Martti Juhola

Research output

Research output per year 1998 1998 1999 2000 2001 2008 2014 2015 2022

• 137 Article
• 86 Conference contribution
• 11 Chapter
• 2 Other online publication
• 2 More
  • 1 Commissioned report
  • 1 Review Article

Research output per year

Research output per year

Search results

• 2000

  Retinal image velocity, a parameter of vestibulo-ocular reflex dysfunction

  Aalto, H., Hirvonen, T., Juhola, M. & Pyykkö, I., 2000, In: Automedica. 19, p. 63-80

  Research output: Contribution to journal › Article › Scientific › peer-review

• Review of nurses' experiences in use of a signal analysis program at a medical balance laboratory

  Juhola, M., 2000, Pertti Järvinen 60 Years - Work for Science. Heimonen, J-M. & Ruohonen, M. (eds.). p. 87-94 (University of Tampere, Reports of Department of Computer and Information Sciences. A; no. A-2000-6).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific

• Usefulness of imputation for the analysis of incomplete otoneurologic data

  Laurikkala, J., Kentala, E., Juhola, M., Pyykkö, I. & Lammi, S., 2000, In: International Journal of Medical Informatics. 58-59, 1, p. 235-242

  Research output: Contribution to journal › Article › Scientific › peer-review
  22 Citations (Scopus)
• 1999

  A novel machine learning program applied to discover otologic diseases

  Laurikkala, J., Kentala, E., Juhola, M. & Pyykkö, I., 1999, Abstracts, European Conference on Audiology 1999. p. 70

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Application of artificial intelligence in audiology

  Juhola, M., Viikki, K., Laurikkala, J., Auramo, Y., Kentala, E. & Pyykkö, I., 1999, Abstracts, European Conference on Audiology 1999. p. 45

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• A signal analysis method for impulse-like eye movements

  Juhola, M., Aalto, H. & Hirvonen, T., 1999, Medical Informatics Europe '99. Kokol, P., Blaz, Z., Stare, J., Premik, M. & Engelbrecht, R. (eds.). Amsterdam: IOS Press, p. 365-368 (Studies in Health Technology and Informatics; no. 68).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  5 Citations (Scopus)

• Comparison of Genetic Algorithms and Other Classification Methods in the Diagnosis of Female Urinary Incontinence

  Laurikkala, J., Juhola, M., Lammi, S., Viikki, K. & Iltanen, K., 1999, In: Methods of Information in Medicine. 38, 2, p. 125-131

  Research output: Contribution to journal › Article › Scientific › peer-review

  16 Citations (Scopus)

• Comparison of two head autorotation tests

  Hirvonen, T., Aalto, H., Pyykkö, I. & Juhola, M., 1999, In: Journal of Vestibular Research. 9, p. 119-125

  Research output: Contribution to journal › Article › Scientific › peer-review

  10 Citations (Scopus)

• Decision tree induction in the diagnosis of otoneurological diseases

  Viikki, K., Kentala, E., Juhola, M. & Pyykkö, I., 1999, In: Medical Informatics & The Internet in Medicine. 24, 4, p. 277-289

  Research output: Contribution to journal › Article › Scientific › peer-review

  14 Citations (Scopus)

• Discovering diagnostic rules from a neurotologic database with genetic algorithms

  Kentala, E., Laurikkala, J., Pyykkö, I. & Juhola, M., 1999, In: Annals of Otology, Rhinology & Laryngology. 10, p. 948-954

  Research output: Contribution to journal › Article › Scientific › peer-review

• Lossless compression of eye movement signals

  Tossavainen, TI., Juhola, M. & Koski, A., 1999, Medical Informatics Europe '99. Kokol, P., Blaz, Z., Stare, J., Premik, M. & Engelbrecht, R. (eds.). Amsterdam, p. 369-373 (Studies in Health Technology and Informatics; no. 68).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific

  5 Citations (Scopus)

• Modelling oculomotor data with decision tree induction

  Viikki, K., Isotalo, E., Juhola, M. & Pyykkö, I., 1999, Medical Informatics Europe '99. Kokol, P., Blaz, Z., Stare, J., Premik, M. & Engelbrecht, R. (eds.). Amsterdam: IOS Press, p. 660-663 (Studies in Health Technology and Informatics; no. 68).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  1 Citation (Scopus)

• Neural network recognition of otoneurological vertigo diseases with comparison of some other classification methods

  Juhola, M., Laurikkala, J., Viikki, K., Auramo, Y., Kentala, E. & Pyykkö, I., 1999, Artificial Intelligence in Medicine. Andreassen, S. (ed.). Berliini: Springer, p. 217-226 (Lecture Notes in Artificial Intelligence; no. 1620).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  6 Citations (Scopus)

• Otoneurological expert system for vertigo

  Kentala, E., Pyykkö, I., Auramo, Y., Laurikkala, J. & Juhola, M., 1999, In: Acta Otolaryngologica. 199, p. 517-521

  Research output: Contribution to journal › Article › Scientific › peer-review

  18 Citations (Scopus)

• Predicting the development of a homogeneous population in an industrialized country

  Mäkelä, E., Juhola, K. & Juhola, M., 1999, In: Computers in Biology and Medicine. 29, p. 273-281

  Research output: Contribution to journal › Article › Scientific › peer-review

• Quantification of retinal image velocity with the head autorotation test

  Hirvonen, T., Aalto, H., Pyykkö, I., Isotalo, E. & Juhola, M., 1999, Equilibrium Research, Clinical Equilibriometry and Modern Treatment. Haid, C. T. (ed.). Elsevier, p. 187-190

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

• The effect of digital filtering on ECG parameters

  Koski, A. & Juhola, M., 1999, In: Automedica. 18, p. 47-65

  Research output: Contribution to journal › Article › Scientific › peer-review

• The influence of vision on the vestibulo-ocular reflex in head autorotation test

  Hirvonen, T., Aalto, H., Pyykkö, I., Isotalo, E. & Juhola, M., 1999, Equilibrium Research, Clinical Equilibriometry and Modern Treatment. Haid, C. T. (ed.). Elsevier, p. 155-159

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

• Three-dimensional ROIs in brain PET

  Mykkänen, J., Juhola, M. & Ruotsalainen, U., 1999, 1 ed. Tampere: Tampereen yliopisto. (Tampereen yliopisto, Tietojenkäsittelyopin laitos. Julkaisusarja A; no. A-1999-6)

  Research output: Book/Report › Commissioned report

• Three-dimensional ROIs in brain PET

  Mykkänen, J., Juhola, M. & Ruotsalainen, U., 1999, Medical Informatics Europe '99. Kokol, P., Blaz, Z., Stare, J., Premik, M. & Engelbrecht, R. (eds.). Amsterdam: IOS Press, p. 339-342

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  3 Citations (Scopus)

• Treatment of missing values with imputation for the analysis of otologic data

  Laurikkala, J., Kentala, E., Juhola, M. & Pyykkö, I., 1999, Medical Informatics Europe '99. Kokol, P., Blaz, Z., Stare, J., Premik, M. & Engelbrecht, R. (eds.). Amsterdam, p. 428-431 (Studies in Health Technology and Informatics; no. 68).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  5 Citations (Scopus)

• Using decision tree induction to model oculomotor data

  Viikki, K., Isotalo, E., Juhola, M. & Pyykkö, I., 1999, Abstracts, European Conference on Audiology 1999. p. 159

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific
• 1998

  A genetics-based machine learning system to discover the diagnostic rules for female urinary incontinence

  Laurikkala, J. & Juhola, M., 1998, In: Computer Methods and Programs in Biomedicine. 55, p. 217-228

  Research output: Contribution to journal › Article › Scientific › peer-review

  23 Citations (Scopus)

• A prototype expert system for the differential diagnosis of female urinary incontinence

  Laurikkala, J., Juhola, M., Penttinen, J. & Aukee, P., 1998, STeP'98-8th Biennal Finnish Artificial Intelligence Conference. Koikkalainen, P. & Puuronen, S. (eds.). Helsinki, p. 98-103

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

• A signal analysis method for retinal image velocity computation of vestibulo-ocular reflex eye movement investigations

  Juhola, M., 1998, Proceedings of the Ninth World Congress on Medical Informatics. Scherrer, J-R. (ed.). Amsterdam, Netherlands: IOS Press, p. 1247-1249 (Studies in Health Technology and Informatics; no. 52).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Changes in the vestibulo-ocular reflex: a study of elderly day hospital patients

  Hirvonen, T. P., Aalto, H., Pyykkö, I., Pirkko, V. & Juhola, M., 1998, In: CLINICAL OTOLARYNGOLOGY. 23, p. 42-47

  Research output: Contribution to journal › Article › Scientific › peer-review

• Comparison between diagnoses of human experts and a neurotologic expert system

  Kentala, E., Auramo, Y., Juhola, M. & Pyykkö, I., 1998, In: Annals of Otology, Rhinology & Laryngology. 107, p. 135-140

  Research output: Contribution to journal › Article › Scientific › peer-review

  20 Citations (Scopus)

• Comparison between diagnostic algorithms in neurotologic expert system

  Kentala, E., Auramo, Y., Juhola, M. & Pyykkö, I., 1998, Meeting of American Academy of Otolaryngology - Head and Neck Surgery 1998.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Comparison of diagnostic accuracy between genetic algorithm and discriminant analysis in neurotologic expert system

  Kentala, E., Laurikkala, J., Juhola, M. & Pyykkö, I., 1998, In: The International Tinnitus Journal. 4, p. 35

  Research output: Contribution to journal › Article › Scientific › peer-review

• Data base and expert program for hearing conservation

  Starck, J., Toppila, E., Pyykkö, I., Juhola, M. & Auramo, Y., 1998, Unknown. p. 114

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Database and model: Noisescan

  Starck, J., Philström, A., Toppila, E., Auramo, Y., Juhola, M. & Pyykkö, I., 1998, Protection against Noise. Pyykkö, I. (ed.). London, UK, p. 131-140 (Advances in Noise Reseacrh).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Diagnosis of acute appendicitis in two databases. Evaluation of different neighbourhoods with an LVQ neural network

  Pesonen, E., Ohmann, C., Eskelinen, M. & Juhola, M., 1998, In: Methods of Information in Medicine. 37, p. 59-63

  Research output: Contribution to journal › Article › Scientific › peer-review

  7 Citations (Scopus)

• Effects of digital filtering on the parameters of vestibulo-ocular reflex signals

  Juhola, M., Pyykkö, I., Aalto, H. & Hirvonen, T., 1998, In: Automedica. 16, p. 205-216

  Research output: Contribution to journal › Article › Scientific › peer-review

  9 Citations (Scopus)

• Genetic algorithms in the diagnosis of otologic diseases

  Laurikkala, J., Juhola, M., Kentala, E. & Pyykkö, I., 1998, Preprints of TOOLMET'98 Symposium - Tool Environments and Development Methods for Intelligent Systems. Yliniemi, L. & Juuso, E. (eds.). Oulu: University of Oulu, p. 54-62

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Huimaustautien diagnostiikka tietokoneella

  Kentala, E., Pyykkö, I., Auramo, Y., Laurikkala, J. & Juhola, M., 1998, Vaikean kuulovian diagnostiikka, hoito ja kuntoutus, huimauksen neuro-otologinen tutkimus ja kuntoutusmahdollisuudet. Johansson, R., Karjalainen, S. & Laurikainen, E. (eds.). Turku, p. 83-87

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Modelling anomia by the discrete two-stage word production architecture

  Matti, L., Tikkala, A. & Juhola, M., 1998, In: JOURNAL OF NEUROLINGUISTICS. 11, p. 275-294

  Research output: Contribution to journal › Article › Scientific › peer-review

  30 Citations (Scopus)

• Population size and quality in genetics-based rule learning from medical data

  Laurikkala, J. & Juhola, M., 1998, Proceedings of the 9th World Congress on Medical Informatics (MEDINFO98). Cesnik, B., McCray, AT. & Scherrer, J-R. (eds.). Amsderdam: IOS Press, p. 389-393 (Studies in Health Technology and Informatics; no. 52).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Treatment of missing data values in a neural network based decision support system for acute abdominal pain

  Pesonen, E., Eskelinen, M. & Juhola, M., 1998, In: Artificial Intelligence in Medicine. 13, p. 139-146

  Research output: Contribution to journal › Article › Scientific › peer-review

  44 Citations (Scopus)