Pacientes lesados medulares frequentemente mencionam dores nos ombros, devido à elevada demanda dos membros superiores. Estes pacientes se submetem a diferentes tipos de reabilitação, no entanto é importante avaliar os métodos utilizados em tais programas para evitar possíveis prejuízos. O objetivo deste trabalho é avaliar o esforço e a atividade muscular dos ombros em pacientes paraplégicos caminhando com Estimulação Elétrica Neuro Muscular (EENM) e um andador em seções de reabilitação e comparar com duas atividades diárias executadas por estes indivíduos: propulsão da cadeira de rodas e elevação para alívio da pressão. Quinze homens adultos com paraplegia foram avaliados. Os movimentos em 3 dimensões foram obtidos com um sistema de 6 câmeras de infravermelho, e a atividade mioelétrica de 6 músculos dos ombros foi obtida bilateralmente por eletrodos de superfície ativos. Um andador instrumentalizado capturou a força durante a marcha, e a força nas outras duas atividades foi obtida por dinâmica inversa utilizando os dados cinemáticos e antropométricos. Os dados cinéticos e da atividade muscular foram avaliados estatisticamente utilizando análise de variância (ANOVA) e o teste das diferenças menos significativas de Tukey com nível de significância p<0,05. Foram obtidos picos de força quatro vezes maiores durante a marcha comparando-se à propulsão da cadeira de rodas. O esforço do ombro durante a marcha e a elevação foi equivalente, porém o lado direito durante a marcha apresentou maiores valores. O músculo mais ativo durante a marcha foi o tríceps, seguido pelo peitoral maior, deltóide anterior e trapézio inferior. A ação geral dos músculos durante a marcha também foi maior comparada aos outros exercícios executados. A marcha com EENM e andador, realizada por lesados medulares durante as seções de reabilitação, requer esforços significativos dos membros superiores, podendo gerar complicações nas articulações do ombro. Lesados medulares submetidos a seções de reabilitação que executam esforços significativos devem ser frequentemente monitorados, por métodos de ultra-som ou ressonância magnética, para evitar o comprometimento dos membros superiores e a consequente perda das funções de independência remanescentes / Spinal Cord Injured subjects often refer pain in their shoulders, due to the increased demand of the upper limbs. These subjects usually go through different rehabilitation strategies. Therefore, it becomes rather important to assess those methods in order to avoid further injuries to the patients. The goal of this work was to evaluate the shoulder effort and muscular activity in paraplegic subjects during gait with Neuromuscular Electrical Stimulation (NMES) with the aid of a walker and to compare it with two daily activities: wheelchair start up and weight relief raise. Fifteen adult male paraplegics were part of this study. The three-dimensional motions were acquired with six infrared cameras, and surface-active electrodes recorded the electromyography activity of 6 shoulder muscles, bilaterally. The vertical reaction force during walking was measured with a strain gauge instrumented walker, and the horizontal (wheelchair start-up) and vertical (weight relief raise) forces were obtained by inverse dynamics from kinematics and anthropometric data. The statistics of kinetic and electromyography data were done by analysis of variance (ANOVA) and the Tukey least significant differences post hoc test with significance level of p<0,05. Results have shown NMES gait force peaks being about four times higher than the values obtained for wheelchair start-up. The shoulder effort (force and torque) during walking and weight relief was similar, although the right side during NMES gait presented greater values. The triceps was the most active muscle during NMES walking, followed by pectoralis major, anterior deltoid and lower trapezius. The overall muscular activity during NMES walking was again higher than the other tasks executed. The NMES walking, when performed by spinal cord injured subjects can lead to injuries to the shoulder girdle. Due to the results obtained, continuous supervision of paraplegic upper limb effort should therefore be part of any rehabilitation center and for that ultrasound or magnetic resonance imaging may be recommended

Many individuals with severe motor impairments are cognitively capable, but because of their physical impairments, unable to express their intention through conventional means of communication. Access technologies are devices that attempt to translate the intention of these individuals into functional activity by harnessing their residual physical or physiological abilities. The primary objective of this thesis was to design and develop a novel non-invasive and non-contact access technology based on infrared thermal imaging. This access technology translates the local temperature change associated with voluntary mouth opening to activation of a binary switch such as a mouse click or key press. To this end, an algorithm based on motion and temperature analyses, and morphological and anthropometric filters was designed to detect mouth opening activity in thermal video in real-time. The secondary objective of this thesis was to introduce a mutual information measure for objective assessment of binary switch users’ performance. A model was suggested, in which combination of cognitive and physical abilities of the human user of a binary access switch constitute a communication channel. The proposed mutual information measure estimates the rate of information transmission in the ‘human communication channel’ during stimulus response tasks. Using this measure, in a study with ten able-bodied participants, the infrared thermal switch was validated against a conventional chin switch. Impairments in body functions and structures that may contraindicate the use of the infrared thermal switch were explored in a study with seven clients, with severe disabilities. Potential hard and soft technological solutions to mitigate the effect of these impairments on infrared thermal switch use were recommended. Finally the infrared thermal switch was tailored to meet the needs of a young man with severe spastic quadriplegic cerebral palsy, who had no other means of physical access.

Many individuals with severe motor impairments are cognitively capable, but because of their physical impairments, unable to express their intention through conventional means of communication. Access technologies are devices that attempt to translate the intention of these individuals into functional activity by harnessing their residual physical or physiological abilities. The primary objective of this thesis was to design and develop a novel non-invasive and non-contact access technology based on infrared thermal imaging. This access technology translates the local temperature change associated with voluntary mouth opening to activation of a binary switch such as a mouse click or key press. To this end, an algorithm based on motion and temperature analyses, and morphological and anthropometric filters was designed to detect mouth opening activity in thermal video in real-time. The secondary objective of this thesis was to introduce a mutual information measure for objective assessment of binary switch users’ performance. A model was suggested, in which combination of cognitive and physical abilities of the human user of a binary access switch constitute a communication channel. The proposed mutual information measure estimates the rate of information transmission in the ‘human communication channel’ during stimulus response tasks. Using this measure, in a study with ten able-bodied participants, the infrared thermal switch was validated against a conventional chin switch. Impairments in body functions and structures that may contraindicate the use of the infrared thermal switch were explored in a study with seven clients, with severe disabilities. Potential hard and soft technological solutions to mitigate the effect of these impairments on infrared thermal switch use were recommended. Finally the infrared thermal switch was tailored to meet the needs of a young man with severe spastic quadriplegic cerebral palsy, who had no other means of physical access.

<p>The last two decades have shown a boom in the field of wearable sensing technology. Particularly in the consumer industry, growing trends towards personalized health have pushed new devices to report many vital signs, with a demand for high accuracy and reliability. The most common technique used to gather these vitals is photoplethysmography or PPG. PPG devices are ideal for wearable applications as they are simple, power-efficient, and can be implemented on almost any area of the body. Traditionally PPGs were utilized for capturing just heart rate, however, recent advancements in hardware and digital processing have led to other metrics including respiratory rate (RR) and peripheral oxygen saturation (SpO2), to be reported as well. Our research investigates the potential for wearable devices to be used for outpatient apnea monitoring, and particularly the ability to detect opioid misuse resulting in respiratory depression. Ultimately, the long-term goal of this work is to develop a wearable device that can be used in the rehabilitation process to ensure both accountability and safety of the wearer. This document details contributions towards this goal through the design, development, and evaluation of a device called “Kick Ring”. Primarily, we investigate the ability of Kick Ring to record heartrate (HR), RR, and SpO2. Moreover, we show that the device can calculate RR in real time and can provide an immediate indication of abnormal events such as respiratory depression. Finally, we explore a novel method for reporting apnea events through the use of several PPG characteristics. Kick Ring reliably gathers respiratory metrics and offers a combination of features that does not exist in the current wearables space. These advancements will help to move the field forward, and eventually aid in early detection of life-threatening events.</p>