Change the Interpretation of Supervised Data Structure Exploration Aimed at Knowledge Discovery

Ziconotide for treatment of severe chronic pain

Computational Functional Genomics-Based AmpliSeq™ Panel for Next-Generation Sequencing of Key Genes of Pain

Machine-Learning Analysis of Serum Proteomics in Neuropathic Pain after Nerve Injury in Breast Cancer Surgery Points at Chemokine Signaling via SIRT2 Regulation

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