Publications by authors named "Timo Hamalainen"

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Brain region localization: a rapid Parkinson's disease detection method based on EEG signals.
Mingliang Zhang, Hang Liu, Zhenghao Guo, Cui Wang, Timo Hamalainen

Med Biol Eng Comput· November 2025

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Immunohistochemical information integrated pre-training improves HER2 status prediction from whole slide images of breast cancer.
Xinyu Hao, Hongming Xu, Hongbo Liu, Timo Hamalainen, Fengyu Cong

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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A tough semi-dry hydrogel electrode with anti-bacterial properties for long-term repeatable non-invasive EEG acquisition.
Dongyang Wang, Hailing Xue, Long Xia, Zongqi Li, Yubo Zhao, Timo Hamalainen

Microsyst Nanoeng· May 2025

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Brain Evoked Response Qualification Using Multi-Set Consensus Clustering: Toward Single-Trial EEG Analysis.
Reza Mahini, Guanghui Zhang, Tiina Parviainen, Rainer Düsing, Asoke K Nandi

Brain Topogr· November 2024

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Channel Stacking: A Rapid Classification Method for Parkinson's Disease Based on EEG Data.
Mingliang Zhang, Timo Hamalainen, Fengyu Cong, Hang Liu

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Effects of different speed-accuracy instructions on perception in psychology experiments: evidence from event-related potential and oscillation.
Haijian Li, Xiaoshuang Wang, Timo Hamalainen, Zhaoli Meng

Front Neurosci· May 2024

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Predicting pathological complete response based on weakly and semi-supervised joint learning from breast cancer MRI.
Xinyu Hao, Hongming Xu, Nannan Zhao, Tao Yu, Timo Hamalainen

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Machine Learning Models for Predicting Adverse Pregnancy Outcomes in Pregnant Women with Systemic Lupus Erythematosus.
Xinyu Hao, Dongying Zheng, Muhanmmad Khan, Lixia Wang, Timo Hämäläinen

Diagnostics (Basel)· February 2023

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Optimal Number of Clusters by Measuring Similarity Among Topographies for Spatio-Temporal ERP Analysis.
Reza Mahini, Peng Xu, Guoliang Chen, Yansong Li, Weiyan Ding

Brain Topogr· November 2022

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Correction: Optimal Number of Clusters by Measuring Similarity Among Topographies for Spatio-Temporal ERP Analysis.
Reza Mahini, Peng Xu, Guoliang Chen, Yansong Li, Weiyan Ding

Brain Topogr· November 2022

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Comparison of machine learning and logistic regression as predictive models for adverse maternal and neonatal outcomes of preeclampsia: A retrospective study.
Dongying Zheng, Xinyu Hao, Muhanmmad Khan, Lixia Wang, Fan Li, Timo Hamalainen

Front Cardiovasc Med· October 2022

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The platform development, adherence and efficacy to a digital Brief therapy for insomnia (dBTI) during the COVID-19 pandemic.
Xingchang Liu, Yuanhui Li, Rui Yan, Hämäläinen Timo, Dai Li

Methods· September 2022

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Cross-Subject Emotion Recognition Using Fused Entropy Features of EEG.
Xin Zuo, Chi Zhang, Timo Hämäläinen, Hanbing Gao, Yu Fu

Entropy (Basel)· September 2022

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Exploring Oscillatory Dysconnectivity Networks in Major Depression During Resting State Using Coupled Tensor Decomposition.
Wenya Liu, Xiulin Wang, Timo Hamalainen, Fengyu Cong

IEEE Trans Biomed Eng· August 2022

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Decoding brain activities of literary metaphor comprehension: An event-related potential and EEG spectral analysis.
Lina Sun, Hongjun Chen, Chi Zhang, Fengyu Cong, Xueyan Li

Front Psychol· July 2022

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Identifying Oscillatory Hyperconnectivity and Hypoconnectivity Networks in Major Depression Using Coupled Tensor Decomposition.
Wenya Liu, Xiulin Wang, Jing Xu, Yi Chang, Timo Hamalainen

IEEE Trans Neural Syst Rehabil Eng· October 2021

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Availability and End-to-end Reliability in Low Duty Cycle Multihop Wireless Sensor Networks.
Jukka Suhonen, Timo D Hämäläinen, Marko Hännikäinen

Sensors (Basel)· September 2012

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