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List of works by Christoph M. Friedrich

@neurIST - Towards a System Architecture for Advanced Disease Management through Integration of Heterogeneous Data, Computing, and Complex Processing Services

article

@neurIST: infrastructure for advanced disease management through integration of heterogeneous data, computing, and complex processing services

scientific article

A Comparative Evaluation of SteamVR Tracking and the OptiTrack System for Medical Device Tracking

scientific article published on 01 July 2019

A Sales Forecast Model for the German Automobile Market Based on Time Series Analysis and Data Mining Methods

article

Abstracts versus Full Texts and Patents: A Quantitative Analysis of Biomedical Entities

Annotation of enhanced radiographs for medical image retrieval with deep convolutional neural networks

scientific article published in PLoS ONE

Association analyses of 249,796 individuals reveal 18 new loci associated with body mass index

scientific article (publication date: November 2010)

Association of single and multiple aneurysms with tobacco abuse: an @neurIST risk analysis

scientific article published on 01 July 2019

Augmented Reality in Medicine: Systematic and Bibliographic Review

scientific article published on 26 April 2019

Author Correction: Genome-wide association study of intracranial aneurysms identifies 17 risk loci and genetic overlap with clinical risk factors

scientific article published on 22 December 2020

Challenges in the association of human single nucleotide polymorphism mentions with unique database identifiers

scientific article

Classification of Alzheimer's Disease using volumetric features of multiple MRI scans

scientific article published on 01 July 2019

Client-Focused Security Assessment of mHealth Apps and Recommended Practices to Prevent or Mitigate Transport Security Issues

scientific article published on 18 October 2017

Data analysis with Shapley values for automatic subject selection in Alzheimer's disease data sets using interpretable machine learning

scientific article published on 15 September 2021

Domain Adaptation of Transformer-Based Models Using Unlabeled Data for Relevance and Polarity Classification of German Customer Feedback

scientific article published in 2023

Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms

scientific article published on 02 March 2020

Gene Expression Signature in Peripheral Blood Cells Detects Intracranial Aneurysm

article

General Sales Forecast Models for Automobile Markets Based on Time Series Analysis and Data Mining Techniques

article

Genome-wide association study of intracranial aneurysm identifies three new risk loci

scientific article

Genome-wide association study of intracranial aneurysms identifies 17 risk loci and genetic overlap with clinical risk factors

scientific article published on 16 November 2020

Identifying gene-specific variations in biomedical text

scientific article published in December 2007

Knowledge environments representing molecular entities for the virtual physiological human

scientific article published on September 2008

Mining biomarker information in biomedical literature

scientific article

Nano or Not Nano? A Structured Approach for Identifying Nanomaterials According to the European Commission's Definition

scientific article published on 02 August 2020

NanoDefiner e-Tool: An Implemented Decision Support Framework for Nanomaterial Identification

scientific article published on 04 October 2019

Object Detection Featuring 3D Audio Localization for Microsoft HoloLens - A Deep Learning based Sensor Substitution Approach for the Blind

scholarly article published 2018

Optimized Convolutional Neural Network Ensembles for Medical Subfigure Classification

scholarly article by Sven Koitka & Christoph M. Friedrich published 2017 in Lecture Notes in Computer Science

Ossification area localization in pediatric hand radiographs using deep neural networks for object detection

scientific article published in PLoS ONE

Overview of BioCreative II gene mention recognition

scientific article published on September 2008

Prediction of 60 day case-fatality after aneurysmal subarachnoid haemorrhage: results from the International Subarachnoid Aneurysm Trial (ISAT)

scientific article

Primär kutane Lymphome – eine Fallserie von 163 Patienten

scientific article published on 01 December 2018

Reconstruction of chemical molecules from images

scientific article

Risk of rupture of small anterior communicating artery aneurysms is similar to posterior circulation aneurysms

scientific article published on 30 July 2013

Screening for primary aldosteronism in hypertensive subjects: results from two German epidemiological studies

scientific article published on 10 April 2012

Server-Focused Security Assessment of Mobile Health Apps for Popular Mobile Platforms

article

Shared Genetic Risk Factors of Intracranial, Abdominal, and Thoracic Aneurysms

scientific article published on 14 July 2016

Sociodemographic data and APOE-ε4 augmentation for MRI-based detection of amnestic mild cognitive impairment using deep learning systems

scientific article published on 25 September 2020

Text mining in livestock animal science: introducing the potential of text mining to animal sciences

scientific article

UMLS mapping and Word embeddings for ICD code assignment using the MIMIC-III intensive care database

scientific article published on 01 July 2019

Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences

scientific article published in 2020

Variations on Branding with Text Occurrence for Optimized Body Parts Classification

scientific article published on 01 July 2019

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