List of works - Alfred Ultsch

A Unifying Data-Driven Model of Human Olfactory Pathology Representing Known Etiologies of Dysfunction

scientific article

A computational functional genomics based self-limiting self-concentration mechanism of cell specialization as a biological role of jumping genes

scientific article published on 18 December 2015

A data science approach to candidate gene selection of pain regarded as a process of learning and neural plasticity.

scientific article

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

scientific article published on 10 August 2017

A machine-learned computational functional genomics-based approach to drug classification

scientific article published on October 2016

A machine-learned knowledge discovery method for associating complex phenotypes with complex genotypes. Application to pain.

scientific article published on 27 July 2013

A more pessimistic life orientation is associated with experimental inducibility of a neuropathy-like pain pattern in healthy individuals

scientific article

Are there Cluster of Communities with the Same Dynamic Behaviour?

Brain lesion-pattern analysis in patients with olfactory dysfunctions following head trauma

scientific article published on 21 January 2016

Clustering Temporal Population Patterns in Switzerland (1850–2000)

article

Comparison of substructural epitopes in enzyme active sites using self-organizing maps

scientific article published on 01 November 2004

Comprehensive genetic diagnosis of acute myeloid leukemia by next-generation sequencing

scholarly article by Elisabeth K M Mack et al published February 2019 in Haematologica

Computational functional genomics based analysis of pain-relevant micro-RNAs.

scientific article published on 18 September 2015

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

scientific article

Disagreement between two common biomarkers of global DNA methylation

scientific article (publication date: 2016)

Drug-target based cross-sectional analysis of olfactory drug effects

scientific article published on 11 February 2015

ESOM Visualizations for Quality Assessment in Clustering

scholarly article by Alfred Ultsch et al published 2016 in Advances in Intelligent Systems and Computing

Effects of 20 mg oral Δ(9) -tetrahydrocannabinol on the olfactory function of healthy volunteers

scientific article

Effects of the payout system of income taxes to municipalities in Germany

article

Exploiting the Structures of the U-Matrix

Functional abstraction as a method to discover knowledge in gene ontologies

scientific article (publication date: 2014)

Functional genomics of pain in analgesic drug development and therapy

scientific article published on 06 April 2013

Functional genomics suggest neurogenesis in the adult human olfactory bulb

scientific article published on 09 August 2013

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

scientific article published on 8 February 2016

Human models of pain for the prediction of clinical analgesia

Identification of Molecular Fingerprints in Human Heat Pain Thresholds by Use of an Interactive Mixture Model R Toolbox (AdaptGauss)

scientific article

Identification of disease-distinct complex biomarker patterns by means of unsupervised machine-learning using an interactive R toolbox (Umatrix)

scholarly article by Jörn Lötsch et al published 20 April 2018 in Big Data Analytics

Integrated Computational Analysis of Genes Associated with Human Hereditary Insensitivity to Pain. A Drug Repurposing Perspective

scientific article published on 08 August 2017

Knowledge Discovery in Spatial Planning Data: A Concept for Cluster Understanding

Knowledge discovery from high-frequency stream nitrate concentrations: hydrology and biology contributions

scientific article

Large scale analysis of protein-binding cavities using self-organizing maps and wavelet-based surface patches to describe functional properties, selectivity discrimination, and putative cross-reactivity

scientific article published in May 2008

Machine learning in pain research.

scientific article published on 24 November 2017

Machine-Learned Data Structures of Lipid Marker Serum Concentrations in Multiple Sclerosis Patients Differ from Those in Healthy Subjects

scientific article

Machine-learned cluster identification in high-dimensional data

scientific article

Machine-learned pattern identification in olfactory subtest results

scientific article published on 20 October 2016

Machine-learning-derived classifier predicts absence of persistent pain after breast cancer surgery with high accuracy

scholarly article by Jörn Lötsch et al published 6 June 2018 in Breast Cancer Research and Treatment

Methadone induces hypermethylation of human DNA.

scientific article published on 4 September 2015

Multimodal distribution of human cold pain thresholds

scientific article published on 20 May 2015

Non-invasive combined surrogates of remifentanil blood concentrations with relevance to analgesia

scientific article

Olfactory drug effects approached from human-derived data

scientific article

Overexpression of TOSO in CLL is triggered by B-cell receptor signaling and associated with progressive disease

scientific article

Pain in the network of genetic and epigenetic control.

scientific article

Pattern of neuropathic pain induced by topical capsaicin application in healthy subjects

scientific article published in March 2015

Pharmacoepigenetics of the role of DNA methylation in μ-opioid receptor expression in different human brain regions

scientific article

Process Pharmacology: A Pharmacological Data Science Approach to Drug Development and Therapy

scientific article

Quantitative sensory testing response patterns to capsaicin- and ultraviolet-B-induced local skin hypersensitization in healthy subjects: a machine-learned analysis

scientific article published on 08 July 2017

R-flurbiprofen attenuates experimental autoimmune encephalomyelitis in mice

scientific article

Single and combined IL28B, ITPA and SLC28A3 host genetic markers modulating response to anti-hepatitis C therapy

scientific article published in December 2011

Smell of pain: intersection of nociception and olfaction

scientific article published on 5 May 2016

The pharmacogenetic background of hepatitis C treatment

scientific article published on 03 March 2012

Urban Data Mining Using Emergent SOM

Urban data-mining: spatiotemporal exploration of multidimensional data

article by Martin Behnisch et al published November 2009 in Building Research and Information

What do all the (human) micro-RNAs do?

scientific article published on 18 November 2014

You are here: Home → Archive → 2015 → Towards an understanding of land consumption in Germany – outline of influential factors as a basis for multidimensional analyses Article details Towards an understanding of land consumption in Germany ?

scholarly article by Odette Kretschmer et al published 22 September 2015 in Erdkunde

List of works by Alfred Ultsch

A Unifying Data-Driven Model of Human Olfactory Pathology Representing Known Etiologies of Dysfunction

A computational functional genomics based self-limiting self-concentration mechanism of cell specialization as a biological role of jumping genes

A data science approach to candidate gene selection of pain regarded as a process of learning and neural plasticity.

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

A machine-learned computational functional genomics-based approach to drug classification

A machine-learned knowledge discovery method for associating complex phenotypes with complex genotypes. Application to pain.

A more pessimistic life orientation is associated with experimental inducibility of a neuropathy-like pain pattern in healthy individuals

Are there Cluster of Communities with the Same Dynamic Behaviour?

Brain lesion-pattern analysis in patients with olfactory dysfunctions following head trauma

Clustering Temporal Population Patterns in Switzerland (1850–2000)

Comparison of substructural epitopes in enzyme active sites using self-organizing maps

Comprehensive genetic diagnosis of acute myeloid leukemia by next-generation sequencing

Computational functional genomics based analysis of pain-relevant micro-RNAs.

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

Disagreement between two common biomarkers of global DNA methylation

Drug-target based cross-sectional analysis of olfactory drug effects

ESOM Visualizations for Quality Assessment in Clustering

Effects of 20 mg oral Δ(9) -tetrahydrocannabinol on the olfactory function of healthy volunteers

Effects of the payout system of income taxes to municipalities in Germany

Exploiting the Structures of the U-Matrix

Functional abstraction as a method to discover knowledge in gene ontologies

Functional genomics of pain in analgesic drug development and therapy

Functional genomics suggest neurogenesis in the adult human olfactory bulb

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

Human models of pain for the prediction of clinical analgesia

Identification of Molecular Fingerprints in Human Heat Pain Thresholds by Use of an Interactive Mixture Model R Toolbox (AdaptGauss)

Identification of disease-distinct complex biomarker patterns by means of unsupervised machine-learning using an interactive R toolbox (Umatrix)

Integrated Computational Analysis of Genes Associated with Human Hereditary Insensitivity to Pain. A Drug Repurposing Perspective

Knowledge Discovery in Spatial Planning Data: A Concept for Cluster Understanding

Knowledge discovery from high-frequency stream nitrate concentrations: hydrology and biology contributions

Large scale analysis of protein-binding cavities using self-organizing maps and wavelet-based surface patches to describe functional properties, selectivity discrimination, and putative cross-reactivity

Machine learning in pain research.

Machine-Learned Data Structures of Lipid Marker Serum Concentrations in Multiple Sclerosis Patients Differ from Those in Healthy Subjects

Machine-learned cluster identification in high-dimensional data

Machine-learned pattern identification in olfactory subtest results

Machine-learning-derived classifier predicts absence of persistent pain after breast cancer surgery with high accuracy

Methadone induces hypermethylation of human DNA.

Multimodal distribution of human cold pain thresholds

Non-invasive combined surrogates of remifentanil blood concentrations with relevance to analgesia

Olfactory drug effects approached from human-derived data

Overexpression of TOSO in CLL is triggered by B-cell receptor signaling and associated with progressive disease

Pain in the network of genetic and epigenetic control.

Pattern of neuropathic pain induced by topical capsaicin application in healthy subjects

Pharmacoepigenetics of the role of DNA methylation in μ-opioid receptor expression in different human brain regions

Process Pharmacology: A Pharmacological Data Science Approach to Drug Development and Therapy

Quantitative sensory testing response patterns to capsaicin- and ultraviolet-B-induced local skin hypersensitization in healthy subjects: a machine-learned analysis

R-flurbiprofen attenuates experimental autoimmune encephalomyelitis in mice

Single and combined IL28B, ITPA and SLC28A3 host genetic markers modulating response to anti-hepatitis C therapy

Smell of pain: intersection of nociception and olfaction

The pharmacogenetic background of hepatitis C treatment

Urban Data Mining Using Emergent SOM

Urban data-mining: spatiotemporal exploration of multidimensional data

What do all the (human) micro-RNAs do?

You are here: Home → Archive → 2015 → Towards an understanding of land consumption in Germany – outline of influential factors as a basis for multidimensional analyses Article details Towards an understanding of land consumption in Germany ?