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Works (31)

Interpretable Sleep Stage Classification Based on Layer-Wise Relevance Propagation

IEEE Transactions on Instrumentation and Measurement
2024 | Journal article
Contributors: Dongdong Zhou; Qi Xu; Jiacheng Zhang; Lei Wu; Hongming Xu; Lauri Kettunen; Zheng Chang; Qiang Zhang; Fengyu Cong
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Crossref
grade
Preferred source (of 2)‎

The six C’s of successful higher education-industry collaboration in engineering education: a systematic literature review

European Journal of Engineering Education
2024-11-28 | Journal article
Contributors: Antti Vuoriainen; Pauliina Rikala; Ville Heilala; Sami Lehesvuori; Sahsenem Oz; Lauri Kettunen; Raija Hämäläinen
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Crossref
grade
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Reproducing Predictive Learning Analytics in CS1

Journal of Learning Analytics
2024-01-26 | Journal article
Contributors: Denis Zhidkikh; Ville Heilala; Charlotte Van Petegem; Peter Dawyndt; Miitta Järvinen; Sami Viitanen; Bram De Wever; Bart Mesuere; Vesa Lappalainen; Lauri Kettunen et al.
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Crossref
grade
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Academic experiences of information technology students : uncovering first-year challenges

European Journal of Engineering Education
2024-01-01 | Journal article
OTHER-ID:

b428ade6-d09b-48d8-9f1b-90cbbbb0759f

Contributors: Järvinen Miitta; Sipiläinen Katriina; Roslöf Janne; Lehesvuori Sami; Kettunen Lauri; Hämäläinen Raija
Source: check_circle
University of Jyväskylä

Annotation-efficient training of medical image segmentation network based on scribble guidance in difficult areas

International Journal of Computer Assisted Radiology and Surgery
2024-01-01 | Journal article
OTHER-ID:

493f9193-ab35-4a84-9ded-bc33f0c90be8

Contributors: Zhuang Mingrui; Chen Zhonghua; Yang Yuxin; Kettunen Lauri; Wang Hongkai
Source: check_circle
University of Jyväskylä

Two-stage multi-task deep learning framework for simultaneous pelvic bone segmentation and landmark detection from CT images

International Journal of Computer Assisted Radiology and Surgery
2024-01-01 | Journal article
OTHER-ID:

5ec9b88a-0cc3-419e-8f1b-c7a7e8c967c2

Contributors: Zhai Haoyu; Chen Zhonghua; Li Lei; Tao Hairong; Wang Jinwu; Li Kang; Shao Moyu; Cheng Xiaomin; Wang Jing; Wu Xiang et al.
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University of Jyväskylä

Systematic derivation of partial differential equations for second order boundary value problems

International Journal of Numerical Modelling: Electronic Networks, Devices and Fields
2023-05 | Journal article
Contributors: Lauri Kettunen; Tuomo Rossi
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Crossref
grade
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CM3 – TRANSPORT 2023 : New Greener and Digital Modern Transport – its Challenges in Design Methods, Tools and Technologies : Book of Abstracts and Programme

Reports on Scientific Computing and Optimization
2023-01-01 | Edited book
OTHER-ID:

fb7a5bfa-5e41-480c-838a-8c97cf0f118a

Contributors: Kettunen Lauri; Neittaanmäki Pekka; Tuovinen Tero; Knoerzer Dietrich
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University of Jyväskylä

Efficient contour-based annotation by iterative deep learning for organ segmentation from volumetric medical images

International Journal of Computer Assisted Radiology and Surgery
2023-01-01 | Journal article
OTHER-ID:

bdae2d38-955f-4269-bef6-aeddc8c80b26

Contributors: Zhuang Mingrui; Chen Zhonghua; Wang Hongkai; Tang Hong; He Jiang; Qin Bobo; Yang Yuxin; Jin Xiaoxian; Yu Mengzhu; Jin Baitao et al.
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University of Jyväskylä

Luoko teknologia sivistystä?

Keskisuomalainen
2023-01-01 | Newspaper article
OTHER-ID:

042084f2-a52b-4035-8e16-f15e74f80cb1

Contributors: Kettunen Lauri
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University of Jyväskylä

Novel high-performance QCA Fredkin gate and designing scalable QCA binary to gray and vice versa

Journal of Supercomputing
2023-01-01 | Journal article
OTHER-ID:

1e631aff-295c-42c4-a314-e83fb4d9243f

Contributors: Safaiezadeh Behrouz; Kettunen Lauri; Haghparast Majid
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University of Jyväskylä

Novel qutrit circuit design for multiplexer, De-multiplexer, and decoder

Quantum information processing
2023-01-01 | Journal article
OTHER-ID:

adab3b83-5c63-4b69-bf7e-3dc8ddefd2b8

Contributors: Taheri Monfared Asma; Ciriani Valentina; Kettunen Lauri; Haghparast Majid
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University of Jyväskylä

Systematic Imposition of Partial Differential Equations in Boundary Value Problems

Computational Methods in Applied Sciences
2023-01-01 | Book chapter
OTHER-ID:

d56eb51a-a100-4989-890d-59397f239186

Contributors: Kettunen Lauri; Mönkölä; Sanna; Parkkonen Jouni; Rossi Tuomo
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University of Jyväskylä

Alleviating Class Imbalance Problem in Automatic Sleep Stage Classification

IEEE Transactions on Instrumentation and Measurement
2022 | Journal article
Contributors: Dongdong Zhou; Qi Xu; Jian Wang; Hongming Xu; Lauri Kettunen; Zheng Chang; Fengyu Cong
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Crossref
grade
Preferred source (of 2)‎

AnatomySketch : An Extensible Open-Source Software Platform for Medical Image Analysis Algorithm Development

Journal of Digital Imaging
2022-01-01 | Journal article
OTHER-ID:

fd5461a8-553d-4ebc-bab5-305b89e55c2c

Contributors: Zhuang Mingrui; Chen Zhonghua; Wang Hongkai; Tang Hong; He Jiang; Qin Bobo; Yang Yuxin; Jin Xiaoxian; Yu Mengzhu; Jin Baitao et al.
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University of Jyväskylä

Construction of Multi-resolution Multi-organ Shape Model Based on Stacked Autoencoder Neural Network

2022-01-01 | Conference paper
OTHER-ID:

02229e49-3990-4c4f-8414-226c5e6b30cb

Contributors: Chen Zhonghua; Wang Hongkai; Cong Fengyu; Kettunen Lauri
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University of Jyväskylä

Convolutional Neural Network Based Sleep Stage Classification with Class Imbalance

Proceedings of International Joint Conference on Neural Networks
2022-01-01 | Conference paper
OTHER-ID:

9bc35702-14ac-4f7a-8b05-17c73ca90752

Contributors: Xu Qi; Zhou Dongdong; Wang Jian; Shen Jiangrong; Kettunen Lauri; Cong Fengyu
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University of Jyväskylä

Introduction to Next-Generation Engineering : Being Human in the Information Society

Proceedings of the International CDIO Conference
2022-01-01 | Conference paper
OTHER-ID:

ba57b7e8-f70f-4577-b1ad-022fc7ee6733

Contributors: Virtaluoto Jenni; Roslöf Janne; Pitkänen-Huhta Anne; Kettunen Lauri
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University of Jyväskylä

Low-Dose Mouse Micro-CT Image Segmentation Based on Multi-Resolution Multi-Organ Shape Prior Knowledge Model

2022-01-01 | Conference paper
OTHER-ID:

40140d49-1e66-4b33-8401-526478fbd074

Contributors: Chen Zhonghua; Wang Hongkai; Cong Fengyu; Kettunen Lauri
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University of Jyväskylä

Propulsion Calculated by Force and Displacement of Center of Mass in Treadmill Cross-Country Skiing

Sensors
2022-01-01 | Journal article
OTHER-ID:

0a441641-fcdb-4cfe-81cd-aa2f392e7ff2

Contributors: Zhao Shuang; Ohtonen Olli; Ruotsalainen Keijo; Kettunen Lauri; Lindinger Stefan; Göpfert Caroline; Linnamo Vesa
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University of Jyväskylä

Self-Efficacy and Study Burnout Among IT Students : Challenges and Potentials

Proceedings of the International CDIO Conference
2022-01-01 | Conference paper
OTHER-ID:

f94fd6e5-6f22-439d-a321-bb59d72e8933

Contributors: Järvinen Miitta; Roslöf Janne; Lämsä; Joni; Hämäläinen Raija; Kettunen Lauri
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University of Jyväskylä

SingleChannelNet : A model for automatic sleep stage classification with raw single-channel EEG

Biomedical Signal Processing and Control
2022-01-01 | Journal article
OTHER-ID:

096047b4-e843-4902-88e7-717976a3da39

Contributors: Zhou Dongdong; Wang Jian; Hu Guoqiang; Zhang Jiacheng; Li Fan; Yan Rui; Kettunen Lauri; Chang Zheng; Xu Qi; Cong Fengyu
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University of Jyväskylä

Generalized finite difference schemes with higher order Whitney forms

ESAIM : Mathematical Modelling and Numerical Analysis
2021-01-01 | Journal article
OTHER-ID:

e3b3d40a-742a-4170-9296-62b0a07e8425

Contributors: Kettunen Lauri; Lohi Jonni; Räbinä; Jukka; Mönkölä; Sanna; Rossi Tuomo
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University of Jyväskylä
grade
Preferred source (of 2)‎

LightSleepNet : A Lightweight Deep Model for Rapid Sleep Stage Classification with Spectrograms

Annual International Conference of the IEEE Engineering in Medicine and Biology Society
2021-01-01 | Conference paper
OTHER-ID:

990c859e-5417-4835-a3cc-256e73c58d65

Contributors: Zhou Dongdong; Xu Qi; Wang Jian; Zhang Jiacheng; Hu Guoqiang; Kettunen Lauri; Chang Zheng; Cong Fengyu
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University of Jyväskylä

Systematisation of Systems Solving Physics Boundary Value Problems

Lecture Notes in Computational Science and Engineering
2021-01-01 | Conference paper
OTHER-ID:

0cb6819e-a540-49c1-8456-6d972635dc0b

Contributors: Rossi Tuomo; Räbinä; Jukka; Mönkölä; Sanna; Kiiskinen Sampsa; Lohi Jonni; Kettunen Lauri
Source: check_circle
University of Jyväskylä

Whitney forms and their extensions

Journal of Computational and Applied Mathematics
2021-01-01 | Journal article
OTHER-ID:

eea1074e-1b47-44ef-bf6f-ffa91b018c33

Contributors: Lohi Jonni; Kettunen Lauri
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University of Jyväskylä

Essential Measurements for Finite Element Simulations of Magnetostrictive Materials

IEEE Transactions on Magnetics
2018-01-01 | Journal article
OTHER-ID:

a3b3ab3d-3b78-48df-8499-790efc60c3a1

Contributors: Poutala Arto; Kovanen Tuomas; Kettunen Lauri
Source: check_circle
University of Jyväskylä

Generalized wave propagation problems and discrete exterior calculus

ESAIM : Mathematical Modelling and Numerical Analysis
2018-01-01 | Journal article
OTHER-ID:

75377c56-b958-452b-971f-a40cf441eda9

Contributors: Räbinä; Jukka; Kettunen Lauri; Mönkölä; Sanna; Rossi Tuomo
Source: check_circle
University of Jyväskylä

Pole force and inertial measurements to analyze cross-country skiing performance in field conditions

Proceedings of the Institution of Mechanical Engineers, Part P : Journal of Sports Engineering and Technology
2018-01-01 | Journal article
OTHER-ID:

cfbb57ef-b27a-40ff-9e8e-f1f82f0a1fc5

Contributors: Nikkola Antti; Särkkä; Olli; Suuriniemi Saku; Kettunen Lauri
Source: check_circle
University of Jyväskylä

A Multi-Position Calibration Method for Consumer-Grade Accelerometers, Gyroscopes, and Magnetometers to Field Conditions

IEEE Sensors Journal
2017-01-01 | Journal article
OTHER-ID:

ad415066-c590-4020-a5d3-08fe8d84a14c

Contributors: Särkkä; Olli; Nieminen Tuukka; Suuriniemi Saku; Kettunen Lauri
Source: check_circle
University of Jyväskylä

Analysis of Direct-On-Line Synchronous Reluctance Machine Start-Up Using a Magnetic Field Decomposition

IEEE Transactions on Industry Applications
2017-01-01 | Journal article
OTHER-ID:

d11c6378-959c-45a3-8ea9-aba5bf5e5d8e

Contributors: Tampio Juha; Känsäkangas Tero; Suuriniemi Saku; Kolehmainen Jere; Kettunen Lauri; Ikäheimo Jouni
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University of Jyväskylä