Tommi Kärkkäinen - Publications, H-index & Citations

Tommi Kärkkäinen

university of jyväskylä

28H指数

258论文数

2.7K被引数

收录论文 37

发表时间

Seizure Prediction Using Channel-Optimized Intracranial EEG With Variable Interictal and Preictal Durations 利用通道优化的颅内EEG进行癫痫发作预测，考虑间期和前期可变持续时间

IEEE Open Journal of Engineering in Medicine and Biology

IF2.9

2026-06-08

OAAI

Xiaoshuang Wang; Meng Li; Tommi Kärkkäinen; Hailong Liu; Jianwen Lin; Fengyu Cong

Associations between self-reported interoception and resting-state EEG markers in panic disorder: heartbeat-evoked potentials and spectral power 恐慌障碍中自我报告的内感受与静息态EEG标记物的关联：心搏诱发电位和频谱功率

BMC Psychology

IF3

2026-05-12

OAAI

Ziheng Gao; Zhiwan Xiong; Meng Li; Yi Chang; Tommi Kärkkäinen; Fengyu Cong; Xiaoshuang Wang

Knowledge graphs and large language models for prompt-based scientometric inquiry 知识图谱和大型语言模型用于基于提示的科学计量查询

INFORMATION PROCESSING & MANAGEMENT

IF6.9

2026-05-08

OAAI

António Correia; Mirka Saarela; Tommi Kärkkäinen

Immersive futures in healthcare: A mapping review of review articles on the metaverse 沉浸式未来在医疗保健领域：对元宇宙相关综述文章的映射式综述

DIGITAL HEALTH

IF3.3

2026-03-13

PREAI

Pauliina Rikala; Minna Ylönen; Mads Solberg; Charlott Sellberg; Ville Heilala; Teuvo Antikainen; Miguel Munoz; Tommi Kärkkäinen; Raija Hämäläinen

Transformative agency for lifelong learning 终身学习中的转化代理

Journal of Further and Higher Education

IF2.4

2026-01-01

PREAI

Kuismala, Laura; Jaaskela, Paivikki; Kuoppala, Eeva; Karkkainen, Tommi

Towards responsible AI for education: Hybrid human-AI to confront the elephant in the room 面向负责任的教育人工智能：人机混合以应对核心挑战

COMPUTERS AND EDUCATION: ARTIFICIAL INTELLIGENCE

IF0

2025-12-01

OAAI

Hooshyar, Danial; Sir, Gustav; Yang, Yeongwook; Kikas, Eve; Hamalainen, Raija; Karkkainen, Tommi; Gasevic, Dragan; Azevedo, Roger

Minimal learning machine for multi-label learning 多标签学习中的最小学习机

Machine Learning

IF2.9

2025-11-25

OAAI

Joonas Hämäläinen; Antoine Hubermont; Amauri Souza; César L. C. Mattos; João P. P. Gomes; Tommi Kärkkäinen

Human-Artificial Intelligence (AI) Interaction: Latest Advances and Prospects 人机交互（AI）：最新进展与展望

APPLIED SCIENCES-BASEL

IF2.5

2025-11-18

OAAI

Correia, Antonio; Schneider, Daniel; Fonseca, Benjamim; Karkkainen, Tommi

First aid self-efficacy: a scale adaptation and psychometric properties

BMC PUBLIC HEALTH

IF3.6

2025-04-01

OAAI

Sihvo, Minna; Heilala, Ville; Karkkainen, Tommi

EEG-Based Seizure Onset Detection of Frontal and Temporal Lobe Epilepsies Using 1DCNN 基于EEG的前额叶和颞叶癫痫发作起始检测使用1DCNN

IEEE Transactions on Neural Systems and Rehabilitation Engineering

IF5.2

2025-01-01

OAAI

Xiaoshuang Wang; Guanyu Wang; Tingting Wu; Ying Wang; Tommi Kärkkäinen; Fengyu Cong

Social services and healthcare personnel's digital competence profiles: A Finnish cross-sectional study

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

IF4.1

2025-01-01

PREAI

Ylonen, Minna; Forsman, Panu; Karvo, Tapio; Jarva, Erika; Antikainen, Teuvo; Kulmala, Petri; Mikkonen, Kristina; Karkkainen, Tommi; Hamalainen, Raija

Pedagogical agents communicating and scaffolding students' learning: High school teachers' and students' perspectives☆

COMPUTERS & EDUCATION

IF10.5

2024-12-01

OAAI

Sikstrom, Pieta; Valentini, Chiara; Sivunen, Anu; Karkkainen, Tommi

A two-phase systematic literature review on the use of serious games for sustainable environmental education

INTERACTIVE LEARNING ENVIRONMENTS

IF5.3

2024-11-20

OAAI

Ahmadov, Tarlan; Karimov, Ayaz; Durst, Susanne; Saarela, Mirka; Gerstlberger, Wolfgang; Wahl, Mike Franz; Karkkainen, Tommi

Combination of Channel Reordering Strategy and Dual CNN-LSTM for Epileptic Seizure Prediction Using Three iEEG Datasets

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2024-11-01

PREAI

Wang, Xiaoshuang; Gao, Ziheng; Zhang, Meiyan; Wang, Ying; Yang, Lin; Lin, Jianwen; Karkkainen, Tommi; Cong, Fengyu

Exploring emergent soundscape profiles from crowdsourced audio data

COMPUTERS ENVIRONMENT AND URBAN SYSTEMS

IF8.3

2024-06-01

OAAI

Kaarivuo, Aura; Oppenlander, Jonas; Karkkainen, Tommi; Mikkonen, Tommi

Neural correlates of emotion-label vs. emotion-laden word processing in late bilinguals: evidence from an ERP study 晚期双语者情感标签词与情感负载词处理的神经相关性：来自一项ERP研究的有力证据

cognition emotion

IF0

2024-05-13

PREAI

Dong Tang; Xueqiao Li; Yang Fu; Huili Wang; Xueyan Li; Tiina Parviainen; Tommi Kärkkäinen

Additive autoencoder for dimension estimation

NEUROCOMPUTING

IF6.5

2023-09-01

OAAI

Karkkainen, Tommi; Hanninen, Jan

Harmonization of multi-site functional MRI data with dual-projection based ICA model

FRONTIERS IN NEUROSCIENCE

IF3.2

2023-07-20

OAAI

Xu, Huashuai; Hao, Yuxing; Zhang, Yunge; Zhou, Dongyue; Karkkainen, Tommi; Nickerson, Lisa D.; Li, Huanjie; Cong, Fengyu

Graphs and Kernelized Learning Applied to Interactions of Hydrogen with Doped Gold Nanoparticle Electrocatalysts 图和核学习应用于氢与掺杂金纳米粒子电催化剂的相互作用

JOURNAL OF PHYSICAL CHEMISTRY C

IF3.2

2023-07-18

OAAI

Pihlajamaki, Antti; Malola, Sami; Karkkainen, Tommi; Hakkinen, Hannu

Measuring self-regulated learning in a junior high school mathematics classroom: Combining aptitude and event measures in digital learning materials

computer assisted language learning

IF4.6

2023-06-15

OAAI

Zhidkikh, Denis; Saarela, Mirka; Karkkainen, Tommi

研究方向