Kerstin Denecke

Orcid: 0000-0001-6691-396X

Affiliations:
  • Berner Fachhochschule Technik und Informatik, Switzerland


According to our database1, Kerstin Denecke authored at least 120 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Transformer Models in Healthcare: A Survey and Thematic Analysis of Potentials, Shortcomings and Risks.
J. Medical Syst., December, 2024

Conversational Agents in Healthcare: A Variability Perspective.
Proceedings of the 18th International Working Conference on Variability Modelling of Software-Intensive Systems, 2024

2023
Designing personalised mHealth solutions: An overview.
J. Biomed. Informatics, October, 2023

Sentiment analysis of clinical narratives: A scoping review.
J. Biomed. Informatics, April, 2023

The performance of serious games for enhancing attention in cognitively impaired older adults.
npj Digit. Medicine, 2023

Exploring Obese Adults' Preferences for a Physical Activity Chatbot: Qualitative Study.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

What Do Autistic People Discuss on Twitter? An Approach Using BERTopic Modelling.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

How to Design Successful Participatory Design Workshops for Digital Health Solutions?
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Towards Safe Conversational Agents in Healthcare.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Digital Interventions and Their Unexpected Outcomes - Time for Digitalovigilance?
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

How to Design Successful Conversations in Conversational Agents in Healthcare?
Proceedings of the HCI International 2023 Posters, 2023

Fading Fatigue - A Self-Management App for Supporting Long-COVID Patients with Fatigue.
Proceedings of the dHealth 2023, 2023

How Does Shortage of Health IT Professionals Impact on the Digital Health Transformation?
Proceedings of the dHealth 2023, 2023

Designing a Digital Medical Interview Assistant for Radiology.
Proceedings of the dHealth 2023, 2023

Analysis of Semantic Drifting in Diagnostic Texts for Sleep Disorders.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

Feasibility of Cough Detection and Classification Using Artificial Intelligence in an Ambulatory Setting with a Ceiling Mounted Microphone.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

Sentiment Analysis in the Medical Domain
Springer, ISBN: 978-3-031-30186-5, 2023

2022
Classification of user queries according to a hierarchical medical procedure encoding system using an ensemble classifier.
Frontiers Artif. Intell., 2022

What Can We Learn from Quality Requirements in ISO/TS 82304-2 for Evaluating Conversational Agents in Healthcare?
Proceedings of the pHealth 2022 - Proceedings of the 19th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2022

Usability Assessment of Conversational Agents in Healthcare: A Literature Review.
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Digital Medical Interview Assistant for Radiology: Opportunities and Challenges.
Proceedings of the dHealth 2022, 2022

2021
A Mental Health Chatbot for Regulating Emotions (SERMO) - Concept and Usability Test.
IEEE Trans. Emerg. Top. Comput., 2021

Social Media Chatbot for Increasing Physical Activity: Usability Study.
Proceedings of the pHealth 2021 - Proceedings of the 18th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2021

Crowdsourcing for Creating a Dataset for Training a Medication Chatbot.
Proceedings of the Public Health and Informatics, 2021

How Artificial Intelligence for Healthcare Look Like in the Future?
Proceedings of the Public Health and Informatics, 2021

What Characterizes Safety of Ambient Assisted Living Technologies?
Proceedings of the Public Health and Informatics, 2021

Can We Do Better than Gesturing? Requirements for a Digital Communication Aid to Support Non-Verbal Communication in Paediatric Emergency Care.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Does Enrichment of Clinical Texts by Ontology Concepts Increases Classification Accuracy?
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Operations Management in Ambulatory Care in Switzerland.
Proceedings of the Navigating Healthcare Through Challenging Times - Proceedings of dHealth 2021, 2021

Digital Health Intervention to Support Refugees in Switzerland.
Proceedings of the Navigating Healthcare Through Challenging Times - Proceedings of dHealth 2021, 2021

Developing Intelligent Interviewers to Collect the Medical History: Lessons Learned and Guidelines.
Proceedings of the Navigating Healthcare Through Challenging Times - Proceedings of dHealth 2021, 2021

2020
Can a Chatbot Increase the Motivation to Provide Personal Health Information?
Proceedings of the pHealth 2020 - Proceedings of the 17th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2020

What Do We Know About the Use of Chatbots for Public Health?
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

How to Evaluate Health Applications with Conversational User Interface?
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Information Capturing in Pre-Hospital Emergency Medical Settings (EMS).
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Speech-based Documentation in Emergency Medical Services with the Electronic Language Interface for Ambulance Services.
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Assessing and Improving the Usability of the Medical Data Models Portal.
Proceedings of the dHealth 2020 - Biomedical Informatics for Health and Care, 2020

How to Motivate Children with Severe Disabilities to Adhere to Their Therapy?
Proceedings of the dHealth 2020 - Biomedical Informatics for Health and Care, 2020

SLEEPexpert App - A Mobile Application to Support Insomnia Treatment for Patients with Severe Psychiatric Disorders.
Proceedings of the Integrated Citizen Centered Digital Health and Social Care - Citizens as Data Producers and Service co-Creators, 2020

Dashboard Visualization of Information for Emergency Medical Services.
Proceedings of the Integrated Citizen Centered Digital Health and Social Care - Citizens as Data Producers and Service co-Creators, 2020

Extending Patient Education with CLAIRE: An Interactive Virtual Reality and Voice User Interface Application.
Proceedings of the Addressing Global Challenges and Quality Education, 2020

2019
Towards automatic encoding of medical procedures using convolutional neural networks and autoencoders.
Artif. Intell. Medicine, 2019

Recent advances in extracting and processing rich semantics from medical texts.
Artif. Intell. Medicine, 2019

Towards a Digital Lean Hospital: Concept for a Digital Patient Board and Its Integration with a Hospital Information System.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Towards Emotion-Sensitive Conversational User Interfaces in Healthcare Applications.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Dynamic Pocket Card for Implementing ISBAR in Shift Handover Communication.
Proceedings of the German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine - Proceedings of the 64th Annual Meeting of the German Association of Medical Informatics, Biometry and Epidemiology (gmds e.V.) 2019 in Dortmund, Germany, 2019

Supporting Blind and Visually Impaired Persons in Managing Their Medication.
Proceedings of the German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine - Proceedings of the 64th Annual Meeting of the German Association of Medical Informatics, Biometry and Epidemiology (gmds e.V.) 2019 in Dortmund, Germany, 2019

Exchanging Appointment Data Among Healthcare Institutions.
Proceedings of the dHealth 2019 - From eHealth to dHealth, 2019

Creating Individualized Education Material for Diabetes Patients Using the eDiabetes Platform.
Proceedings of the dHealth 2019 - From eHealth to dHealth, 2019

A Concept for a Data Dictionary System Supporting for Clinical Research.
Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019

Obesity Entity Extraction from Real Outpatient Records: When Learning-Based Methods Meet Small Imbalanced Medical Data Sets.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018
Ebola Outbreak Containment: Real-Time Task and Resource Coordination With SORMAS.
Frontiers ICT, 2018

Using eMMA to Manage Medication.
Computer, 2018

Querying archetype-based EHRs by search ontology-based XPath engineering.
J. Biomed. Semant., 2018

Last Mile Towards Efficient Healthcare Delivery in Switzerland: eHealth Enabled Applications Could Speed Up the Care Process.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

User Evaluation Indicates High Quality of the Surveillance Outbreak Response Management and Analysis System (SORMAS) After Field Deployment in Nigeria in 2015 and 2018.
Proceedings of the German Medical Data Sciences: A Learning Healthcare System, 2018

Facilitating the Information Exchange Using a Modular Electronic Discharge Summary.
Proceedings of the Health Informatics Meets eHealth - Biomedical Meets eHealth - From Sensors to Decisions, 2018

Talking to Ana: A Mobile Self-Anamnesis Application with Conversational User Interface.
Proceedings of the 2018 International Conference on Digital Health, 2018

A Concept for Improving Cross-Sector Care by a Mobile Patient Navigator App.
Proceedings of the Decision Support Systems and Education, 2018

2017
Domain Modeling and Application Development of an Archetype- and XML-based EHRS.
Appl. Clin. Inform., 2017

Concept Embedding for Relevance Detection of Search Queries Regarding CHOP.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

A Mobile System for Music Anamnesis and Receptive Music Therapy in the Personal Home.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Integrated Care Processes Designed for the Future Healthcare System.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

eMedication Meets eHealth with the Electronic Medication Management Assistant (eMMA).
Proceedings of the Health Informatics Meets eHealth - Digital Insight - Information-Driven Health & Care, 2017

A First Standardized Swiss Electronic Maternity Record.
Proceedings of the Health Informatics Meets eHealth - Digital Insight - Information-Driven Health & Care, 2017

Concept-Based Retrieval from Critical Incident Reports.
Proceedings of the Health Informatics Meets eHealth - Digital Insight - Information-Driven Health & Care, 2017

2016
Patient Records Retrieval System for Integrated Care in Treatment of Cervical Spine Defect.
Proceedings of the Data Management and Analytics for Medicine and Healthcare, 2016

Querying standardized EHRs by a Search Ontology XML extension (SOX).
Proceedings of the 7th Workshop on Ontologies and Data in Life Sciences, 2016

Integrating Social Media and Mobile Sensor Data for Clinical Decision Support: Concept and Requirements.
Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

Patient Centered Event Representation for the Treatment of Multifactorial Diseases: Current Progress and Challenges.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

Aspect-Oriented Visualization of the Health Status: An Example in Treatment of Cervical Spine Defect.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

The Generation of a Corpus for Clinical Sentiment Analysis.
Proceedings of the Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29, 2016

Extraction and Processing of Rich Semantics from Medical Texts.
Proceedings of the Joint Proceedings of the 2th Workshop on Emotions, 2016

Automatic Analysis of Critical Incident Reports: Requirements and Use Cases.
Proceedings of the Health Informatics Meets eHealth - Predictive Modeling in Healthcare - From Prediction to Prevention, 2016

2015
Sentiment analysis in medical settings: New opportunities and challenges.
Artif. Intell. Medicine, 2015

Template and Model Driven Development of Standardized Electronic Health Records.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Extraction Of Adverse Events From Clinical Documents To Support Decision Making Using Semantic Preprocessing.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Rule-based Cervical Spine Defect Classification Using Medical Narratives.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Clinical Decision Support Based on Integrated Patient Models: A Vision.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Web-tool to Support Medical Experts in Probabilistic Modelling Using Large Bayesian Networks With an Example of Hinosinusitis.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Archetype based patient data modeling to support treatment of pituitary adenomas.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Health Web Science - Social Media Data for Healthcare
Health Information Science, Springer, ISBN: 978-3-319-20582-3, 2015

2014
Retrieving Attitudes: Sentiment Analysis from Clinical Narratives.
Proceedings of the Medical Information Retrieval Workshop at SIGIR co-located with the 37th annual international ACM SIGIR conference (ACM SIGIR 2014), 2014

Visualizing Unstructured Patient Data for Assessing Diagnostic and Therapeutic History.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Sublanguage Analysis of Medical Weblogs.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Ethical Aspects of Using Medical Social Media in Healthcare Applications.
Proceedings of the Health Informatics Meets eHealth, 2014

2013
Making Knowledge on Healthcare Technologies Understandable: An Ontology for Lab-on-a-Chip Systems.
Proceedings of the MEDINFO 2013, 2013

New Trends in Health Social Media: Hype or Evidence-based Medicine.
Proceedings of the MEDINFO 2013, 2013

Personalized Medicine and the Need for Decision Support Systems.
Proceedings of the Data and Knowledge for Medical Decision Support, 2013

2012
Epidemic Intelligence for the Crowd, by the Crowd (Full Version)
CoRR, 2012

Towards personalized learning to rank for epidemic intelligence based on social media streams.
Proceedings of the 21st World Wide Web Conference, 2012

Making use of social media data in public health.
Proceedings of the 21st World Wide Web Conference, 2012

Medical case-driven classification of microblogs: characteristics and annotation.
Proceedings of the ACM International Health Informatics Symposium, 2012

Epidemic Intelligence for the Crowd, by the Crowd.
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

Event-Driven Surveillance - Possibilities and Challenges.
Springer Briefs in Computer Science, Springer, ISBN: 978-3-642-28134-1, 2012

2011
First International Workshop on Web Science and Information Exchange in the Medical Web (MedEx 2010): conference report.
SIGHIT Rec., 2011

Second international workshop on web science and information exchange in the medical web (MedEx 2011).
Proceedings of the 20th International Conference on World Wide Web, 2011

Detecting Health Events on the Social Web to Enable Epidemic Intelligence.
Proceedings of the String Processing and Information Retrieval, 2011

Challenges for Signal Generation from Medical Social Media Data.
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

Event-Driven Architecture for Health Event Detection from Multiple Sources.
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

Web science and information exchange in the medical web.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Learning from Medical Social Media Data: Current State and Future Challenges.
Proceedings of the Social Media Tools and Platforms in Learning Environments., 2011

2010
Scalable discovery of contradictions on the web.
Proceedings of the 19th International Conference on World Wide Web, 2010

Using ProMED-Mail and MedWorm Blogs for Cross-Domain Pattern Analysis in Epidemic Intelligence.
Proceedings of the MEDINFO 2010, 2010

Assistive Communication Robot for Pre-operative Health Care.
Proceedings of the Medical Biometrics, Second International Conference, 2010

Cross-Corpus Textual Entailment for Sublanguage Analysis in Epidemic Intelligence.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Topic detection in noisy data sources.
Proceedings of the Fifth IEEE International Conference on Digital Information Management, 2010

Detecting Public Health Indicators from the Web for Epidemic Intelligence.
Proceedings of the Electronic Healthcare - Third International Conference, 2010

A Service-Oriented Architecture for Text Analytics Enabled Business Applications.
Proceedings of the 8th IEEE European Conference on Web Services (ECOWS 2010), 2010

Unsupervised public health event detection for epidemic intelligence.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
How valuable is medical social media data? Content analysis of the medical web.
Inf. Sci., 2009

On the Interdisciplinary Foundations of Diversity.
Proceedings of First International Workshop on Living Web, 2009

Assessing Content Diversity in Medical Weblogs.
Proceedings of First International Workshop on Living Web, 2009

Text classification based on limited bibliographic metadata.
Proceedings of the Fourth IEEE International Conference on Digital Information Management, 2009

Are SentiWordNet scores suited for multi-domain sentiment classification?
Proceedings of the Fourth IEEE International Conference on Digital Information Management, 2009

2008
Enhancing Knowledge Representations by Ontological Relations.
Proceedings of the eHealth Beyond the Horizon, 2008

How to assess customer opinions beyond language barriers?
Proceedings of the Third IEEE International Conference on Digital Information Management (ICDIM), 2008

Using SentiWordNet for multilingual sentiment analysis.
Proceedings of the 24th International Conference on Data Engineering Workshops, 2008

2007
Extracting Specific Medical Data Across Multiple Languages.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2007

Extracting Specific Medical Data Using Semantic Structures.
Proceedings of the Artificial Intelligence in Medicine, 2007


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