Juha Röning

Biocenter Finland — Finland

Engineering · Physical Sciences

31h-index4.2kcitations411works2.12yr avg
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Research Topics

Robotics and Sensor-Based Localization(38), Context-Aware Activity Recognition Systems(34), Robotic Path Planning Algorithms(27), Non-Invasive Vital Sign Monitoring(21), Industrial Vision Systems and Defect Detection(21)

Publications410 total

World Model Enhanced Embodied Intelligence for Deformable Object Manipulation of Dynamic Targets
2025
UAV Deployment for Wildfire Monitoring: Introducing the Hanging Drone Landing Technique
Lecture notes in electrical engineering·2025
Safety in Robotic Haircutting
2025Open Access
UAV digital platform for first-response operations, daily transports, and data acquisition
Developments in the Built Environment·2025Open Access
Online Iterative Learning Enhanced Sim-to-Real Transfer for Efficient Manipulation of Deformable Objects
Machine Intelligence Research·2025Open Access
IRS Channel Estimation in Cell-free MIMO Network: A Coalition Formation Guided Federated Learning Approach
2025
Explainable Prediction of Long-Term Glycated Hemoglobin Response Change in Finnish Patients with Type 2 Diabetes Following Drug Initiation Using Evidence-Based Machine Learning Approaches
Clinical Epidemiology·2025· 5 citedOpen Access
An Experimental Study of SOTA LiDAR Segmentation Models
arXiv (Cornell University)·2025Open Access
Towards Explainable AI–Driven Individualized Treatment Optimization for Breast Cancer Time-to-Event Outcomes
SSRN Electronic Journal·2025Open Access
Copy-Rotate-Paste Augmentation for Point Cloud Segmentation
IEEE Signal Processing Letters·2025Open Access
A tmpfs-Based Middleware for Robotics Applications
Lecture notes in networks and systems·2025
Convolutional Neural Network-Based Classification of Lithium-Ion Battery CAN Messages
IEEE Open Journal of Vehicular Technology·2025· 1 citedOpen Access
UAV-based Intelligent Information Systems on Winter Road Safety for Autonomous Vehicles
2024· 1 cited
OP28 Digi-HTA: The Assessment Method For Digital Health Technologies In Finland
International Journal of Technology Assessment in Health Care·2024Open Access
Analysis of DNA Sequences from Human Sweat and Comparison with Blood Sample
2024
Quantum Algorithms: Application and Feasibility
Lecture notes in computer science·2024
Automatic Jig-Assisted Battery Exchange for Lightweight Drones
Machines·2024· 3 citedOpen Access
Training Autonomous Cyber Defense Agents: Challenges & Opportunities in Military Networks
2024· 11 cited
Federated Learning on 5G Edge for Industrial Internet of Things
IEEE Network·2024· 10 citedOpen Access
Filling Missing Values Matters for Range Image-Based Point Cloud Segmentation
IEEE Transactions on Intelligent Vehicles·2024· 1 citedOpen Access
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Frequent Co-authors

Pekka Siirtola(16), Heli Koskimäki(8), Patrick N. Lemougna(6), Juho Yliniemi(6), P. Tanskanen(6), Päivö Kinnunen(6), Mirja Illikainen(6), Perttu Laurinen(5), Jaakko Suutala(5), Arnold Ismailov(3), Erkki Levänen(3), Ville Huikari(3), Janne Haverinen(3), Hannu Kinnunen(3), Satu Tamminen(3), Marja Matinmikko(3), Dennis Roberson(3), Marko Höyhtyä(3), Adeolu Adediran(2), Ilari Vallivaara(2)