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Develop a robot to assist in behavioral therapy for tic disorder, detecting and helping patients control their tics through motion and voice recognition.
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Project proposal BEHAVIORAL CORRECTION ROBOT FOR TIC-DISORDER • SONGHUI RYU, YEONJU OH • COMPUTER & INFORMATION TECHNOLOGY, PURDUE UNIVERSITY • CNIT 581 – Introduction to Assistive Technology and Robotics • FALL 2016
TOPIC • What is tic disorder • Tics are abrupt, uncontrollable movements or sounds • that deviate from a person’s normal gestures.
TOPIC • Tic disorder and Tourette syndrome • Accompanied by • Obsessive-compulsive disorder (OCD) up to 50% • Attention-deficit hyperactivity disorder (ADHD) 30-50% • Mood disorder
TOPIC • Why? and how to cure Causes are not yet figured out. It could be liked to - inheritance: Genetic mutation - neurotransmitters: Dopamine, serotonin - functional abnormalities in the brain: frontal lobe - hormone: boys are more prone to tics - birth problem - environment (but not solely)
TOPIC • Why? and how to cure Transient tics often goes away without treatment - Family members and teachers shouldn’t call attention / scold them - Stress makes tics worse and more frequent! In other case, Behavioral therapy - To train to manage their tic symptoms and reduce the frequency - Massed practice, relaxation technique, awareness training, self-monitoring, etc. - Effective for transient tic disorder Mental therapy - To control emotions and think positively, confidently - Shouldn’t be primary method Medication - For chronic tic disorder or TS, to control neurotransmitters - Effective for 70-80% of patients
MOTIVATION • It can be problematic • Patients can have problems with social activities • Tics can physically hurt patients & Tics may be during sleep • But, • Overall, treatments can help tics. • - Vocal tics can go away, motor tics can get better • - Tics most severe between 7-15 years old of age • - 30-40% of TS patients are cured completely or gets to moderate level • What if somebody helps them control themselves?
OBJECTIVE • Developing robot that helps behavioral therapy for tic-disorder • Patients with tic-disorder can have difficulties with behavioral therapy • - They may not recognize if they are doing tics currently • Robot can be an assistant that remind them stopping / controlling tics • - catches motor tics by motion recognition with camera • - catches vocal tics by voice recognition with microphone • It shouldn’t bother patients but just be a friend! Romibo – autism helping robot Keepon – dancing robot
LITERATURE REVIEWS • Body Motion Detection • Using depth camera (Kinect) • Construct a motion library based on motion data • Utilized / Improved ‘Dynamic Time Warping(DTW)’ algorithm • Find a difference between two different sets to match a length of the vector sequence Calculate difference Training Data Vision / Vocal Data Feature Detection Look up library [4] Li, N. et al. 2015. Study on Action Recognition Based on Kinect and Its Application in Rehabilitation Training. 2015 IEEE Fifth International Conference on Big Data and Cloud Computing (BDCloud) (Aug. 2015), 265–269.
LITERATURE REVIEWS • Facial expression detection • Measure user’s emotional engagement when looking at smartphone • Extract the geometry of the face found in a video • Calculate the angle between lip and nose to classify facial expression • In my project,detect and utilize more various facial landmarks and geometry [5] Mankodiya, K. et al. 2013. Understanding User’s Emotional Engagement to the Contents on a Smartphone Display: Psychiatric Prospective. Ubiquitous Intelligence and Computing, 2013 IEEE 10th International Conference on and 10th International Conference on Autonomic and Trusted Computing (UIC/ATC) (Dec. 2013), 631–637.
LITERATURE REVIEWS • Tic Disorder Treatment • Tic awareness -> transform the habit to new action • Group 1: comprehensive behavioral intervention • Group 2: supportive therapy and education • Measure the improvement about reducing tics and tic-related impairment • Conclusion Efficacy increased Habit Reversal Training Supportive Therapy [6] Piacentini J et al. 2010. Behavior therapy for children with Tourette disorder: A randomized controlled trial. JAMA. 303, 19 (May 2010), 1929–1937.
Approaches & plans • Approaches • Except medical treatment, Habit reversal training (HRT)is the most effective way to reduce tic and tic-impairments. • If a program detect motion repetition, a robot will give a notification to users as a sound output. • Robot suggests habit reversal training action when users have tic disorder symptoms Motion / Voice Recognition Improvement of Symptoms Kinect + MicRaspberry pi Give alerts HRT User
Approaches & plans • plans
Equipment list • Raspberry pi • XBOX 360 Microsoft Kinect Sensor • USB Microphone for Raspberry pi • Speaker for Raspberry pi
references • [1] Kronenberger WG, Meyer RG (2001) : The Child Clinician's Handbook. Allyn and Bacon. pp 454-469 • [2] American Academy of Child & Adolescent Psychiatry (1998) : Your Child. Harprer-Collins Publishers. pp.318-319 • [3] Centers for Diseas Control and Prevention, http://www.cdc.gov/ncbddd/tourette/data.html • [4] Li, N. et al. 2015. Study on Action Recognition Based on Kinect and Its Application in Rehabilitation Training. 2015 IEEE Fifth International Conference on Big Data and Cloud Computing (BDCloud) (Aug. 2015), 265–269. • [5] Mankodiya, K. et al. 2013. Understanding User’s Emotional Engagement to the Contents on a Smartphone Display: Psychiatric Prospective. Ubiquitous Intelligence and Computing, 2013 IEEE 10th International Conference on and 10th International Conference on Autonomic and Trusted Computing (UIC/ATC) (Dec. 2013), 631–637. • [6] Piacentini J et al. 2010. Behavior therapy for children with tourette disorder: A randomized controlled trial. JAMA. 303, 19 (May 2010), 1929–1937.
Songhui Ryu & Yeonju Oh • Computer & Information Technology, Purdue University • cnitatr.wordpress.com • ryu26@purdue.edu / oh132@purdue.edu