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Hans A. Kestler (1965-)

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Name	Hans A. Kestler
Time	1965- (Date of birth and death)
Place	Nürnberg (Geburtsort) Deutschland
Gender	männlich
Academic degree	Dr. rer. nat.
Profession	Informatiker (characteristic profession)
Variant	Hans Armin Kestler H. A. Kestler Hans Kestler
Further information	Diss. Fakultät für Informatik an der Universität Ulm (2002); Habil.-Schr. Fakultät für Ingenieurwissenschaften und Informatik (Fach Bioinformatik) an der Universität Ulm (2010); Direktor des Instituts für Medizinische Systembiologie der Universität Ulm
Source	Vorlage (überw.)
Record type	Person
GND-Identifier	124075835
Record ID	124075835
Involved in show all Prevent-Take-Up – Krebsprävention via App Sparse keypoint segmentation of lung fissures: efficient geometric deep learning for abstracting volumetric images Evidence-based recommendations for geriatric trauma care: systematic review and ai-assisted consolidation of clinical practice guidelines between 2016 and 2021 Sparse keypoint segmentation of lung fissures: efficient geometric deep learning for abstracting volumetric images The 'Advancing cardiovascular risk identification with structured clinical documentation and biosignal derived phenotypes synthesis' project: conceptual design, project planning, and first implementation experiences Uncovering the understanding of the concept of patient similarity in cancer research and treatment: scoping review Boolean network modeling and its integration with experimental read-outs : An interdisciplinary presentation using a leukemia model Permutation-invariant linear classifiers Venetoclax resistance in acute lymphoblastic leukemia is characterized by increased mitochondrial activity and can be overcome by co-targeting oxidative phosphorylation Segmentation-based cardiomegaly detection based on semi-supervised estimation of cardiothoracic ratio Combined analysis of a serum mRNA/miRNA marker signature and CA 19‐9 for timely and accurate diagnosis of recurrence after resection of pancreatic ductal adenocarcinoma: A prospective multicenter cohort study Embracing digital health: German otolaryngology patients’ usage and prospects of digital information and communication technologies for cross-sectoral care Enhanced performance prediction of ATL model transformations Identifications of similarity metrics for patients with cancer: protocol for a scoping review Immune checkpoint expression on tumor-infiltrating lymphocytes (TIL) is dependent on HPV status in oropharyngeal carcinoma (OPSCC) – a single-cell RNA sequencing analysis Multi-omics analysis of overexpressed tumor-associated proteins: gene expression, immunopeptide presentation, and antibody response in oropharyngeal squamous cell carcinoma, with a focus on cancer-testis antigens Permutation-invariant linear classifiers Prediction of resistance to bevacizumab plus FOLFOX in metastatic colorectal cancer—Results of the prospective multicenter PERMAD trial Prospective study validating a multidimensional treatment decision score predicting the 24-month outcome in untreated patients with clinically isolated syndrome and early relapsing–remitting multiple sclerosis, the ProVal-MS study Recent Trends and Future Challenges in Learning from Data Single-cell sequencing analysis unravels genes/pathways regulating vertebrate aging Multicentric pilot study to standardize clinical whole exome sequencing (WES) for cancer patients PREDICT-juvenile-stroke: PRospective evaluation of a prediction score determining individual clinical outcome three months after ischemic stroke in young adults – a study protocol A systems biology approach to define mechanisms, phenotypes, and drivers in PanNETs with a personalized perspective The HLA ligandome of oropharyngeal squamous cell carcinomas reveals shared tumour-exclusive peptides for semi-personalised vaccination Unsupervised domain adaptation for the detection of cardiomegaly in cross-domain chest X-ray images Efficient cross-validation traversals in feature subset selection Weighted average ensemble-based semantic segmentation in biological electron microscopy images 3D Network exploration and visualisation for lifespan data A Boolean network of the crosstalk between IGF and Wnt signaling in aging satellite cells A comparative study of pre‐alpha islands in the entorhinal cortex from selected primates and in lissencephaly A perceptually optimised bivariate visualisation scheme for high-dimensional fold-change data A Theoretical Approach to Ordinal Classification : Feature Space-Based Definition and Classifier-Independent Detection of Ordinal Class Structures A theoretical approach to ordinal classification: feature space-based definition and classifier-independent detection of ordinal class structures Assessing phenotype order in molecular data Capturing dynamic relevance in Boolean networks using graph theoretical measures Chained correlations for feature selection Comparative panel sequencing of DNA variants in cf-, ev- and tumorDNA for pancreatic ductal adenocarcinoma patients Constraining classifiers in molecular analysis : invariance and robustness Corona Health — A Study- and Sensor-Based Mobile App Platform Exploring Aspects of the COVID-19 Pandemic Detecting Ordinal Subcascades Efficient cross-validation traversals in feature subset selection Functional genomic screening in human pluripotent stem cells reveals new roadblocks in early pancreatic endoderm formation Is there a role for statistics in artificial intelligence? Loss of the novel Vcp (valosin containing protein) interactor Washc4 interferes with autophagy-mediated proteostasis in striated muscle and leads to myopathy in vivo Machine learning-based pain intensity estimation: where pattern recognition meets chaos theory—an example based on the BioVid heat pain database NADH Fluorescence Lifetime Imaging Microscopy Reveals Selective Mitochondrial Dysfunction in Neurons Overexpressing Alzheimer’s Disease–Related Proteins Ordinal Classifiers Can Fail on Repetitive Class Structures Predicting disease progression in behavioral variant frontotemporal dementia Response to the letter to the editor: On the feasibility of dynamical analysis of network models of biochemical regulation Semantic Multi-Classifier Systems Identify Predictive Processes in Heart Failure Models across Species The chromatin remodeling protein ATRX positively regulates IRF3-dependent type I interferon production and interferon-induced gene expression Vaccine side effects in health care workers after vaccination against SARS-CoV-2: data from TüSeRe:exact study Is there a role for statistics in artificial intelligence? Functional Genomic Screening During Somatic Cell Reprogramming Identifies DKK3 as a Roadblock of Organ Regeneration A prospective feasibility trial to challenge patient−derived pancreatic cancer organoids in predicting treatment response CHD5 inhibits metastasis of neuroblastoma Digitalization of adverse event management in oncology to improve treatment outcome— a prospective study protocol Functional genomic screening during somatic cell reprogramming identifies DKK3 as a roadblock of organ regeneration Is there a role for statistics in artificial intelligence?

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Katalog der Deutschen Nationalbibliothek

Hans A. Kestler (1965-)

Prevent-Take-Up – Krebsprävention via App

Sparse keypoint segmentation of lung fissures: efficient geometric deep learning for abstracting volumetric images

Evidence-based recommendations for geriatric trauma care: systematic review and ai-assisted consolidation of clinical practice guidelines between 2016 and 2021

Sparse keypoint segmentation of lung fissures: efficient geometric deep learning for abstracting volumetric images

The 'Advancing cardiovascular risk identification with structured clinical documentation and biosignal derived phenotypes synthesis' project: conceptual design, project planning, and first implementation experiences

Uncovering the understanding of the concept of patient similarity in cancer research and treatment: scoping review

Boolean network modeling and its integration with experimental read-outs : An interdisciplinary presentation using a leukemia model

Permutation-invariant linear classifiers

Venetoclax resistance in acute lymphoblastic leukemia is characterized by increased mitochondrial activity and can be overcome by co-targeting oxidative phosphorylation

Segmentation-based cardiomegaly detection based on semi-supervised estimation of cardiothoracic ratio

Combined analysis of a serum mRNA/miRNA marker signature and CA 19‐9 for timely and accurate diagnosis of recurrence after resection of pancreatic ductal adenocarcinoma: A prospective multicenter cohort study

Embracing digital health: German otolaryngology patients’ usage and prospects of digital information and communication technologies for cross-sectoral care

Enhanced performance prediction of ATL model transformations

Identifications of similarity metrics for patients with cancer: protocol for a scoping review

Immune checkpoint expression on tumor-infiltrating lymphocytes (TIL) is dependent on HPV status in oropharyngeal carcinoma (OPSCC) – a single-cell RNA sequencing analysis

Multi-omics analysis of overexpressed tumor-associated proteins: gene expression, immunopeptide presentation, and antibody response in oropharyngeal squamous cell carcinoma, with a focus on cancer-testis antigens

Permutation-invariant linear classifiers

Prediction of resistance to bevacizumab plus FOLFOX in metastatic colorectal cancer—Results of the prospective multicenter PERMAD trial

Prospective study validating a multidimensional treatment decision score predicting the 24-month outcome in untreated patients with clinically isolated syndrome and early relapsing–remitting multiple sclerosis, the ProVal-MS study

Recent Trends and Future Challenges in Learning from Data

Single-cell sequencing analysis unravels genes/pathways regulating vertebrate aging

Multicentric pilot study to standardize clinical whole exome sequencing (WES) for cancer patients

PREDICT-juvenile-stroke: PRospective evaluation of a prediction score determining individual clinical outcome three months after ischemic stroke in young adults – a study protocol

A systems biology approach to define mechanisms, phenotypes, and drivers in PanNETs with a personalized perspective

The HLA ligandome of oropharyngeal squamous cell carcinomas reveals shared tumour-exclusive peptides for semi-personalised vaccination

Unsupervised domain adaptation for the detection of cardiomegaly in cross-domain chest X-ray images

Efficient cross-validation traversals in feature subset selection

Weighted average ensemble-based semantic segmentation in biological electron microscopy images

3D Network exploration and visualisation for lifespan data

A Boolean network of the crosstalk between IGF and Wnt signaling in aging satellite cells

A comparative study of pre‐alpha islands in the entorhinal cortex from selected primates and in lissencephaly

A perceptually optimised bivariate visualisation scheme for high-dimensional fold-change data

A Theoretical Approach to Ordinal Classification : Feature Space-Based Definition and Classifier-Independent Detection of Ordinal Class Structures

A theoretical approach to ordinal classification: feature space-based definition and classifier-independent detection of ordinal class structures

Assessing phenotype order in molecular data

Capturing dynamic relevance in Boolean networks using graph theoretical measures

Chained correlations for feature selection

Comparative panel sequencing of DNA variants in cf-, ev- and tumorDNA for pancreatic ductal adenocarcinoma patients

Constraining classifiers in molecular analysis : invariance and robustness

Corona Health — A Study- and Sensor-Based Mobile App Platform Exploring Aspects of the COVID-19 Pandemic

Detecting Ordinal Subcascades

Efficient cross-validation traversals in feature subset selection

Functional genomic screening in human pluripotent stem cells reveals new roadblocks in early pancreatic endoderm formation

Is there a role for statistics in artificial intelligence?

Loss of the novel Vcp (valosin containing protein) interactor Washc4 interferes with autophagy-mediated proteostasis in striated muscle and leads to myopathy in vivo

Machine learning-based pain intensity estimation: where pattern recognition meets chaos theory—an example based on the BioVid heat pain database

NADH Fluorescence Lifetime Imaging Microscopy Reveals Selective Mitochondrial Dysfunction in Neurons Overexpressing Alzheimer’s Disease–Related Proteins

Ordinal Classifiers Can Fail on Repetitive Class Structures

Predicting disease progression in behavioral variant frontotemporal dementia

Response to the letter to the editor: On the feasibility of dynamical analysis of network models of biochemical regulation

Semantic Multi-Classifier Systems Identify Predictive Processes in Heart Failure Models across Species

The chromatin remodeling protein ATRX positively regulates IRF3-dependent type I interferon production and interferon-induced gene expression

Vaccine side effects in health care workers after vaccination against SARS-CoV-2: data from TüSeRe:exact study

Is there a role for statistics in artificial intelligence?

Functional Genomic Screening During Somatic Cell Reprogramming Identifies DKK3 as a Roadblock of Organ Regeneration

A prospective feasibility trial to challenge patient−derived pancreatic cancer organoids in predicting treatment response

CHD5 inhibits metastasis of neuroblastoma

Digitalization of adverse event management in oncology to improve treatment outcome— a prospective study protocol

Functional genomic screening during somatic cell reprogramming identifies DKK3 as a roadblock of organ regeneration

Is there a role for statistics in artificial intelligence?