A Novel Virtual Coaching System Based on Personalized Clinical Pathways for Rehabilitation of Older Adults - Requirements and Implementation Plan of the vCare Project.

[BibT_eX]

[DOI]

Sofoklis A. Kyriazakos

Hannes Schlieter

Juan Carlos Gomez-Esteban

Lucia Pannese

Morten Bøttcher

Vibeke Lynggaard

Frontiers Digit. Health, 2020

Synthetic Image Rendering Solves Annotation Problem in Deep Learning Nanoparticle Segmentation.

[BibT_eX]

[DOI]

Silke H. Christiansen

CoRR, 2020

Recommeding Safe Actions by Learning from Sub-optimal Demonstrations.

[BibT_eX]

[DOI]

Lars Boecking

Patrick Philipp

Proceedings of the 5th International Workshop on Health Recommender Systems co-located with the 14th ACM Conference on Recommender Systems 2020 (RecSys 2020), 2020

Predictive Analysis of Business Processes Using Neural Networks with Attention Mechanism.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

Personalized Automated Machine Learning.

[BibT_eX]

[DOI]

Cedric Kulbach

Patrick Philipp

Steffen Thoma

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Decision-Making with Multi-Step Expert Advice on the Web.

[BibT_eX]

[DOI]

Patrick Philipp

PhD thesis, 2019

Continuous support for rehabilitation using machine learning.

[BibT_eX]

[DOI]

it Inf. Technol., 2019

Smart Web Services (SmartWS) - The Future of Services on the Web.

[BibT_eX]

[DOI]

CoRR, 2019

Relational schemata for distributed SPARQL query processing.

[BibT_eX]

[DOI]

Victor Anthony Arrascue Ayala

Guilherme Schievelbein

Io Taxidou

Georg Lausen

Proceedings of the International Workshop on Semantic Big Data, 2019

Cooperative Web Agents by Combining Semantic Technologies with Reinforcement Learning.

[BibT_eX]

[DOI]

Nicole Merkle

Patrick Philipp

Proceedings of the 10th International Conference on Knowledge Capture, 2019

2018

Interactive Decision Support: A Framework to Improve Diagnostic Processes of Cancerous Diseases Using Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2018

2017

A Semantic Framework for Sequential Decision Making.

[BibT_eX]

[DOI]

J. Web Eng., 2017

On Automating Decentralized Multi-Step Service Combination.

[BibT_eX]

[DOI]

Patrick Philipp

Achim Rettinger

Maria Maleshkova

Proceedings of the 2017 IEEE International Conference on Web Services, 2017

Expert-based probabilistic modeling of workflows in context of surgical interventions.

[BibT_eX]

[DOI]

Patrick Philipp

Jürgen Beyerer

Yvonne Fischer

Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2017

Reinforcement Learning for Multi-Step Expert Advice.

[BibT_eX]

[DOI]

Patrick Philipp

Achim Rettinger

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016

Toward cognitive pipelines of medical assistance algorithms.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2016

Context-Aware Entity Disambiguation in Text Using Markov Chains.

[BibT_eX]

[DOI]

Lei Zhang

Achim Rettinger

Patrick Philipp

Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Cognitive tools pipeline for assistance of mitral valve surgery.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

2015

Sequential Decision Making with Medical Interpretation Algorithms in the Semantic Web.

[BibT_eX]

[DOI]

Patrick Philipp

Proceedings of the Semantic Web. Latest Advances and New Domains, 2015

Surgical Treatment Model for Context Aware Assistance Systems in Perioperative Surgical Treatment.

[BibT_eX]

Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015

Automatisierung von Vorverarbeitungsschritten für medizinische Bilddaten mit semantischen Technologien.

[BibT_eX]

[DOI]

Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

2014

Using Linked Data and Web APIs for Automating the Pre-processing of Medical Images.

[BibT_eX]

[DOI]

Proceedings of the 5th International Workshop on Consuming Linked Data (COLD 2014) co-located with the 13th International Semantic Web Conference (ISWC 2014), 2014

Challenges in Collecting Patient Characteristics for Analysis using Linked Data.

[BibT_eX]