Downloads: 125
Research Paper | Medicine Science | Israel | Volume 6 Issue 2, February 2017
Computational Approach for the Real-Time Diagnosis of Attention Level and Focus State
Zack Dvey-Aharon, Or Cohen, Nathan Intrator
The study of cognitive attention has become a major area of interest in the fields of education, neuroscience and psychiatry during the past several decades. Although the motivation behind these studies originated from the need to better understand mental disorders, such as ADHD, a growing desire to study attention and identify tools to assess the focus state has emerged. As the interest in this area has grown rapidly, computational academic tools are still lacking, the state-of-the-art tools that are currently available focus solely on either general retroactive detection of the focus state or discrimination between subjects diagnosed with various mental illnesses (mostly ADHD) and healthy subjects. To date, there is no reliable tool available to make a real-time diagnosis of the focus state. Due to the volatile nature of attention and unlike the common usage of general discrimination tools, real-time diagnostic tools enable actionable and practical event-driven responses. These event-driven responses include neurofeedback to tackle specific brain diseases and live notifications for helping subjects regain focus while carrying out critical daily tasks that require high levels of attention, such as flying a plane, supervising or even driving, to name a few. In this paper, we present the WBV (Weighted-Band and Volatility) procedure, a novel methodology for real-time diagnosis of the attention level and focus state. The methodology showed excellent results in real-time focus state prediction, revealing the attention level of the subjects using less than 30 seconds of data and limited EEG input from only two frontal electrodes.
Keywords: ADHD, ADD, Focus, Attention, Learning, Game, Machine Learning, Neuroscience
Edition: Volume 6 Issue 2, February 2017
Pages: 1546 - 1552
How to Cite this Article?
Zack Dvey-Aharon, Or Cohen, Nathan Intrator, "Computational Approach for the Real-Time Diagnosis of Attention Level and Focus State", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20171089, Volume 6 Issue 2, February 2017, 1546 - 1552
Similar Articles with Keyword 'ADD'
Downloads: 47
Research Paper, Medicine Science, India, Volume 8 Issue 10, October 2019
Pages: 1657 - 1660Comparison of Caudal Bupivacaine Alone with Dexmedetomidine as an Adjuvant with Bupivacaine for Post Operative Analgesia in Paediatric Patient Undergoing Inguinal Region Surgeries
Dr Pooja Agrawal, Dr Aishwarya Bandewar, Dr Olvyna D'souza
Downloads: 90
Research Paper, Medicine Science, Albania, Volume 3 Issue 11, November 2014
Pages: 1577 - 1582Pain Management And Evaluation Cancer Patients From Staff In Oncology Nursing Service University Hospital Centre Mother Teresa In Tirana, Albania
Zamira IMERAJ, Arianit KOKOBOBO, Sadi BEXHETI, Rudina PIRUSHI
Similar Articles with Keyword 'Focus'
Downloads: 49
Research Paper, Medicine Science, Iraq, Volume 6 Issue 1, January 2017
Pages: 2088 - 2093Baseline Needs Assessment for Breast Cancer Awareness among Patients in Iraq
Nada A.S. Alwan; Wafa' M. Al-Attar; Nawar Al Mallah
Downloads: 103
Research Paper, Medicine Science, Indonesia, Volume 6 Issue 11, November 2017
Pages: 1604 - 1606VO2max Rate Based on Ideal Weight of Female Players in a Futsal Team
Saharullah, Wahyudin, Ita Puspita Dewi
Similar Articles with Keyword 'Attention'
Downloads: 118
Research Paper, Medicine Science, United Kingdom, Volume 9 Issue 6, June 2020
Pages: 1893 - 1903Examination of Cognitive Deficits Produced by Sub-Chronic Ketamine Exposure in Rats
Christopher Wood, Mohammed Shoib
Downloads: 97
Research Paper, Medicine Science, Macedonia, Volume 4 Issue 3, March 2015
Pages: 2243 - 2247A Radiographic Assessment of the Prevalence of Pulp Stones in Premolars Regarding the Dental Arches
Pavlina Aleksova
Similar Articles with Keyword 'Learning'
Downloads: 118
Research Paper, Medicine Science, United Kingdom, Volume 9 Issue 6, June 2020
Pages: 1893 - 1903Examination of Cognitive Deficits Produced by Sub-Chronic Ketamine Exposure in Rats
Christopher Wood, Mohammed Shoib
Downloads: 80
Research Paper, Medicine Science, India, Volume 5 Issue 11, November 2016
Pages: 1412 - 1415Nurses Perception Regarding Students Contribution in Patient Care at Teaching Hospital
Mahadeo Shinde, Sharvari Sadare, Nutan Potdar, Indumati Mulik, Sushma Shete
Similar Articles with Keyword 'Game'
Downloads: 86 | Monthly Hits: ⮙11
Informative Article, Medicine Science, Albania, Volume 3 Issue 6, June 2014
Pages: 1827 - 1830Albanian Doctors Extended Knowledge and Restricted Resources in Management of Breast Cancers High Risk Women
Albana SHAHINI PhD, Erinda KOSTURI MD
Downloads: 107 | Monthly Hits: ⮙5
Case Studies, Medicine Science, India, Volume 4 Issue 8, August 2015
Pages: 1145 - 1147Pulmonary Tuberculosis with a Lymph Node in Aorto Pulmonary Window Causing Obstruction of Bilateral Pulmonary Arteries ? A Rare Case Report
Santosh C Patil, Ngangbam Taruni, H D Vinay, Kuldeep Singh