Lauri Kettunen

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 20

Top Topics

Medical Image Segmentation

Class Imbalance

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

IEEE Trans. Instrum. Meas.

Biomed. Signal Process. Control.

Publications

Dongdong Zhou, Qi Xu, Jiacheng Zhang, Lei Wu, Hongming Xu, Lauri Kettunen, Zheng Chang, Qiang Zhang, Fengyu Cong
Interpretable Sleep Stage Classification Based on Layer-Wise Relevance Propagation. IEEE Trans. Instrum. Meas. 73 (2024)
Mingrui Zhuang, Zhonghua Chen, Yuxin Yang, Lauri Kettunen, Hongkai Wang
Annotation-efficient training of medical image segmentation network based on scribble guidance in difficult areas. Int. J. Comput. Assist. Radiol. Surg. 19 (1) (2024)
Denis Zhidkikh, Ville Heilala, Charlotte Van Petegem, Peter Dawyndt, Miitta Järvinen, Sami Viitanen, Bram de Wever, Bart Mesuere, Vesa Lappalainen, Lauri Kettunen, Raija Hämäläinen
Reproducing Predictive Learning Analytics in CS1: Toward Generalizable and Explainable Models for Enhancing Student Retention. J. Learn. Anal. 11 (1) (2024)
Haoyu Zhai, Zhonghua Chen, Lei Li, Hairong Tao, Jinwu Wang, Kang Li, Moyu Shao, Xiaomin Cheng, Jing Wang, Xiang Wu, Chuan Wu, Xiao Zhang, Lauri Kettunen, Hongkai Wang
Two-stage multi-task deep learning framework for simultaneous pelvic bone segmentation and landmark detection from CT images. Int. J. Comput. Assist. Radiol. Surg. 19 (1) (2024)
Mingrui Zhuang, Zhonghua Chen, Hongkai Wang, Hong Tang, Jiang He, Bobo Qin, Yuxin Yang, Xiaoxian Jin, Mengzhu Yu, Baitao Jin, Taijing Li, Lauri Kettunen
Efficient contour-based annotation by iterative deep learning for organ segmentation from volumetric medical images. Int. J. Comput. Assist. Radiol. Surg. 18 (2) (2023)
Behrouz Safaiezadeh, Majid Haghparast, Lauri Kettunen
Novel Efficient Scalable QCA XOR and Full Adder Designs. CoRR (2023)
Behrouz Safaiezadeh, Lauri Kettunen, Majid Haghparast
Novel high-performance QCA Fredkin gate and designing scalable QCA binary to gray and vice versa. J. Supercomput. 79 (6) (2023)
Asma Taheri Monfared, Valentina Ciriani, Lauri Kettunen, Majid Haghparast
Novel qutrit circuit design for multiplexer, De-multiplexer, and decoder. Quantum Inf. Process. 22 (1) (2023)
Qi Xu, Dongdong Zhou, Jian Wang, Jiangrong Shen, Lauri Kettunen, Fengyu Cong
Convolutional Neural Network Based Sleep Stage Classification with Class Imbalance. IJCNN (2022)
Dongdong Zhou, Qi Xu, Jian Wang, Hongming Xu, Lauri Kettunen, Zheng Chang, Fengyu Cong
Alleviating Class Imbalance Problem in Automatic Sleep Stage Classification. IEEE Trans. Instrum. Meas. 71 (2022)
Shuang Zhao, Olli Ohtonen, Keijo Ruotsalainen, Lauri Kettunen, Stefan Lindinger, Caroline Göpfert, Vesa Linnamo
Propulsion Calculated by Force and Displacement of Center of Mass in Treadmill Cross-Country Skiing. Sensors 22 (7) (2022)
Dongdong Zhou, Jian Wang, Guoqiang Hu, Jiacheng Zhang, Fan Li, Rui Yan, Lauri Kettunen, Zheng Chang, Qi Xu, Fengyu Cong
SingleChannelNet: A model for automatic sleep stage classification with raw single-channel EEG. Biomed. Signal Process. Control. 75 (2022)
Mingrui Zhuang, Zhonghua Chen, Hongkai Wang, Hong Tang, Jiang He, Bobo Qin, Yuxin Yang, Xiaoxian Jin, Mengzhu Yu, Baitao Jin, Taijing Li, Lauri Kettunen
AnatomySketch: An Extensible Open-Source Software Platform for Medical Image Analysis Algorithm Development. J. Digit. Imaging 35 (6) (2022)
Zhonghua Chen, Hongkai Wang, Fengyu Cong, Lauri Kettunen
Low-Dose Mouse Micro-CT Image Segmentation Based on Multi-Resolution Multi-Organ Shape Prior Knowledge Model. CIPAE (2022)
Jonni Lohi, Lauri Kettunen
Whitney forms and their extensions. J. Comput. Appl. Math. 393 (2021)
Dongdong Zhou, Qi Xu, Jian Wang, Jiacheng Zhang, Guoqiang Hu, Lauri Kettunen, Zheng Chang, Fengyu Cong
LightSleepNet: A Lightweight Deep Model for Rapid Sleep Stage Classification with Spectrograms. EMBC (2021)
Tuomo Rossi, Jukka Räbinä, Sanna Mönkölä, Sampsa Kiiskinen, Jonni Lohi, Lauri Kettunen
Systematisation of Systems Solving Physics Boundary Value Problems. ENUMATH (2019)
Ossi Niemimäki, Stefan Kurz, Lauri Kettunen
Structure-preserving mesh coupling based on the Buffa-Christiansen complex. Math. Comput. 86 (304) (2017)
Ionut Schiopu, Jukka P. Saarinen, Lauri Kettunen, Ioan Tabus
Pothole detection and tracking in car video sequence. TSP (2016)
Aki Korpela, Timo Tarhasaari, Lauri Kettunen, Risto Mikkonen, Hanna Kinnari-Korpela
Structural Development of Substance in Engineering Education: Method of Cornerstones. ICL (1) (2016)
Tuukka Nieminen, Jari Kangas, Saku Suuriniemi, Lauri Kettunen
Nonrecursive fixed-interval smoothing-based approach to attitude estimation. IEEE Trans. Aerosp. Electron. Syst. 50 (3) (2014)
M. Pellikka, S. Suuriniemi, Lauri Kettunen, Christophe Geuzaine
Homology and Cohomology Computation in Finite Element Modeling. SIAM J. Sci. Comput. 35 (5) (2013)
M. Pellikka, T. Tarhasaari, S. Suuriniemi, Lauri Kettunen
A programming interface to the Riemannian manifold in a finite element environment. J. Comput. Appl. Math. 246 (2013)
Ville Räisänen, Stefan Kurz, S. Suuriniemi, T. Tarhasaari, Lauri Kettunen
How can we deal with moving objects on a fixed mesh? J. Comput. Appl. Math. 246 (2013)
David Levine, William Gropp, Kimmo Forsman, Lauri Kettunen
Parallel computation of three-dimensional nonlinear magnetostatic problems. Concurr. Pract. Exp. 11 (2) (1999)
Kimmo Forsman, William Gropp, Lauri Kettunen, David Levine
Computational Electromagnetics and Parallel Dense Matrix Computations. PPSC (1995)