List of works - Tim Conrad

A Convergent Discretization Method for Transition Path Theory for Diffusion Processes

scientific article published in January 2021

Accuracy of the unified approach in maternally influenced traits--illustrated by a simulation study in the honey bee (Apis mellifera).

scientific article

Acfs: accurate circRNA identification and quantification from RNA-Seq data

scientific article

An Interpretable Deep Learning Approach for Biomarker Detection in LC-MS Proteomics Data

scientific article published in January 2023

An inception cohort study assessing the role of pneumococcal and other bacterial pathogens in children with influenza and ILI and a clinical decision model for stringent antibiotic use.

scientific article published on 11 February 2016

Bioinformatics

scientific article (2008)

Bravo MaRDI: A Wikibase Powered Knowledge Graph on Mathematics ⬇️

scientific article published on 20 September 2023

Can we distinguish respiratory viral infections based on clinical features? A prospective pediatric cohort compared to systematic literature review

scientific article published on 24 July 2018

Clinical Effectiveness of Ritonavir-Boosted Nirmatrelvir—A Literature Review

scientific article published on 18 January 2024

Combining Phage Display and Next-generation Sequencing for Materials Sciences: A Case Study on Probing Polypropylene Surfaces

scientific article published on 28 May 2020

Dictionary learning for transcriptomics data reveals type-specific gene modules in a multi-class setting

scientific article published in 2020

Disease Burden and Inpatient Management of Children with Acute Respiratory Viral Infections during the Pre-COVID Era in Germany: A Cost-of-Illness Study

scientific article published on 26 March 2024

EMT network-based feature selection improves prognosis prediction in lung adenocarcinoma

scientific article published in PLoS ONE

Educating parents about the vaccination status of their children: A user-centered mobile application

scientific article published on 14 January 2017

Enabling Precision Medicine With Digital Case Classification at the Point-of-Care.

scientific article published on 12 January 2016

Enhancing Electrocardiogram (ECG) Analysis of Implantable Cardiac Monitor Data: An Efficient Pipeline for Multi-Label Classification

scientific article published on 21 October 2023

Federated Learning with Deep Neural Networks: A Privacy-Preserving Approach to Enhanced ECG Classification

Human Parechovirus Infections Associated with Seizures and Rash in Infants and Toddlers

scientific article published on 15 July 2015

Inferring proteolytic processes from mass spectrometry time series data using degradation graphs

scientific article

Influenza and other respiratory viruses: standardizing disease severity in surveillance and clinical trials

scientific article

Innovative Digital Tools and Surveillance Systems for the Timely Detection of Adverse Events at the Point of Care: A Proof-of-Concept Study

scientific article published on 27 June 2016

Linking digital surveillance and in-depth virology to study clinical patterns of viral respiratory infections in vulnerable patient populations

scientific article published on 21 April 2022

Making Mathematical Research Data FAIR: Pathways to Improved Data Sharing

scientific article published on 22 June 2024

Pancreatic carcinoma, pancreatitis, and healthy controls: metabolite models in a three-class diagnostic dilemma

scientific article published on 6 November 2012

Parallel Exchange of Randomized SubGraphs for Optimization of Network Alignment: PERSONA

scientific article published in May 2023

Reusable building blocks in biological systems

scientific article published on 01 December 2018

Serum amino acid profiles and their alterations in colorectal cancer

scientific article

Serum peptidome profiling revealed platelet factor 4 as a potential discriminating Peptide associated with pancreatic cancer

scientific article

Simulating a base population in honey bee for molecular genetic studies

scientific article

Sparse Proteomics Analysis - a compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data

scientific article

Surface-enhanced laser desorption/ionization time-of-flight mass spectrometry: serum protein profiling in seminoma patients

scientific article

Towards a personalised approach to managing influenza infections in infants and children - food for thought and a note on oseltamivir.

scientific article

Transfer learning for ECG classification

scientific article published on 04 March 2021

List of works by Tim Conrad

A Convergent Discretization Method for Transition Path Theory for Diffusion Processes

Accuracy of the unified approach in maternally influenced traits--illustrated by a simulation study in the honey bee (Apis mellifera).

Acfs: accurate circRNA identification and quantification from RNA-Seq data

An Interpretable Deep Learning Approach for Biomarker Detection in LC-MS Proteomics Data

An inception cohort study assessing the role of pneumococcal and other bacterial pathogens in children with influenza and ILI and a clinical decision model for stringent antibiotic use.

Bioinformatics

Bravo MaRDI: A Wikibase Powered Knowledge Graph on Mathematics ⬇️

Can we distinguish respiratory viral infections based on clinical features? A prospective pediatric cohort compared to systematic literature review

Clinical Effectiveness of Ritonavir-Boosted Nirmatrelvir—A Literature Review

Combining Phage Display and Next-generation Sequencing for Materials Sciences: A Case Study on Probing Polypropylene Surfaces

Dictionary learning for transcriptomics data reveals type-specific gene modules in a multi-class setting

Disease Burden and Inpatient Management of Children with Acute Respiratory Viral Infections during the Pre-COVID Era in Germany: A Cost-of-Illness Study

EMT network-based feature selection improves prognosis prediction in lung adenocarcinoma

Educating parents about the vaccination status of their children: A user-centered mobile application

Enabling Precision Medicine With Digital Case Classification at the Point-of-Care.

Enhancing Electrocardiogram (ECG) Analysis of Implantable Cardiac Monitor Data: An Efficient Pipeline for Multi-Label Classification

Federated Learning with Deep Neural Networks: A Privacy-Preserving Approach to Enhanced ECG Classification

Human Parechovirus Infections Associated with Seizures and Rash in Infants and Toddlers

Inferring proteolytic processes from mass spectrometry time series data using degradation graphs

Influenza and other respiratory viruses: standardizing disease severity in surveillance and clinical trials

Innovative Digital Tools and Surveillance Systems for the Timely Detection of Adverse Events at the Point of Care: A Proof-of-Concept Study

Linking digital surveillance and in-depth virology to study clinical patterns of viral respiratory infections in vulnerable patient populations

Making Mathematical Research Data FAIR: Pathways to Improved Data Sharing

Pancreatic carcinoma, pancreatitis, and healthy controls: metabolite models in a three-class diagnostic dilemma

Parallel Exchange of Randomized SubGraphs for Optimization of Network Alignment: PERSONA

Reusable building blocks in biological systems

Serum amino acid profiles and their alterations in colorectal cancer

Serum peptidome profiling revealed platelet factor 4 as a potential discriminating Peptide associated with pancreatic cancer

Simulating a base population in honey bee for molecular genetic studies

Sparse Proteomics Analysis - a compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data

Surface-enhanced laser desorption/ionization time-of-flight mass spectrometry: serum protein profiling in seminoma patients

Towards a personalised approach to managing influenza infections in infants and children - food for thought and a note on oseltamivir.

Transfer learning for ECG classification