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Yinan Yu
Postdoctoral Research Fellow
Functional Programming (FP)-
A practical guide to the implementation of AI in orthopaedic research part 8: Resource management checklist for AI-driven research projects in
orthopaedics
Umile Giuseppe Longo, Benedetta Bandini, Maristella Saccomanno, Pieter D'Hooghe, Bálint Zsidai, Jacob Oeding, Felix Conrad Oettl, Kristian Samuelsson, Alessandro De Sire, Robert Feldt, Yinan Yu
Journal of Experimental Orthopaedics - 2026 -
Inclusive AI for Mobility and Transportation. Oral Presentation at the 17th NNDR Conference: Disability in Local and Global Contexts. 7-9 May 2025, University of Helsinki,
Finland
Yinan Yu, Anna Carlsson, Jörgen Lundälv
17th NNDR Conference: Disability in Local and Global Contexts. 7-9 May 2025, University of Helsinki, Finland - 2025 -
Is orthopaedics entering the age of generative AI? - A narrative review of current applications, challenges, and future
directions
Felix C. Oettl, James A. Pruneski, Bálint Zsidai, Yinan Yu, Ting Cong, Thomas Tischer, Michael T. Hirschmann, Kristian Samuelsson
Knee Surgery Sports Traumatology Arthroscopy - 2025 -
Mapping sustainability in higher education: a natural language processing analysis of student
theses
Mattias Sundemo, Åsa Löfgren, Yinan Yu, Samuel Scheidegger
Higher Education - 2025 -
LLMs Can Check Their Own Results to Mitigate Hallucinations in Traffic Understanding
Tasks
Malsha Mahawatta, Beatriz Cabrero-Daniel, Yinan Yu, Christian Berger
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 2025 -
climateBUG (sic) : A data-driven framework for analyzing bank reporting through a climate
lens
Yinan Yu, Samuel Scheidegger, Jasmine Elliott, Åsa Löfgren
Expert Systems with Applications - 2024 -
Evaluating and Enhancing Trustworthiness of LLMs in Perception
Tasks
Malsha Mahawatta, Beatriz Cabrero-Daniel, Yinan Yu, Christian Berger
IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC - 2024 -
Semantic-Aware Representation of Multi-Modal Data for Data Ingress: A Literature
Review
Pierre Lamart, Yinan Yu, Christian Berger
Proceedings of the Euromicro Conference on Software Engineering and Advanced Applications, EUROMICRO-SEAA - 2024 -
AirDnD-Asynchronous In-Range Dynamic and Distributed Network Orchestration
Framework
Malsha Mahawatta, Christian Berger, Yinan Yu
Proceedings - International Conference on Distributed Computing Systems - 2023 -
Microwave technology for detecting traumatic intracranial bleedings: tests on phantom of subdural hematoma and numerical
simulations
Stefan Candefjord, Johan Winges, A.A. Malik, Yinan Yu, Thomas Rylander, Tomas McKelvey, Andreas Fhager, Mikael Elam, Mikael Persson
Medical and Biological Engineering and Computing - 2016 -
Machine Learning Methods Using Class-specific Subspace Kernel Representations for Large-Scale
Applications
Yinan Yu
2016 -
Enhanced Distance Subset Approximation using Class-Specific Subspace Kernel Representation for Kernel
Approximation
Yinan Yu, Konstantinos Diamantaras, Tomas McKelvey, S.Y. Kung
Proceeding of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2016), Vietri sul Mare, Italy - 2016 -
Adaptive margin slack minimization in RKHS for
classification
Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey, S. Y. Kung
41st IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016; Shanghai International Convention CenterShanghai; China; 20 March 2016 through 25 March 2016 - 2016 -
Microwave Technology in Medical Diagnostics and
Treatment
Andreas Fhager, Hana Dobsicek Trefna, Pegah Takook, Yinan Yu, Tomas McKelvey, J. E. Karlsson, Xuezhi Zeng, Mikael Elam, H. Zirath, Mikael Persson
2015 Ieee Mtt-S International Microwave Workshop Series on Rf and Wireless Technologies for Biomedical and Healthcare Applications - 2015 -
Microwave technology in medical diagnostics and
treatment
Andreas Fhager, Hana Dobsicek Trefna, Pegah Takook, Yinan Yu, Tomas McKelvey, J. E. Karlsson, Xuezhi Zeng, M. Elam, Herbert Zirath, Mikael Persson
IEEE MTT-S International Microwave Workshop Series on RF and Wireless Technologies for Biomedical and Healthcare Applications, IMWS-BIO 2015, Taipei, Taiwan, 21-23 September 2015 - 2015 -
Pre-hospital care for stroke and
trauma
Mikael Persson, Andreas Fhager, Yinan Yu, Tomas McKelvey, Jan-Erik Karlsson, Mikael Elam
Conference Proceedings, 2014 IEEE MTT-S International Microwave Workshop Series on: RF and Wireless Technologies for Biomedical and Healthcare Applications, IMWS-Bio 2014, London, United Kingdom, 8-10 December 2014 - 2015 -
Detection of wood decay by
microwaves
Hana Dobsicek Trefna, Yinan Yu, Tomas McKelvey, Mikael Persson
Progress in Electromagnetics Research Symposium, PIERS 2015,Prague. - 2015 -
A robust subspace classification scheme based on empirical intersection removal and sparse
approximation
Yinan Yu, Tomas McKelvey
Integrated Computer-Aided Engineering - 2015 -
Microwave-Based Stroke Diagnosis Making Global Prehospital Thrombolytic Treatment
Possible
Mikael Persson, Andreas Fhager, Hana Dobsicek Trefna, Yinan Yu, Tomas McKelvey, Göran Pegenius, J. E. Karlsson, Mikael Elam
IEEE Transactions on Biomedical Engineering - 2014 -
Multiclass Ridge-adjusted Slack Variable Optimization Using Selected Basis for Fast
Classification
Yinan Yu, Kostas I. Diamantaras, Tomas McKelvey, S.Y. Kung
22nd European Signal Processing Conference, EUSIPCO 2014, Lisbon, Portugal, 1-5 September 2014 - 2014 -
Detection of Breathing and Heartbeat by Using a Simple UWB Radar
System
Qiuchi Jian, Yinan Yu, Jian Yang, Peter Bjorkholmy, Tomas McKelvey
8th European Conference on Antennas and Propagation, EuCAP 2014, The Hague, The Netherlands 6-11 April 2014 - 2014 -
Feature Reduction Based on Sum-of-SNR (SOSNR)
Optimization
Yinan Yu, Tomas McKelvey, S.Y. Kung
The 39th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) - 2014 -
Microwave technology for localization of traumatic intracranial bleedings—a numerical simulation
study
Stefan Candefjord, Johan Winges, Yinan Yu, Thomas Rylander, Tomas McKelvey
35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013; Osaka; Japan; 3 July 2013 through 7 July 2013 - 2013 -
Microwave based diagnostics and treatment in
practice
Mikael Persson, Andreas Fhager, Hana Trefna, Pegah Takook, Yinan Yu, Tomas McKelvey, Jan-Erik Karlsson, Xuezhi Zeng, Herbert Zirath, Mikael Elam
2013 IEEE MTT-S International Microwave Workshop Series on RF and Wireless Technologies for Biomedical and Healthcare Applications, IMWS-BIO 2013 - Proceedings - 2013 -
Ridge-Adjusted Slack Variable Optimization for Supervised
Classification
Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey, S.Y. Kung
IEEE International Workshop on Machine Learning for Signal Processing, Southampton, United Kingdom, September 22-25, 2013 - 2013 -
Microwave technology shows potential for detecting traumatic intracranial
bleedings
Stefan Candefjord, Malik Ahzaz Ahmad, Stefan Kidborg, Yinan Yu, Tomas McKelvey, Andreas Fhager, Mikael Persson
7th European Conference on Antennas and Propagation (EuCAP) - 2013 -
A Unified Subspace Classification Framework Developed for Diagnostic System Using Microwave
Signal
Yinan Yu, Tomas McKelvey
21st European Signal Processing Conference (EUSIPCO), September, Marrakech, Morocco - 2013 -
A Classification Scheme for 'High-Dimensional-Small-Sample-Size' Data Using SODA and Ridge-SVM with Microwave Measurement
Applications
Yinan Yu, Tomas McKelvey, S.Y. Kung
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver, Canada - 2013 -
Stroke diagnostics with a microwave
helmet
Andreas Fhager, Yinan Yu, Tomas McKelvey, Mikael Persson
2013 7th European Conference on Antennas and Propagation, EuCAP 2013 - 2013 -
Kernel SODA: A Feature Reduction Technique Using Kernel Based
Analysis
Yinan Yu, Tomas McKelvey, S.Y. Kung
The 12th International Conference on Machine Learning and Applications (ICMLA'13), 2013. - 2013 -
Parameter Design Tradeoff Between Prediction Performance and Training Time for
Ridge-Svm
Rasmus Rothe, Yinan Yu, S.Y. Kung
IEEE International Workshop on Machine Learning for Signal Processing, Southampton, United Kingdom, September 22-25, 2013 - 2013 -
Classification of High Dimensional Signals with Small Training Sample Size with Applications towards Microwave Based Detection
Systems
Yinan Yu
2013 -
Using microwave technology for detecting traumatic intracranial bleedings – tests on a brain
phantom
Stefan Candefjord, Ahzaz Ahmad Malik, Stefan Kidborg, Yinan Yu, Tomas McKelvey, Andreas Fhager, Mikael Persson
Medicinteknikdagarna 2012 - 2012 -
Several new ultra-wideband antenna systems for radio telescopes and industry sensor imaging
process
Jian Yang, Jungang Yin, Miroslav Pantaleev, Yinan Yu, Tomas McKelvey, Seyedeh Shaghayegh Fayazi, Hoi Shun Lui
2012 14th International Conference on Electromagnetics in Advanced Applications, ICEAA 2012. Cape Town, 2 - 7 September 2012 - 2012 -
A Subspace Learning Algorithm For Microwave Scattering Signal Classification With Application To Wood Quality
Assessment
Yinan Yu, Tomas McKelvey
2012 IEEE International Workshop on machine learning for signal processing - 2012 -
The new UWB self-grounded Bow-Tie antennas and the applications in Different
Systems
Jian Yang, Ahmed Kishk, Aidin Razavi, Yinan Yu, Tomas McKelvey, Borys Stoew, Shirin Abtahi, Stefan Kidborg, Ali Al-Rawi
Swedish Radio and Microwave Days 2012, RVK2012, Stockholm, 4-8 March 2012 - 2012 -
Compact UWB Indoor and Through-Wall Radar with Precise Ranging and
Tracking
Yinan Yu, Jian Yang, Tomas McKelvey, Borys Stoew
International Journal of Antennas and Propagation - 2012 -
Model reduction for inverse scattering
problems
Yinan Yu, Johan Winges, Tomas McKelvey, Thomas Rylander
AntennEMB, 5-8 March, Stockholm - 2012 -
Development of a Compact UWB Radar System for Indoor Ranging and
Tracking
Yinan Yu, Jian Yang, Tomas McKelvey, Borys Stoew
COST IC1102, 2nd WG Meeting & Technical Workshop, Istanbul, September 20-21, 2012 - 2012 -
A new UWB radar system using UWB CMOS
chip
Yinan Yu, Sohaib Maalik, Jian Yang, Tomas McKelvey, K. Malmström, L. Landén, B. Stoew
Proceedings of the 5th European Conference on Antennas and Propagation, EUCAP 2011. Rome, 11-15 April 2011 - 2011