Henna Tiensuu

University of Oulu — Finland

Engineering · Physical Sciences

3h-index40citations19works0.52yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

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Research Topics

Industrial Vision Systems and Defect Detection(6), Dental Health and Care Utilization(4), Dental Radiography and Imaging(4), Digital Transformation in Industry(3), Artificial Intelligence in Healthcare(3)

Publications19 total

An explainable and transparent machine learning approach for predicting dental caries: a cross-national validation study
BMC Oral Health·2026Open Access
Evaluation of Deep Learning Model for Tooth Number Recognition from Smartphone Photographs
2025Open Access
A Machine Learning Algorithm With an Oversampling Technique in Limited Data Scenarios for the Prediction of Present and Future Restorative Treatment Need: Development and Validation Study
JMIR Medical Informatics·2025· 2 citedOpen Access
An Explainable and Transparent Machine Learning Approach for Predicting Dental Caries: A Cross-National Validation Study
2025Open Access
A Machine Learning Algorithm With an Oversampling Technique in Limited Data Scenarios for the Prediction of Present and Future Restorative Treatment Need: Development and Validation Study (Preprint)
2025· 1 citedOpen Access
Machine Learning -based Optimization of Biomass Drying Process: Application of Utilizing Data Center Excess Heat
Linköping electronic conference proceedings·2025Open Access
Modeling intrinsic factors of inclusive engagement in citizen science: Insights from the participants’ survey analysis of CSI-COP
PLoS ONE·2023· 2 citedOpen Access
Evidence-Based and Explainable Smart Decision Support for Quality Improvement in Stainless Steel Manufacturing
Applied Sciences·2021· 12 citedOpen Access
Intelligent methods for root cause analysis behind the center line deviation of the steel strip
Open Engineering·2020· 2 citedOpen Access
An online quality monitoring tool for information acquisition and sharing in manufacturing: requirements and solutions for the steel industry
International Journal of Industrial and Systems Engineering·2019· 3 cited
An online quality monitoring tool for information acquisition and sharing in manufacturing: requirements and solutions for the steel industry
International Journal of Industrial and Systems Engineering·2019· 1 cited
Recognizing Steel Plate Side Edge Shape automatically using Classi?cation and Regression Models
Linköping electronic conference proceedings·2018· 3 citedOpen Access
AI Enhanced Alarm Presentation for Quality Monitoring
2018· 2 cited
From Measurements to Knowledge - Online Quality Monitoring and Smart Manufacturing
Lecture notes in computer science·2018· 4 cited
Advanced quality monitoring methods for steel production
2017
Online quality monitoring tool
2017
Improving the yield of steel plates by updating the slab design with statistical models
Ironmaking & Steelmaking Processes Products and Applications·2016· 2 cited
Steel Property and Process Models for Quality Control and Optimization
Materials science forum·2013
Modeling the Temperature of Hot Rolled Steel Plate with Semi-supervised Learning Methods
Lecture notes in computer science·2011· 6 cited

Frequent Co-authors

Satu Tamminen(11), Juha Röning(10), Esa Puukko(7), Eija Ferreira(7), Jaakko Suutala(6), Heli Helaakoski(5), Vesa Kyllönen(5), Juha Jokisaari(5), Elina Väyrynen(5), Saujanya Karki(5), Otso Tirkkonen(4), Marja‐Liisa Laitala(4), Ilmari Juutilainen(3), Vuokko Anttonen(3), Katri Kukkola(3), Pekka Siirtola(2), Elina Prokkola(2), Olli Haapala(2), Juha-Matti Pesonen(2), Tapio Salonpää(2)