Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. A1 Journal article-refereed
  2. Published

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

    Tohka, J., Moradi, E., Huttunen, H., Alzheimer’s Disease Neuroimaging Initiative & Alzheimer’s Disease Neuroimaging Initiative 2, 2016, In : Neuroinformatics. 14, 3, p. 279-296 18 p.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

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

    Pajula, J. & Tohka, J., 2016, In : Computational Intelligence and Neuroscience. 2016, 2094601.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    One-Class Classification based on Extreme Learning and Geometric Class Information

    Iosifidis, A., Mygdalis, V., Tefas, A. & Pitas, I., 2016, In : Neural Processing Letters. p. 1-16 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Severe cerebral white matter lesions in ischemic stroke patients are associated with less time spent at home and early institutionalization

    Sibolt, G., Curtze, S., Melkas, S., Pohjasvaara, T., Kaste, M., Karhunen, P. J., Oksala, N. K. J. & Erkinjuntti, T., 1 Dec 2015, In : INTERNATIONAL JOURNAL OF STROKE. 10, 8, p. 1192-1196 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    Eustachian tube mucosal inflammation scale validation based on digital video images

    Kivekäs, I., Pöyhönen, L., Aarnisalo, A., Rautiainen, M. & Poe, D., 1 Dec 2015, In : OTOLOGY AND NEUROTOLOGY. 36, 10, p. 1748-1752 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Elevated levels of soluble CD26 and CD30 in multiple sclerosis

    Basnyat, P., Natarajan, R., Vistbakka, J., Lehtikangas, M., Airas, L., Matinlauri, I., Elovaara, I. & Hagman, S., 1 Nov 2015, In : Clinical and Experimental Neuroimmunology. 6, 4, p. 419-425 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Human anterior thalamic nuclei are involved in emotion-attention interaction

    Sun, L., Peräkylä, J., Polvivaara, M., Öhman, J., Peltola, J., Lehtimäki, K., Huhtala, H. & Hartikainen, K. M., 1 Nov 2015, In : NEUROPSYCHOLOGIA. 78, p. 88-94 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Building new computational models to support health behavior change and maintenance: new opportunities in behavioral research

    Spruijt-Metz, D., Hekler, E., Saranummi, N., Intille, S., Korhonen, I., Nilsen, W., Rivera, D. E., Spring, B., Michie, S., Asch, D. A., Sanna, A., Salcedo, V. T., Kukakfa, R. & Pavel, M., 17 Sep 2015, In : Translational Behavioral Medicine. 5, 3, p. 335-346 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    DropELM: Fast neural network regularization with Dropout and DropConnect

    Iosifidis, A., Tefas, A. & Pitas, I., 25 Aug 2015, In : Neurocomputing. 162, p. 57-66 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Distance-based human action recognition using optimized class representations

    Iosifidis, A., Tefas, A. & Pitas, I., 5 Aug 2015, In : Neurocomputing. 161, p. 47-55 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    Evaluation of the different sleep-disordered breathing patterns of the compressed tracheal sound

    Tenhunen, M., Huupponen, E., Hasan, J., Heino, O. & Himanen, S. L., 1 Aug 2015, In : Clinical Neurophysiology. 126, 8, p. 1557-1563 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    X-ray microtomographic confirmation of the reliability of CBCT in identifying the scalar location of cochlear implant electrode after round window insertion

    Zou, J., Hannula, M., Lehto, K., Feng, H., Lähelmä, J., Aula, A. S., Hyttinen, J. & Pyykkö, I., 1 Aug 2015, In : Hearing Research. 326, p. 59-65 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  14. Published

    Association between soluble L-selectin and anti-JCV antibodies in natalizumab-treated relapsing-remitting MS patients

    Basnyat, P., Hagman, S., Kolasa, M., Koivisto, K., Verkkoniemi-Ahola, A., Airas, L. & Elovaara, I., 1 Jul 2015, In : Multiple Sclerosis and Related Disorders. 4, 4, p. 334-338 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Published

    The effects of neuron morphology on graph theoretic measures of network connectivity: The analysis of a two-level statistical model

    Acimovic, J., Mäki-Marttunen, T. & Linne, M-L., 10 Jun 2015, In : Frontiers in Neuroanatomy. 9, June, 76.

    Research output: Contribution to journalArticleScientificpeer-review

  16. Published

    Experiments of the sonification of the sleep electroencephalogram

    Franco, P. & Värri, A., 11 May 2015, In : Finnish Journal of eHealth and eWelfare. 7, 2-3, p. 65-74 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  17. Published

    Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge

    Bron, E. E., Smits, M., van der Flier, W. M., Vrenken, H., Barkhof, F., Scheltens, P., Papma, J. M., Steketee, R. M. E., Méndez Orellana, C., Meijboom, R., Pinto, M., Meireles, J. R., Garrett, C., Bastos-Leite, A. J., Abdulkadir, A., Ronneberger, O., Amoroso, N., Bellotti, R., Cárdenas-Peña, D., Álvarez-Meza, A. M., Dolph, C. V., Iftekharuddin, K. M., Eskildsen, S. F., Coupé, P., Fonov, V. S., Franke, K., Gaser, C., Ledig, C., Guerrero, R., Tong, T., Gray, K. R., Moradi, E., Tohka, J., Routier, A., Durrleman, S., Sarica, A., Di Fatta, G., Sensi, F., Chincarini, A., Smith, G. M., Stoyanov, Z. V., Sørensen, L., Nielsen, M., Tangaro, S., Inglese, P., Wachinger, C., Reuter, M., van Swieten, J. C., Niessen, W. J. & Klein, S., 1 May 2015, In : NeuroImage. 111, p. 562-579 18 p.

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    Podocyte apoptosis is prevented by blocking the Toll-like receptor pathway

    Saurus, P., Kuusela, S., Lehtonen, E., Hyvönen, M. E., Ristola, M., Fogarty, C. L., Tienari, J., Lassenius, M. I., Forsblom, C., Lehto, M., Saleem, M. A., Groop, P. H., Holthöfer, H. & Lehtonen, S., 1 May 2015, In : CELL DEATH AND DISEASE. 6, 5, e1752.

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    Analysis of apoptosis-related genes in patients with clinically isolated syndrome and their association with conversion to multiple sclerosis

    Hagman, S., Kolasa, M., Basnyat, P., Helminen, M., Kähönen, M., Dastidar, P., Lehtimäki, T. & Elovaara, I., 15 Mar 2015, In : JOURNAL OF NEUROIMMUNOLOGY. 280, p. 43-48 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    Extreme learning machine based supervised subspace learning

    Iosifidis, A., 2015, In : Neurocomputing. 167, p. 158–164 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Patient-specific induced pluripotent stem cell—derived RPE cells: Understanding the pathogenesis of retinopathy in long-chain 3-hydroxyacyl-CoA dehydrogenase deiciency

    Polinati, P. P., Ilmarinen, T., Trokovic, R., Hyotylainen, T., Otonkoski, T., Suomalainen, A., Skottman, H. & Tynitiina, T., 2015, In : Investigative Ophthalmology and Visual Science. 56, 5, p. 3371-3382 12 p.

    Research output: Contribution to journalArticleScientificpeer-review