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Taridzo Chomutare

Bio

Taridzo earned his PhD in Computer Science from UiT in 2014, following a master’s degree in Telemedicine and eHealth (2008).

His research sits at the intersection of computer science, artificial intelligence, and healthcare, with a particular focus on digital health, clinical text analytics, and the implementation of AI in real-world healthcare settings. He has extensive experience leading and managing nationally and internationally funded eHealth projects, including large collaborative initiatives on clinical coding, federated health data networks, and AI-supported health services.

Earlier in his career, his work focused on mobile health and telemedicine interventions for chronic conditions, particularly type 2 diabetes, including the development and evaluation of mobile applications and group-based digital self-management programmes. This experience continues to inform his current work on participatory health, technology adoption, and sustainable digital health solutions.

Dr. Chomutare has authored more than 60 peer-reviewed publications and serves on editorial boards and scientific committees for international journals and conferences in medical informatics and digital health. Alongside his research, he is actively involved in teaching, supervision, and mentorship, and contributes to building capacity in eHealth research and innovation in Norway and internationally.

Taridzo's projects
Project title Year Theme Project management
Smartphones in Type-2 Diabetes Group Education Programs 2014 - 2016 Citizen services
Eirik Årsand
Diabetes on social media: Health promotion intervention and behaviour analysis 2017 - 2020 Citizen services
NorKlinTekst: Natural language processing to extract knowledge from clinical notes in electronic health records 2018 - 2020 Health data
Taridzo Chomutare
Health Analytics knowledge raising 2017 - 2018 Helsedata
Per Atle Bakkevoll
Advanced Secure Cloud Encrypted Platform for Internationally Orchestrated Solutions (ASCLEPIOS) 2018 - 2022 Health data
Services for health professionals
Kassaye Yitbarek Yigzaw
Exploring electronic phenotyping for clinical practice in Norway 2019 - 2020 Health data
Alexandra Makhlysheva
Knowledge summary: AI Implementation in Healthcare 2021 - 2022 Health data
Maryam Tayefi Nasrabadi
ClinCode - Computer-Assisted Clinical ICD-10 Coding for improving efficiency and quality in healthcare 2021 - 2024 Health data
Hercules Dalianis
NHDS - Nordic Health Data Spaces 2023 - 2025 Health data
Kassaye Yitbarek Yigzaw
FederatedHealth: A Nordic Federated Health Data Network 2023 - 2025 Helsedata
Health data
Taridzo Chomutare
AI Democratization for All 2024 - 2025 Innbyggertjenester
Anne Moen
AI-SHeFMan - Sustainable and Healthy Food Management System using Generative AI 2025 - 2027 Maryam Tayefi Nasrabadi
EasyICD: AI-assisted ICD-10 clinical coding 2026 - 2026 Anne Torill Nordsletta
Taridzo's publications in Cristin
Title Year Category
Federated learning’s uncomfortable truth: why human networks matter more than neural networks 2026 Academic article
A roadmap for federated learning projects using health data to guide sustainable artificial intelligence development in the European Union 2026 Academic article
Implementing a Nordic-Baltic Federated Health Data Network: A Case Report 2025 Academic article
A rapid review on the application of common data models in healthcare: Recommendations for data governance and federated learning in artificial intelligence development 2025 Academic article
Artificial Intelligence to Improve Clinical Coding Practice in Scandinavia: Crossover Randomized Controlled Trial 2025 Academic article
Domain-Specific Pretraining of NorDeClin-Bidirectional Encoder Representations From Transformers for International Statistical Classification of Diseases, Tenth Revision, Code Prediction in Norwegian Clinical Texts: Model Development and Evaluation Study 2025 Academic article
Fem nordiske og baltiske land tar et stort steg mot fremtidens helseforskning 2025 Popular scientific article
Barriers and Facilitators for Federated Health Data Networks: Lessons Learned from a Nordic-Baltic Experience 2025 Academic article
Building Bridges for Federated Learning in Healthcare: Review on Approaches for Common Data Model Development 2024 Academic chapter/article/Conference paper
Deidentifying a Norwegian clinical corpus - An effort to create a privacy-preserving Norwegian large clinical language model 2024 Academic article
Improving Quality of ICD-10 (International Statistical Classification of Diseases, Tenth Revision) Coding Using AI: Protocol for a Crossover Randomized Controlled Trial 2024 Academic article
A multinational study on artificial intelligence adoption: Clinical implementers' perspectives 2024 Academic article
Precision Prevention through Social Media: Report of Four Cases 2024 Academic article
Easy-ICD - a tool to predict ICD-10 gastro codes from Swedish discharge summaries 2024 Poster
De-identifying Norwegian Clinical Text using Resources from Swedish and Danish 2023 Academic article
De-identifying Norwegian clinical text using resources from Swedish and Danish 2023 Academic lecture
Using a large open clinical corpus for improved ICD-10 diagnosis coding 2023 Academic article
Using a large open clinical corpus for improved ICD-10 diagnosis coding 2023 Academic lecture
ClinCode - Computer-Assisted Clinical ICD-10 Coding for improving efficiency and quality in healthcare 2022 Academic lecture
ClinCode - Computer-Assisted Clinical ICD-10 Coding for improving efficiency and quality in healthcare 2022 Poster
Combining deep learning and fuzzy logic to predict rare ICD-10 codes from clinical notes 2022 Academic chapter/article/Conference paper
Health data security and privacy: Challenges and solutions for the future 2022 Academic chapter/article/Conference paper
Artificial Intelligence Implementation in Healthcare: A Theory-Based Scoping Review of Barriers and Facilitators 2022 Academic literature review
A Privacy-Preserving Audit and Feedback System for the Antibiotic Prescribing of General Practitioners: Survey Study 2022 Academic article
Clinical Notes De-Identification: Scoping Recent Benchmarks for n2c2 Datasets 2022 Academic article
The Influence of NegEx on ICD-10 Code Prediction in Swedish: How is the Performance of BERT and SVM Models Affected by Negations? 2022 Academic lecture
The Influence of NegEx on ICD-10 Code Prediction in Swedish: How is the Performance of BERT and SVM Models Affected by Negations? 2022 Academic article
Healthcare and data privacy requirements for e-health cloud: A qualitative analysis of clinician perspectives 2021 Academic chapter/article/Conference paper
Challenges and opportunities beyond structured data in analysis of electronic health records 2021 Academic literature review
Healthcare and data privacy requirements for e-health cloud: a qualitative analysis of clinician perspectives 2021 Academic lecture
Risk-Averse Food Recommendation Using Bayesian Feedforward Neural Networks for Patients with Type 1 Diabetes Doing Physical Activities 2020 Academic article
Utforsking av elektronisk fenotyping for klinisk praksis 2020 Report
Exploring electronic phenotyping for clinical practice in Norwegian settings 2020 Report
De-identifying Swedish EHR text using public resources in the general domain 2020 Academic article
Building a De-identification System for Real Swedish Clinical Text Using Pseudonymised Clinical Text 2019 Academic chapter/article/Conference paper
Social media for health promotion in diabetes: Study protocol for a participatory public health intervention design 2018 Academic article
Negation detection in Norwegian medical text: Porting a Swedish NegEx to Norwegian. Work in progress 2018 Poster
Health analytics Kunstig intelligens – nye muligheter for helsetjenesten 2018 Report
Health Analytics 2018 Report
An early infectious disease outbreak detection system based on self-recorded data from people with diabetes 2017 Poster
Self-documentation and Patient Engagement with Helseplattformen in Mental Healthcare 2017 Lecture
An early infectious disease outbreak detection system based on self-recorded data from people with diabetes 2017 Abstract
Blockchain and Digital Health 2017 Report
Using Online Forums to Better Understand Motivations Behind Technology Uptake Among Type 2 Diabetes Patients, Using CGM as the Use-Case 2016 Abstract
Utilizing technology and alternative approaches for displaying vital information and creating engagement for children and adolescents with diabetes 2016 Abstract
Serious Gaming in Diabetes: Combining Apps and Gaming Principles in a Holistic Diabetes Environment 2016 Abstract
Effectiveness of an Internet Community for Severely Obese Women 2016 Academic article
Play and Learn: Developing a Social Game for Children with Diabetes 2016 Academic lecture
Play and Learn: Developing a Social Game for Children with Diabetes 2016 Academic article
Serious Game Co-Design for Children with Type 1 Diabetes 2016 Academic lecture
Serious game co-design for children with type 1 diabetes 2016 Academic article
Effectiveness of an Internet Community for Severely Obese Women 2016 Academic lecture
Utilizing technology and alternative approaches for displaying vital information and creating engagement for children and adolescents with diabetes 2016 Poster
Using Online Forums to Better Understand Motivations Behind Technology Uptake Among Type 2 Diabetes Patients, Using CGM as the Use-Case 2016 Poster
Serious Gaming in Diabetes: Combining Apps and Gaming Principles in a Holistic Diabetes Environment 2016 Poster
Selvhjelpssystemer for behandling av diabetes i utviklingsland 2015 Lecture
Mobile applications for people with diabetes published between 2010 and 2015 2015 Academic article
Selvhjelpsverktøy for barn og ungdom med diabetes i lav- og mellominntektsland 2015 Academic lecture
Ambient light as an information mediator for parents to children with diabetes 2015 Abstract
Mining Symptoms of Severe Mood Disorders in Large Internet Communities 2015 Academic chapter/article/Conference paper
Mining Symptoms of Severe Mood Disorders in Large Internet Communities 2015 Academic lecture
Diabetes Group Education versus Individual Counselling: Review of Conflicting Evidence 2015 Academic lecture
Complex Network Structure Patterns in Open Internet Communities for People with Diabetes 2014 Doctoral dissertation
Patient similarity using network structure properties in online communities 2014 Academic chapter/article/Conference paper
Persuasive attributes of medication adherence interventions for older adults: A systematic review 2014 Academic literature review
Social network analysis to delineate interaction patterns that predict weight loss performance 2014 Academic chapter/article/Conference paper
Text Classification to Automatically Identify Online Patients Vulnerable to Depression 2014 Academic article
Systematic review of behavioral obesity interventions and their persuasive qualities 2014 Academic literature review
Surgical Telementoring in Knowledge Translation--Clinical Outcomes and Educational Benefits: A Comprehensive Review 2013 Academic literature review
Designing a diabetes mobile application with social network support 2013 Academic article
Characterizing Development Patterns of Healthcare Social Networks 2013 Academic article
Inferring community structure in healthcare forums. An empirical study 2013 Academic article
The Snow system – a distributed medical data processing system 2013 Academic lecture
Designing a diabetes mobile application with social network support 2013 Academic lecture
Temporal Community Structure Patterns in Diabetes Social Networks 2012 Academic lecture
Exploring the community structure of a diabetes forum 2012 Academic lecture
Exploring the community structure of a diabetes forum 2012 Academic article
Clinical and Educational Benefits of Surgical Telementoring 2012 Academic chapter/article/Conference paper
Temporal Community Structure Patterns in Diabetes Social Networks 2012 Academic chapter/article/Conference paper
Mobile Health Applications to Assist Patients with Diabetes: Lessons Learned and Design Implications 2012 Academic article
Personalized Mobile Phone-based Tools for Type 1 Diabetes 2011 Poster
Review of iPhone Applications for Diabetes Self-Management 2011 Academic lecture
Exploring the use of Educational Video Games as Self-Management Tools for Children and Adolescents with Type 1 Diabetes Mellitus 2011 Academic chapter/article/Conference paper
Features of Mobile Diabetes Applications: Review of the Literature and Analysis of Current Applications Compared Against Evidence-Based Guidelines 2011 Academic literature review
Mobile Peer Support in Diabetes 2011 Academic article
Real-time local epidemiological data through the internet as a management tool for infections in the community 2011 Poster
Mobile Peer Support in Diabetes 2011 Academic lecture
Diabetes diary based on a mobile phone – Users´experiences and iterative design process 2009 Poster
A context-sensitive framework for mobile terminals for assisting Type 2 diabetes patients 2008 Masters thesis
A Context-Sensitive Framework for Mobile Terminals for Assisting Type 2 Diabetes Patients 2008 Report
Context-Sensitive Framework for Mobile Terminals for Assisting Type 2 Diabetes Patients 2008 Academic lecture
Taridzo's project reports
Report no. Title Author(s)
2020 04 Utforsking av elektronisk fenotyping for klinisk praksis Alexandra Makhlysheva, Phuong Dinh Ngo, Maryam Tayefi Nasrabadi, Torbjørn Torsvik, Taridzo Chomutare
2020 03 Exploring electronic phenotyping for clinical practice in Norwegian settings Alexandra Makhlysheva, Maryam Tayefi Nasrabadi, Phuong Dinh Ngo, Taridzo Chomutare, Torbjørn Torsvik
2017 09 Blockchain and Digital Health Taridzo Chomutare, Kassaye Yitbarek Yigzaw, Line Helen Linstad, Anne Torill Nordsletta
2018 04 Health Analytics Alexandra Makhlysheva, Taridzo Chomutare, Anne Torill Nordsletta, Per Atle Bakkevoll, Torje Dahle Henriksen, Joseph Stephen Hurley, Johan Gustav Bellika, Fred Godtliebsen, Terje Solvoll, Line Helen Linstad, Stein Olav Skrøvseth, Håvard Blixgård, Andrius Budrionis
2018 03 Health analytics: Kunstig intelligens–nye muligheter for helsetjenesten Per Atle Bakkevoll, Alexandra Makhlysheva, Taridzo Chomutare, Line Helen Linstad, Anne Torill Nordsletta, Fred Godtliebsen, Johan Gustav Bellika, Terje Solvoll, Torje Dahle Henriksen, Joseph Stephen Hurley, Stein Olav Skrøvseth, Håvard Blixgård, Andrius Budrionis
Taridzo's fact sheets
Fact sheet no Title Contact
2020 01 Exploring electronic phenotyping for clinical practice Alexandra Makhlysheva Anne Torill Nordsletta Maryam Tayefi Nasrabadi Taridzo Chomutare
Taridzo's posters
Poster no. Title Author(s) Size
2024 01 Easy-ICD - a tool to predict ICD-10 gastro codes from Swedish discharge summaries Taridzo Chomutare, Hercules Dalianis A1
2022 06 ClinCode - Computer-Assisted Clinical ICD-10 Coding for improving efficiency and quality in healthcare Hercules Dalianis, Taridzo Chomutare A1
2018 14 Negation detection in Norwegian medical text: Porting a Swedish NegEx to Norwegian Work in progress Hercules Dalianis, Kassaye Yitbarek Yigzaw, Alexandra Makhlysheva, Taridzo Chomutare A0