2019 / 02

Следующая статья
DOI: 10.24075/vrgmu.2019.022

ОРИГИНАЛЬНОЕ ИССЛЕДОВАНИЕ

Адаптация технологии интерфейсов мозг-компьютер на волне P300 для оценивания состояния больных нервной анорексией

И. П. Ганин1, Е. А. Косиченко1, А. В. Соколов2,3, О. М. Иоаннисянц2, И. М. Арефьев2, А. Я. Басова2,3, А. Я. Каплан1
Информация об авторах

1 Биологический факультет, Московский государственный университет имени М. В. Ломоносова, Москва, Россия

2 Научно-практический центр психического здоровья детей и подростков имени. Г. Е. Сухаревой, Москва, Россия

3 Российский национальный исследовательский медицинский университет имени Н. И. Пирогова, Москва, Россия

Для корреспонденции: Илья Петрович Ганин
Ленинские горы, д. 1, стр. 12, к. 246, г. Москва,119234; ur.liam@ninagpi

Информация о статье

Вклад авторов в работу: все авторы участвовали в планировании эксперимента; И. П. Ганин — проведение исследования, анализ и интерпретация данных, анализ литературы, подготовка текста рукописи; Е. А. Косиченко — проведение исследования, анализ литературы, анализ данных; А. В. Соколов — проведение исследования, интерпретация данных, редактирование текста; О. М. Иоаннисянц — диагностика и подбор пациентов для исследования; И. М. Арефьев — обеспечение экспериментов, интерпретации данных; А. Я. Басова — интерпретация данных, редактирование текста; А. Я. Каплан — интерпретация данных.

Статья получена: 08.10.2018 Статья принята к печати: 27.03.2019 Опубликовано online: 10.04.2019
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  1. McFarland DJ, Vaughan TM. BCI in practice. Progress in brain research. 2016; 228: 389404. Available from: https://doi. org/10.1016/bs.pbr.2016.06.005.
  2. Wolpaw JR. Brain-computer interfaces as new brain output pathways. J Physiol. 2007; 579 (3): 613–9. Available from: https:// doi.org/10.1113/jphysiol.2006.125948.
  3. Alqasemi R, Dubey R. A 9-DoF Wheelchair-Mounted Robotic Arm System: Design, Control, Brain-Computer Interfacing, and Testing. Journal of Advances in Robot Manipulators In Tech. 2010: 51–78. Available from: https://doi.org/10.5772/9678.
  4. Lopes AC, Pires G, Vaz L, Nunes U. Wheelchair navigation assisted by human-machine shared-control and a P300-based brain computer interface. International Conference on Intelligent Robots and Systems (IROS). 2011: 2438–44. Available from: https://doi.org/10.1109/iros.2011.6094748.
  5. Vidaurre C, Klauer C, Schauer T, Ramos-Murguialday A, Müller KR. EEG-based BCI for the linear control of an upper-limb neuroprosthesis. Medical Engineering & Physics. 2016; 38 (11): 1195–204. Available from: https://doi.org/10.1016/j.medengphy.2016.06.010.
  6. Rezeika A, Benda M, Stawicki P, Gembler F, Saboor A, Volosyak I. Brain–Computer Interface Spellers: A Review. Brain Sciences. 2018; 8 (4): 57. Available from: https://doi.org/10.3390/brainsci8040057.
  7. Farwell LA, Donchin E. Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials. Electroencephalography and Clinical Neurophysiology. 1988; 70: 510–23. Available from: https://doi.org/10.1016/0013-4694(88)90149-6.
  8. Asmaro D, Jaspers-Fayer F, Sramko V, Taake I, Carolan P, Liotti M. Spatiotemporal dynamics of the hedonic processing of chocolate images in individuals with and without trait chocolate craving. Appetite. 2012; 58 (3): 790–9. Available from: https://doi. org/10.1016/j.appet.2012.01.030.
  9. Asmaro D, Carolan PL, Liotti M. Electrophysiological evidence of early attentional bias to drug-related pictures in chronic cannabis users. Addict Behav. 2014; 39 (1): 114–21. Available from: https:// doi.org/10.1016/j.addbeh.2013.09.012.
  10. Olofsson, JK, Nordin S, Sequeira H, Polich J. Affective picture processing: an integrative review of ERP findings. Biological psychology. 2008; 77 (3): 247–65. Available from: https://doi. org/10.1016/j.biopsycho.2007.11.006.
  11. Ohman A, Flykt A, Esteves F. Emotion drives attention: detecting the snake in the grass. Journal of experimental psychology: general. 2001; 130 (3): 466–78. Available from: https://doi. org/10.1037//0096-3445.130.3.466.
  12. Ганин И. П., Косиченко Е. А., Каплан А. Я. Особенности электроэнцефалографических реакций на эмоционально значимые стимулы в технологии интерфейса мозг-компьютер на волне P300. Журн. высш. нерв. деят. 2017; 67 (4): 453–63. Available from: https://doi.org/10.7868/s0044467717040074.
  13. Singh M, Singh M, Goyal M. Selection of attribute combinations of ERP’s for classification of emotions along arousal axis. International Journal of Information Technology & Knowledge Management. 2015; 8 (2): 142–9. Available from: https://doi. org/10.141079/IJITKM.2015.801.
  14. Liu TL, Wang PW, Yang YC, Hsiao RC, Su YY, Shyi GC, Yen CF. Deficits in facial emotion recognition and implicit attitudes toward emotion among adolescents with high functioning autism spectrum disorder. Compr Psychiatry. 2019; (90): 7–13. Available from: https://doi.org/10.1016/j.comppsych.2018.12.010.
  15. Stavropoulos KK, Viktorinova M, Naples A, Foss-Feig J, McPartland JC. Autistic traits modulate conscious and nonconscious face perception. Soc Neurosci. 2016; (10): 1–12. Available from: https:// doi.org/10.1080/17470919.2016.1248788.
  16. Hatch A, Madden S, Kohn MR, Clarke S, Touyz S, Gordon E et al. Emotion brain alterations in anorexia nervosa: a candidate biological marker and implications for treatment. Journal of psychiatry & neuroscience: JPN. 2010; 35 (4): 267–74. Available from: https://doi.org/10.1503/jpn.090073.
  17. Bradley SJ, Taylor MJ, Rovet JF, Goldberg E, Hood J, Wachsmuth R, et al. Assessment of brain function in adolescent anorexia nervosa before and after weight gain. Journal of Clinical and Experimental Neuropsychology. 1997; 19 (1): 20–33. Available from: https:// doi.org/10.1080/01688639708403833.
  18. Lang PJ, Bradley MM, Cuthbert BN. International affective picture system (IAPS): Affective ratings of pictures and instruction manual. Technical Report A-8. University of Florida, Gainesville, FL. 2008.
  19. Meijboom A, Jansen A, Kampman M, Schouten E. An experimental test of the relationship between self–esteem and concern about body shape and weight in restrained eaters. International Journal of Eating Disorders. 1999; 25 (3): 327–34. Available from: https://doi.org/10.1002/(sici)1098-108x(199904)25:3<327::aid-eat11>3.0.co;2-5.
  20. Blechert J, Ansorge U, Beckmann S, & Tuschen-Caffier B. The undue influence of shape and weight on self-evaluation in anorexia nervosa, bulimia nervosa and restrained eaters: a combined ERP and behavioral study. Psychological Medicine. 2011; 41 (1): 185–94. Available from: https://doi.org/10.1017/s0033291710000395.
  21. Squires NK, Squires KC, Hillyard SA. Two Varieties of Long-latency positive Waves Evoked by Unpredictavle Audiatory Stimuli in Man. Electroencephalography and Clinical Neurophysiology. 1975; (38): 387–401. Available from: https://doi.org/10.1016/0013- 4694(75)90263-1.
  22. Guger С, Daban S, Sellers E, Holzner C, Krausz G, Carabalona R, et al. How many people are able to control a P300-based brain-computer interface (BCI)? Neurosci Lett. 2009; 462 (1): 94–8. Available from: https://doi.org/10.1016/j.neulet.2009.06.045.
  23. Ганин И. П., Каплан А. Я. Интерфейс мозг-компьютер на основе волны P300: предъявление комплексных стимулов «подсветка + движение». Журнал высшей нервной деятельности. 2014; 64 (1): 32–40. Доступно по ссылке: https://doi.org/10.7868/s0044467714010067.
  24. Nikendei C, Friederich HC, Weisbrod M, Walther S, Sharma A, Herzog W, et al. Event-related potentials during recognition of semantic and pictorial food stimuli in patients with anorexia nervosa and healthy controls with varying internal states of hunger. Psychosomatic medicine. 2012; 74 (2): 136–145. Available from: https://doi.org/10.1097/psy.0b013e318242496a.
  25. Sprengelmeyer R, Jentzsch I. Event related potentials and the perception of intensity in facial expressions. Neuropsychologia. 2006; (44): 2899–06. Available from: https://doi.org/10.1016/j. neuropsychologia.2006.06.020.
  26. Foti D, Hajcak G, Dien J. Differentiating neural responses to emotional pictures: Evidence from temporal-spatial PCA. Psychophysiology. 2009; 46 (3): 521–30. Available from: https:// doi.org/10.1111/j.1469-8986.2009.00796.x.