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1

Spectators’ aesthetic experience of sound and movement in dance performance: A transdisciplinary investigation.

Reason, Matthew, Jola, Corinne, Kay, Rosie, Reynolds, Dee, Kauppi, Jukka-Pekka, Grobras, Marie-Helene, Tohka, Jussi, Pollick, Frank E.

Journal:

Psychology of Aesthetics, Creativity, and the Arts

Year:

2016

Language:

english

File:

PDF, 618 KB

english, 2016

2

Brain MRI tissue classification based on local Markov random fields

Jussi Tohka, Ivo D. Dinov, David W. Shattuck, Arthur W. Toga

Journal:

Magnetic Resonance Imaging

Year:

2010

Language:

english

File:

PDF, 899 KB

english, 2010

3

Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects

Moradi, Elaheh, Pepe, Antonietta, Gaser, Christian, Huttunen, Heikki, Tohka, Jussi

Journal:

Year:

2015

Language:

english

File:

PDF, 1.42 MB

english, 2015

4

Differences in fMRI intersubject correlation while viewing unedited and edited videos of dance performance

Herbec, Aleksandra, Kauppi, Jukka-Pekka, Jola, Corinne, Tohka, Jussi, Pollick, Frank E.

Journal:

Year:

2015

Language:

english

File:

PDF, 981 KB

english, 2015

5

Comparison of Feature Selection Techniques in Machine Learning for Anatomical Brain MRI in Dementia

Tohka, Jussi, Moradi, Elaheh, Huttunen, Heikki

Journal:

Neuroinformatics

Year:

2016

Language:

english

File:

PDF, 3.02 MB

english, 2016

6

Predicting symptom severity in autism spectrum disorder based on cortical thickness measures in agglomerative data

Moradi, Elaheh, Khundrakpam, Budhachandra, Lewis, John D., Evans, Alan C., Tohka, Jussi

Journal:

Year:

2016

Language:

english

File:

PDF, 2.20 MB

english, 2016

7

Brain hemodynamic activity during viewing and re-viewing of comedy movies explained by experienced humor

Jääskeläinen, Iiro P., Pajula, Juha, Tohka, Jussi, Lee, Hsin-Ju, Kuo, Wen-Jui, Lin, Fa-Hsuan

Journal:

Scientific Reports

Year:

2016

Language:

english

File:

PDF, 1.66 MB

english, 2016

8

Robust MRI brain tissue parameter estimation by multistage outlier rejection

José V. Manjón, Jussi Tohka, Gracian García-Martí, José Carbonell-Caballero, Juan J. Lull, Luís Martí-Bonmatí, Montserrat Robles

Journal:

Magnetic Resonance in Medicine

Year:

2008

Language:

english

File:

PDF, 368 KB

english, 2008

9

Automatic cerebral and cerebellar hemisphere segmentation in 3D MRI: Adaptive disconnection algorithm

Lu Zhao, Ulla Ruotsalainen, Jussi Hirvonen, Jarmo Hietala, Jussi Tohka

Journal:

Medical Image Analysis

Year:

2010

Language:

english

File:

PDF, 2.04 MB

english, 2010

10

Automatic extraction of brain surface and mid-sagittal plane from PET images applying deformable models

Jouni Mykkänen, Jussi Tohka, Jouni Luoma, Ulla Ruotsalainen

Journal:

Computer Methods and Programs in Biomedicine

Year:

2005

Language:

english

File:

PDF, 517 KB

english, 2005

11

Fast and robust parameter estimation for statistical partial volume models in brain MRI

Jussi Tohka, Alex Zijdenbos, Alan Evans

Journal:

Year:

2004

Language:

english

File:

PDF, 774 KB

english, 2004

12

Automatic independent component labeling for artifact removal in fMRI

Jussi Tohka, Karin Foerde, Adam R. Aron, Sabrina M. Tom, Arthur W. Toga, Russell A. Poldrack

Journal:

Year:

2008

Language:

english

File:

PDF, 2.01 MB

english, 2008

13

Deconvolution-based partial volume correction in Raclopride-PET and Monte Carlo comparison to MR-based method

Jussi Tohka, Anthonin Reilhac

Journal:

Year:

2008

Language:

english

File:

PDF, 779 KB

english, 2008

14

The impact of sampling density upon cortical network analysis: regions or points

Jussi Tohka, Yong He, Alan C. Evans

Journal:

Magnetic Resonance Imaging

Year:

2012

Language:

english

File:

PDF, 1.30 MB

english, 2012

15

Improved estimates of partial volume coefficients from noisy brain MRI using spatial context

José V. Manjón, Jussi Tohka, Montserrat Robles

Journal:

Year:

2010

Language:

english

File:

PDF, 1.62 MB

english, 2010

16

Automatic statistical shape analysis of cerebral asymmetry in 3D T1-weighted magnetic resonance images at vertex-level: Application to neuroleptic-naïve schizophrenia

Pepe, Antonietta, Zhao, Lu, Koikkalainen, Juha, Hietala, Jarmo, Ruotsalainen, Ulla, Tohka, Jussi

Journal:

Magnetic Resonance Imaging

Year:

2013

Language:

english

File:

PDF, 1.57 MB

english, 2013

17

Evaluation and Comparison of Current Fetal Ultrasound Image Segmentation Methods for Biometric Measurements: A Grand Challenge

Rueda, Sylvia, Fathima, Sana, Knight, Caroline L., Yaqub, Mohammad, Papageorghiou, Aris T., Rahmatullah, Bahbibi, Foi, Alessandro, Maggioni, Matteo, Pepe, Antonietta, Tohka, Jussi, Stebbing, Richard V

Journal:

IEEE Transactions on Medical Imaging

Year:

2014

Language:

english

File:

PDF, 3.31 MB

english, 2014

18

An automatic framework for quantitative validation of voxel based morphometry measures of anatomical brain asymmetry

Pepe, Antonietta, Dinov, Ivo, Tohka, Jussi

Journal:

Year:

2014

Language:

english

File:

PDF, 4.62 MB

english, 2014

19

Effects of spatial smoothing on inter-subject correlation based analysis of FMRI

Pajula, Juha, Tohka, Jussi

Journal:

Magnetic Resonance Imaging

Year:

2014

Language:

english

File:

PDF, 1.89 MB

english, 2014

20

[IEEE 2006 IEEE Nuclear Science Symposium Conference Record - San Diego, CA, USA (2006.10.29-2006.11.1)] 2006 IEEE Nuclear Science Symposium Conference Record - Comparison of Image Segmentation and Registration Based Methods for Analysis of Misaligned Dynamic H152O Cardiac PET Images

Juslin, Anu, Tohka, Jussi, Lotjonen, Jyrki, Ruotsalainen, Ulla

Year:

2006

Language:

english

File:

PDF, 153 KB

english, 2006

21

[IEEE 2010 10th IEEE International Conference on Information Technology and Applications in Biomedicine (ITAB 2010) - Corfu, Greece (2010.11.3-2010.11.5)] Proceedings of the 10th IEEE International Conference on Information Technology and Applications in Biomedicine - Clustering inter-subject correlation matrices in functional magnetic resonance imaging

Kauppi, Jukka-Pekka, Jaaskelainen, Iiro P., Sams, Mikko, Tohka, Jussi

Year:

2010

Language:

english

File:

PDF, 904 KB

english, 2010

22

[IEEE 2006 IEEE Nuclear Science Symposium Conference Record - San Diego, CA, USA (2006.10.29-2006.11.1)] 2006 IEEE Nuclear Science Symposium Conference Record - A Monte Carlo study of deconvolution algorithms for partial volume correction in quantitative PET

Tohka, Jussi, Reilhac, Anthonin

Year:

2006

Language:

english

File:

PDF, 276 KB

english, 2006

23

[IEEE 2014 International Workshop on Pattern Recognition in Neuroimaging (PRNI) - Tubingen, Germany (2014.6.4-2014.6.6)] 2014 International Workshop on Pattern Recognition in Neuroimaging - Semi-supervised learning in MCI-to-ad conversion prediction — When is unlabeled data useful?

Moradi, Elaheh, Tohka, Jussi, Gaser, Christian

Year:

2014

Language:

english

File:

PDF, 200 KB

english, 2014

24

[IEEE 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Southampton, United Kingdom (2013.09.22-2013.09.25)] 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Bayesian error estimation and model selection in sparse logistic regression

Huttunen, Heikki, Manninen, Tapio, Tohka, Jussi

Year:

2013

Language:

english

File:

PDF, 141 KB

english, 2013

25

Difference of Gaussians revolved along elliptical paths for ultrasound fetal head segmentation

Foi, Alessandro, Maggioni, Matteo, Pepe, Antonietta, Rueda, Sylvia, Noble, J. Alison, Papageorghiou, Aris T., Tohka, Jussi

Journal:

Computerized Medical Imaging and Graphics

Year:

2014

Language:

english

File:

PDF, 2.33 MB

english, 2014

26

[IEEE 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Vancouver, BC (2008.08.20-2008.08.25)] 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Automatic compartmental decomposition for 3D MR images of human brain

Zhao, Lu, Tohka, Jussi

Year:

2008

Language:

english

File:

PDF, 320 KB

english, 2008

27

AUTOMATED DIAGNOSIS OF BRAIN TUMOURS ASTROCYTOMAS USING PROBABILISTIC NEURAL NETWORK CLUSTERING AND SUPPORT VECTOR MACHINES

GLOTSOS, DIMITRIS, TOHKA, JUSSI, RAVAZOULA, PANAGIOTA, CAVOURAS, DIONISIS, NIKIFORIDIS, GEORGE

Journal:

International Journal of Neural Systems

Year:

2005

Language:

english

File:

PDF, 633 KB

english, 2005

28

NABS: non-local automatic brain hemisphere segmentation

Romero, José E., Manjón, José V., Tohka, Jussi, Coupé, Pierrick, Robles, Montserrat

Journal:

Magnetic Resonance Imaging

Year:

2015

Language:

english

File:

PDF, 2.49 MB

english, 2015

29

Partial volume effect modeling for segmentation and tissue classification of brain magnetic resonance images: A review

Journal:

World Journal of Radiology

Year:

2014

Language:

english

File:

PDF, 3.04 MB

english, 2014

30

Model selection for linear classifiers using Bayesian error estimation

Huttunen, Heikki, Tohka, Jussi

Journal:

Pattern Recognition

Year:

2015

Language:

english

File:

PDF, 823 KB

english, 2015

31

[IEEE 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Arlington, VA, USA (2007.04.12-2007.04.15)] 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - STATISTICAL MODELING OF ATTENUATION-CORRECTED PET DATA WITH APPLICATION TO RECONSTRUCTION OF REGIONAL TIME ACTIVITY CURVES

Krestyannikov, Evgeny, Tohka, Jussi, Ruotsalainen, Ulla

Year:

2007

Language:

english

File:

PDF, 135 KB

english, 2007

32

[IEEE 2006 IEEE Nuclear Science Symposium Conference Record - San Diego, CA, USA (2006.10.29-2006.11.1)] 2006 IEEE Nuclear Science Symposium Conference Record - A method for automatic extraction of striatal structures for dose-finding studies in PET

Wallius, Esa, Tohka, Jussi, Hirvonen, Jussi, Hietala, Jarmo, Ruotsalainen, Ulla

Year:

2006

Language:

english

File:

PDF, 449 KB

english, 2006

33

DEFORMABLE MESH FOR AUTOMATED SURFACE EXTRACTION FROM NOISY IMAGES

TOHKA, JUSSI, MYKKÄNEN, JOUNI M.

Journal:

International Journal of Image and Graphics

Year:

2004

Language:

english

File:

PDF, 1.10 MB

english, 2004

34

Segmentation of Striatal Brain Structures from High Resolution PET Images

Farinha, Ricardo J. P. C., Ruotsalainen, Ulla, Hirvonen, Jussi, Tuominen, Lauri, Hietala, Jarmo, Fonseca, José M., Tohka, Jussi

Journal:

International Journal of Biomedical Imaging

Year:

2009

Language:

english

File:

PDF, 1.28 MB

english, 2009

35

Prediction of brain maturity based on cortical thickness at different spatial resolutions

Khundrakpam, Budhachandra S., Tohka, Jussi, Evans, Alan C.

Journal:

Year:

2015

Language:

english

File:

PDF, 1.68 MB

english, 2015

36

[IEEE 2006 International Conference of the IEEE Engineering in Medicine and Biology Society - New York, NY, USA (2006.08.30-2006.09.3)] 2006 International Conference of the IEEE Engineering in Medicine and Biology Society - Unsupervised Segmentation of Cardiac PET Transmission Images for Automatic Heart Volume Extraction

Juslin, Anu, Tohka, Jussi

Year:

2006

Language:

english

File:

PDF, 216 KB

english, 2006

37

[IEEE Conference Proceedings. Annual International Conference of the IEEE Engineering in Medicine and Biology Society - New York, NY (2006.08.30-2006.09.3)] 2006 International Conference of the IEEE Engineering in Medicine and Biology Society - Unsupervised Segmentation of Cardiac PET Transmission Images for Automatic Heart Volume Extraction

Juslin, Anu, Tohka, Jussi

Year:

2006

Language:

english

File:

PDF, 216 KB

english, 2006

38

SPIE Proceedings [SPIE Electronic Imaging 2005 - San Jose, CA (Monday 17 January 2005)] Image Processing: Algorithms and Systems IV - Adaptive edge detection based on 3D kernel functions for biomedical image analysis

Alban, Edisson, Dougherty, Edward R., Astola, Jaakko T., Tohka, Jussi, Ruotsalainen, Ulla, Egiazarian, Karen O.

Year:

2005

File:

PDF, 335 KB

2005

39

Evaluation of the automatic three-dimensional delineation of caudate and putamen for PET receptor occupancy studies

Wallius, Esa, Tohka, Jussi, Hirvonen, Jussi, Hietala, Jarmo, Ruotsalainen, Ulla

Journal:

Nuclear Medicine Communications

Year:

2008

Language:

english

File:

PDF, 402 KB

english, 2008

40

[IEEE 2016 International Workshop on Pattern Recognition in Neuroimaging (PRNI) - Trento, Italy (2016.6.22-2016.6.24)] 2016 International Workshop on Pattern Recognition in Neuroimaging (PRNI) - Voxel importance in classifier ensembles based on sign consistency patterns: application to sMRI

Gomez-Verdejo, Vanessa, Tohka, Jussi

Year:

2016

Language:

english

File:

PDF, 1.33 MB

english, 2016

41

Rey's Auditory Verbal Learning Test scores can be predicted from whole brain MRI in Alzheimer's disease

Moradi, Elaheh, Hallikainen, Ilona, Hänninen, Tuomo, Tohka, Jussi

Journal:

NeuroImage: Clinical

Year:

2017

Language:

english

File:

PDF, 1.58 MB

english, 2017

42

Functional brain segmentation using inter-subject correlation in fMRI

Kauppi, Jukka-Pekka, Pajula, Juha, Niemi, Jari, Hari, Riitta, Tohka, Jussi

Journal:

Human Brain Mapping

Year:

2017

Language:

english

File:

PDF, 1.72 MB

english, 2017

43

Long-term antipsychotic and benzodiazepine use and brain volume changes in schizophrenia: The Northern Finland Birth Cohort 1966 study

Huhtaniska, Sanna, Jääskeläinen, Erika, Heikka, Tuomas, Moilanen, Jani S., Lehtiniemi, Heli, Tohka, Jussi, Manjón, José V., Coupé, Pierrick, Björnholm, Lassi, Koponen, Hannu, Veijola, Juha, Isohanni,

Journal:

Psychiatry Research: Neuroimaging

Year:

2017

Language:

english

File:

PDF, 282 KB

english, 2017

44

Comparison of manual and automatic techniques for substriatal segmentation in 11C-raclopride high-resolution PET studies

Johansson, Jarkko, Alakurtti, Kati, Joutsa, Juho, Tohka, Jussi, Ruotsalainen, Ulla, Rinne, Juha O.

Journal:

Nuclear Medicine Communications

Year:

2016

Language:

english

File:

PDF, 514 KB

english, 2016

45

T1 white/gray contrast as a predictor of chronological age, and an index of cognitive performance

Lewis, John D., Evans, Alan C., Tohka, Jussi

Journal:

Year:

2018

Language:

english

File:

PDF, 14.51 MB

english, 2018

46

Comparison of feature representations in MRI-based MCI-to-AD conversion prediction

Gómez-Sancho, Marta, Tohka, Jussi, Gómez-Verdejo, Vanessa

Journal:

Magnetic Resonance Imaging

Year:

2018

Language:

english

File:

PDF, 459 KB

english, 2018

47

Inter-Subject Correlation in fMRI: Method Validation against Stimulus-Model Based Analysis

Pajula, Juha, Kauppi, Jukka-Pekka, Tohka, Jussi, Harrison, Ben J.

Journal:

Year:

2012

Language:

english

File:

PDF, 953 KB

english, 2012

48

Simulation and Validation in Brain Image Analysis

Tohka, Jussi, Bellec, Pierre, Grova, Christophe, Reilhac, Anthonin

Journal:

Computational Intelligence and Neuroscience

Year:

2016

Language:

english

File:

PDF, 1.40 MB

english, 2016

49

How Many Is Enough? Effect of Sample Size in Inter-Subject Correlation Analysis of fMRI

Pajula, Juha, Tohka, Jussi

Journal:

Computational Intelligence and Neuroscience

Year:

2016

Language:

english

File:

PDF, 2.83 MB

english, 2016

50

A versatile software package for inter-subject correlation based analyses of fMRI

Kauppi, Jukka-Pekka, Pajula, Juha, Tohka, Jussi

Journal:

Frontiers in Neuroinformatics

Year:

2014

Language:

english

File:

PDF, 1.11 MB

english, 2014