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Items: 1 to 50 of 201

1.

Detection of genetic cardiac diseases by Ca2+ transient profiles using machine learning methods.

Juhola M, Joutsijoki H, Penttinen K, Aalto-Setälä K.

Sci Rep. 2018 Jun 19;8(1):9355. doi: 10.1038/s41598-018-27695-5.

2.

Internet-Based Self-Help for Ménière's Disease: Details and Outcome of a Single-Group Open Trial.

Pyykko I, Manchaiah V, Kentala E, Levo H, Juhola M.

Am J Audiol. 2017 Dec 12;26(4):496-506. doi: 10.1044/2017_AJA-16-0068.

PMID:
29049634
3.

Internet-based peer support for Ménière's disease: a summary of web-based data collection, impact evaluation, and user evaluation.

Pyykkő I, Manchaiah V, Levo H, Kentala E, Juhola M.

Int J Audiol. 2017 Jul;56(7):453-463. doi: 10.1080/14992027.2017.1282631. Epub 2017 Feb 9.

PMID:
28635496
4.

Error-Correcting Output Codes in Classification of Human Induced Pluripotent Stem Cell Colony Images.

Joutsijoki H, Haponen M, Rasku J, Aalto-Setälä K, Juhola M.

Biomed Res Int. 2016;2016:3025057. Epub 2016 Oct 26.

5.

Machine Learning Approach to Automated Quality Identification of Human Induced Pluripotent Stem Cell Colony Images.

Joutsijoki H, Haponen M, Rasku J, Aalto-Setälä K, Juhola M.

Comput Math Methods Med. 2016;2016:3091039. doi: 10.1155/2016/3091039. Epub 2016 Jul 14.

6.

On Biometrics With Eye Movements.

Zhang Y, Juhola M.

IEEE J Biomed Health Inform. 2017 Sep;21(5):1360-1366. doi: 10.1109/JBHI.2016.2551862. Epub 2016 Apr 7.

PMID:
27071204
7.

Novel Analysis Software for Detecting and Classifying Ca2+ Transient Abnormalities in Stem Cell-Derived Cardiomyocytes.

Penttinen K, Siirtola H, Àvalos-Salguero J, Vainio T, Juhola M, Aalto-Setälä K.

PLoS One. 2015 Aug 26;10(8):e0135806. doi: 10.1371/journal.pone.0135806. eCollection 2015.

8.

Signal analysis and classification methods for the calcium transient data of stem cell-derived cardiomyocytes.

Juhola M, Penttinen K, Joutsijoki H, Varpa K, Saarikoski J, Rasku J, Siirtola H, Iltanen K, Laurikkala J, Hyyrö H, Hyttinen J, Aalto-Setälä K.

Comput Biol Med. 2015 Jun;61:1-7. doi: 10.1016/j.compbiomed.2015.03.016. Epub 2015 Mar 24.

PMID:
25841082
9.

Investigating local spatially-enhanced structural and textural descriptors for classification of iPSC colony images.

Gizatdinova Y, Rasku J, Haponen M, Joutsijoki H, Baldin I, Paci M, Hyttinen J, Aalto-Setälä K, Juhola M.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:3361-5. doi: 10.1109/EMBC.2014.6944343.

PMID:
25570711
10.

On computation of calcium cycling anomalies in cardiomyocytes data.

Juhola M, Joutsijoki H, Varpa K, Saarikoski J, Rasku J, Iltanen K, Laurikkala J, Hyyrö H, Avalos-Salguero J, Siirtola H, Penttinen K, Aalto-Setälä K.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:1444-7. doi: 10.1109/EMBC.2014.6943872.

PMID:
25570240
11.

Two-dimensional signal analysis reduced from three-dimensional nystagmus eye movements.

Juhola M, Aalto H, Hirvonen TP.

Stud Health Technol Inform. 2014;205:1148-52.

PMID:
25160369
12.

Machine learning approach to an otoneurological classification problem.

Joutsijoki H, Varpa K, Iltanen K, Juhola M.

Conf Proc IEEE Eng Med Biol Soc. 2013;2013:1294-7. doi: 10.1109/EMBC.2013.6609745.

PMID:
24109932
13.

Clustering and summarising association rules mined from phenotype, genotype and environmental data concerning age-related hearing impairment.

Iltanen K, Kiviharju S, Ao L, Juhola M, Pyykkö I.

Stud Health Technol Inform. 2013;192:452-6.

PMID:
23920595
14.

Evaluation of the postural stability of elderly persons using time domain signal analysis.

Rasku J, Pyykkö I, Juhola M, Garcia M, Harris T, Launer L, Eiriksdottir G, Siggeirsdottir K, Jonsson P, Hoffman HJ, Petersen H, Rasmussen C, Caserotti P, Toppila E, Pajala S, Gudnason V.

J Vestib Res. 2012;22(5-6):243-52. doi: 10.3233/VES-120465.

15.

Biometric verification of a subject through eye movements.

Juhola M, Zhang Y, Rasku J.

Comput Biol Med. 2013 Jan;43(1):42-50. doi: 10.1016/j.compbiomed.2012.10.005. Epub 2012 Nov 20.

PMID:
23177205
16.

Uroepithelial and kidney carcinoma in Lynch syndrome.

Aarnio M, Säily M, Juhola M, Gylling A, Peltomäki P, Järvinen HJ, Mecklin JP.

Fam Cancer. 2012 Sep;11(3):395-401. doi: 10.1007/s10689-012-9526-6.

PMID:
22476430
17.

Suppression of spontaneous nystagmus during different visual fixation conditions.

Hirvonen TP, Juhola M, Aalto H.

Eur Arch Otorhinolaryngol. 2012 Jul;269(7):1759-62. doi: 10.1007/s00405-011-1824-3. Epub 2011 Nov 6.

PMID:
22057154
18.

Prediction of a state of a subject on the basis of a stabilogram signal and video oculography test.

Rasku J, Joutsijoki H, Pyykkö I, Juhola M.

Comput Methods Programs Biomed. 2012 Nov;108(2):580-8. doi: 10.1016/j.cmpb.2011.08.011. Epub 2011 Sep 22.

PMID:
21940064
19.
20.

A wearable, wireless gaze tracker with integrated selection command source for human-computer interaction.

Rantanen V, Vanhala T, Tuisku O, Niemenlehto PH, Verho J, Surakka V, Juhola M, Lekkala J.

IEEE Trans Inf Technol Biomed. 2011 Sep;15(5):795-801. doi: 10.1109/TITB.2011.2158321. Epub 2011 May 31.

PMID:
21632308
21.

Classification and retrieval on macroinvertebrate image databases.

Kiranyaz S, Ince T, Pulkkinen J, Gabbouj M, Ärje J, Kärkkäinen S, Tirronen V, Juhola M, Turpeinen T, Meissner K.

Comput Biol Med. 2011 Jul;41(7):463-72. doi: 10.1016/j.compbiomed.2011.04.008. Epub 2011 May 23.

PMID:
21601841
22.

Comparison of machine learning methods for classifying aphasic and non-aphasic speakers.

Järvelin A, Juhola M.

Comput Methods Programs Biomed. 2011 Dec;104(3):349-57. doi: 10.1016/j.cmpb.2011.02.015. Epub 2011 Apr 14.

PMID:
21496939
23.

Signal analysis of three-dimensional nystagmus for otoneurological investigations.

Juhola M, Aalto H, Jutila T, Hirvonen TP.

Ann Biomed Eng. 2011 Mar;39(3):973-82. doi: 10.1007/s10439-010-0211-3. Epub 2010 Nov 24.

PMID:
21107695
24.

Classification of otoneurological cases according to Bayesian probabilistic models.

Miettinen K, Juhola M.

J Med Syst. 2010 Apr;34(2):119-30.

PMID:
20433050
25.

On signal analysis of three-dimensional nystagmus.

Juhola M, Aalto H, Hirvonen T.

Stud Health Technol Inform. 2009;150:846-50.

PMID:
19745432
26.

The effect of removing the force feedback during the quiet stance.

Rasku J, Juhola M, Pyykkö I, Toppila E, Varpa K.

Stud Health Technol Inform. 2009;150:620-4.

PMID:
19745386
27.

Application of a modified two-point backward difference to sequential event detection in surface electromyography.

Niemenlehto PH, Juhola M.

J Med Eng Technol. 2009;33(5):349-60. doi: 10.1080/03091900802323613.

PMID:
19440914
28.

Creation of virtual reality stimulus for a psychophysiological body balance measurement.

Alatalo T, Juhola M, Surakka V, Tossavainen T.

Psychol Res Behav Manag. 2009;2:13-22. Epub 2008 Nov 23.

29.

Modelling stabilograms with hidden Markov models.

Rasku J, Juhola M, Tossavainen T, Pyykko I, Toppila E.

J Med Eng Technol. 2008 Jul-Aug;32(4):273-83. doi: 10.1080/03091900600968908.

PMID:
18666007
30.

Neural network classification of otoneurological data and its visualization.

Siermala M, Juhola M, Kentala E.

Comput Biol Med. 2008 Aug;38(8):858-66. doi: 10.1016/j.compbiomed.2008.05.002. Epub 2008 Jun 24.

PMID:
18572156
31.

Differential cancer predisposition in Lynch syndrome: insights from molecular analysis of brain and urinary tract tumors.

Gylling AH, Nieminen TT, Abdel-Rahman WM, Nuorva K, Juhola M, Joensuu EI, Järvinen HJ, Mecklin JP, Aarnio M, Peltomäki PT.

Carcinogenesis. 2008 Jul;29(7):1351-9. doi: 10.1093/carcin/bgn133. Epub 2008 Jun 12.

PMID:
18550572
32.

Machine learning method for knowledge discovery experimented with otoneurological data.

Varpa K, Iltanen K, Juhola M.

Comput Methods Programs Biomed. 2008 Aug;91(2):154-64. doi: 10.1016/j.cmpb.2008.03.003. Epub 2008 Jun 3.

PMID:
18524411
33.

On machine learning classification of otoneurological data.

Juhola M.

Stud Health Technol Inform. 2008;136:211-6.

PMID:
18487733
34.

Application of the cell averaging constant false alarm rate technique to saccade detection in electro-oculography.

Niemenlehto PH, Juhola M.

Conf Proc IEEE Eng Med Biol Soc. 2007;2007:586-9.

PMID:
18002024
35.

On modeling of mutation probabilities.

Juhola M, Saarikoski J, Jacobs HT.

Comput Biol Med. 2007 Dec;37(12):1719-23. Epub 2007 Jun 1.

PMID:
17543915
36.

Quantification of angiogenesis by the Chalkley method and its prognostic significance in epithelial ovarian cancer.

Suhonen KA, Anttila MA, Sillanpää SM, Hämäläinen KM, Saarikoski SV, Juhola M, Kosma VM.

Eur J Cancer. 2007 May;43(8):1300-7. Epub 2007 Apr 19.

PMID:
17448653
37.

Using results of eye movement signal analysis in the neural network recognition of otoneurological patients.

Juhola M, Aalto H, Hirvonen T.

Comput Methods Programs Biomed. 2007 Jun;86(3):216-26. Epub 2007 Apr 18.

PMID:
17445944
38.

Is gastric cancer part of the tumour spectrum of hereditary non-polyposis colorectal cancer? A molecular genetic study.

Gylling A, Abdel-Rahman WM, Juhola M, Nuorva K, Hautala E, Järvinen HJ, Mecklin JP, Aarnio M, Peltomäki P.

Gut. 2007 Jul;56(7):926-33. Epub 2007 Jan 31.

39.
40.

A neural network model for the simulation of word production errors of Finnish nouns.

Järvelin A, Juhola M, Laine M.

Int J Neural Syst. 2006 Aug;16(4):241-54.

PMID:
16972313
41.

CD44 expression and its relationship with MMP-9, clinicopathological factors and survival in oral squamous cell carcinoma.

Kosunen A, Pirinen R, Ropponen K, Pukkila M, Kellokoski J, Virtaniemi J, Sironen R, Juhola M, Kumpulainen E, Johansson R, Nuutinen J, Kosma VM.

Oral Oncol. 2007 Jan;43(1):51-9. Epub 2006 Jun 23.

PMID:
16798062
42.

A signal analysis technique of vestibulo-ocular reflex stimulated with impulsive head movements.

Juhola M, Aalto H, Hirvonen T.

Ann Biomed Eng. 2006 Jul;34(7):1213-25. Epub 2006 Jun 20.

PMID:
16786396
43.

On the neural network classification of medical data and an endeavour to balance non-uniform data sets with artificial data extension.

Autio L, Juhola M, Laurikkala J.

Comput Biol Med. 2007 Mar;37(3):388-97. Epub 2006 Jun 15.

PMID:
16780826
44.

Frequent gene dosage alterations in stromal cells of epithelial ovarian carcinomas.

Tuhkanen H, Anttila M, Kosma VM, Heinonen S, Juhola M, Helisalmi S, Kataja V, Mannermaa A.

Int J Cancer. 2006 Sep 15;119(6):1345-53.

45.

Virtual reality in posturography.

Tossavainen T, Toppila E, Pyykkö I, Forsman PM, Juhola M, Starck J.

IEEE Trans Inf Technol Biomed. 2006 Apr;10(2):282-92.

PMID:
16617617
46.

Prognostic significance of E-cadherin-catenin complex in epithelial ovarian cancer.

Voutilainen KA, Anttila MA, Sillanpää SM, Ropponen KM, Saarikoski SV, Juhola MT, Kosma VM.

J Clin Pathol. 2006 May;59(5):460-7. Epub 2006 Feb 3.

47.

Techniques for biased data distributions and variable classification with neural networks applied to otoneurological data.

Siermala M, Juhola M.

Comput Methods Programs Biomed. 2006 Feb;81(2):128-36. Epub 2006 Jan 19.

PMID:
16423424
49.

Neural network screening of electromyographic signals as the first phase to design novel human-computer interaction.

Niemenlehto PH, Juhola M, Surakka V.

Stud Health Technol Inform. 2005;116:471-6.

PMID:
16160302

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