Qatar University

Abdulaziz Khalid Al-ali

John-John Cabibihan

Kishor Kumar Sadasivuni

Ahmad Yaser Alhaddad

Malek Ayesh

Ahmad Qadeib Alban

Hussein Aly

A method may include establishing a connection with a wearable device and at least one sensory module device disposed within an environment. The method may also include receiving, from the at least one sensory module device, a recording of an auditory input from a subject and physical movement of the subject in the environment. The method may further include receiving, from the wearable device, at least one physiological signal of the subject. In addition, the method may include detecting, via machine learning, presence of a challenging behavior of the subject based on the received record of the auditory input, the physical movement, and the at least one physiological signal of the subject. Further, the method may include transmitting a notification of the detected challenging behavior to an external device.

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Doha, Qatar

Abdulaziz Khalid Al-ali