Development of new methodologies in sample treatment for proteomics workflow based on enzymatic probe sonication technology and mass spectrometry

Thesis submitted to the Universidade Nova de Lisboa, Faculdade de Ciências e Tecnologia, for the degree of Doctor of Philosophy in Biochemistry

Development of integrated separation processes with green solvents

Dissertação para obtenção do Grau de Doutor em Química Sustentável

Territorial Strategic Planning as a support instrument for Regional and Local Development : a comparative analysis between Lisbon and Barcelona metropolitan areas - a first approach

Trabalho de Projecto apresentado para cumprimento dos requisitos necessários à obtenção do grau de Mestre em Metropolização, Planeamento Estratégico e Sustentabilidade.

Contributo para a validação da versão portuguesa da Quebec Back Pain Disability Scale : fiabilidade e poder de resposta em utentes com dor lombar crónica

RESUMO: Um dos principais resultados das intervenções de Fisioterapia dirigidas a utentes com Dor Lombar Crónica (DLC) é reduzir a incapacidade funcional. A Quebec Back Pain Disability Scale (QBPDS) é um instrumento amplamente aceite a nível internacional na medição do nível de incapacidade funcional reportada pelos indivíduos com DLC. O objetivo deste estudo é dar um contributo para a adaptação cultural da versão portuguesa da QBPDS (QBPDS-VP) e investigar o poder de resposta e interpretabilidade da escala. Metodologia: Realizou-se um estudo metodológico, multicentro, baseado num coorte prospetivo de 132 utentes com DLC. Os utentes foram recrutados a partir da lista de espera de 16 serviços de Medicina Física e de Reabilitação/Fisioterapia de várias áreas geográficas de Portugal. A QBPDS- VP foi administrada 3 vezes, em 3 momentos de recolha de dados distintos: T0 - momento inicial (utentes em lista de espera); T1 - 1 semana de intervalo (início dos tratamentos de Fisioterapia); e T2 - 6 semanas de intervalo (pós-intervenção de Fisioterapia). Os dados recolhidos em T0 foram utilizados para a análise fatorial e para o estudo da consistência interna (n=132); os dados da amostra emparelhada de T0 e T1 (n=132) para a fiabilidade teste-reteste; e os dados da amostra emparelhada de T0 e T2 (n=120) para a análise do poder de resposta e interpretabilidade. A âncora externa utilizada foi a perceção global de mudança, neste caso a PGIC- VP, que foi respondida em T1 e T2. O nível de significância para o qual os valores se consideraram satisfatórios foi de p≤ 0,05. O tratamento dos dados foi realizado no software IBM SPSS Statistics (versão 20). Resultados: A QBPDS- VP é uma escala unidimensional, que revela uma excelente consistência interna (α de Cronbach= 0,95) e uma fiabilidade teste-reteste satisfatória (CCI= 0,696; IC 95%: 0,581–0,783). Esta escala demonstrou um poder de resposta moderado, quando aplicada em utentes com DLC ( = 0,426 e AAC= 0,741; IC 95%: 0,645 – 0,837). A Diferença Mínima Detetável (DMD) estimada foi de 19 pontos e as estimativas da Diferença Mínima Clinicamente Importante (DMCI) variaram entre 7 (pelo método curva ROC) e 8 pontos (pelo método “diferença média de pontuação”). A estimativa pela curva ROC deriva do ponto ótimo de corte de 6,5 pontos, com Área Abaixo da Curva (AAC)= 0,741, sensibilidade de 72%, e especificidade de 71%. Uma análise complementar da curva ROC baseada nas diferenças de pontuações da QBPDS, expressa em percentagem, revelou um ponto ótimo de corte de - 24% (AAC= 0,737, sensibilidade de 71%, e especificidade de 71%). Para pontuações iniciais da QBPDS- VP mais altas (≥34 pontos), foi encontrado um ponto ótimo de corte de 10,5 pontos (AAC= 0,738, sensibilidade de 73%, e especificidade de 67%). Conclusão: A QBPDS-VP demonstrou bons níveis de fiabilidade e poder de resposta, recomendando-se o seu uso na medição e avaliação da incapacidade funcional de utentes com DLC. A DMD estimada, de 19 pontos, determinou uma amplitude válida da QBPDS-VP de 19 a 81 pontos. Este estudo propõe estimativas de DMCI da QBPDS- VP numa aplicação específica da escala (em utentes com DLC que são referidos para a intervenção de Fisioterapia). A pontuação inicial da QBPDS- VP deve ser considerada na interpretação de mudanças de pontuação, após a intervenção de Fisioterapia.------------ ABSTRACT: One of the main results of physiotherapy interventions for patients with Chronic Low Back Pain (CLBP) is decrease the functional disability. The Quebec Back Pain Disability Scale (QBPDS) is an instrument widely accepted internationally, in measuring the level of disability reported by individuals with CLBP. The purpose of this study is to contribute to the cultural adaptation of the Portuguese version of QBPDS (QBPDS - PV) and investigate the Responsiveness and Interpretability of QBPDS-PV. Methodology: This was a methodological and multicenter study, based on a sample of 132 subjects with CLBP. The patients were recruited from the waiting lists of 16 medicine rehabilitation service, in many Portugal districts. The Quebec Back Pain Disability Scale was administered in three different moments: T0 – baseline (patients in the waiting list); T1- one week after T0 (the beginning of treatment); and T2 – six weeks after T1 (the posttreatment). The data collected at T0 were used for factor analysis and to study the internal consistency (n = 132); paired sample data of T0 and T1 (n=132) were used for test-retest reliability, and sample data paired for T0 and T2 (n=120) used for responsiveness and interpretability analysis. The external anchor was the global perception of change, measured by the Portuguese version of Patient’s Global Impression of Change (PGIC) Scale. The minimal level of significance established was p ≤ 0,05. Data analysis was performed using the IBM SPSS Statistics software (version 20). Results: The QBPDS-PV is a unidimensional scale, demonstrates an excellent internal consistency (Cronbach's α=0.95) and satisfactory test-retest reliability (ICC= 0.696, 95% CI: 0.581–0.783). The scale revealed moderate responsiveness when applied to patients with CLBP ( = 0.426 and AUC= 0.741, 95% CI: 0.645 - 0.837). The Smallest Detectable Change (SDC) was 19 points, whereas the Minimal Clinically Important Change (MCIC) ranged between 7 (ROC curve method) and 8 points (by the "mean difference score"). The estimate was derived from the ROC curve by an optimal cutoff point of 6.5 points, with Area Under the Curve (AUC)= 0.741, sensitivity 72%, and specificity of 71%. A complementary analysis of the ROC curve based on differences in QBPDS scores from baseline, expressed in percentage, revealed an optimal cutoff point of -24% (AUC= 0.737, sensitivity of 71%, and specificity of 71%). For the highest initial scores of QBPDS-PV (≥ 34 points) was found an optimal cutoff of 10.5 points (AUC= 0.738, sensitivity of 73%, and specificity 67%). Conclusion: The QBPDS-PV demonstrated good levels of reliability and responsiveness, being recommended its use in the measurement and evaluation of disability of patients with CLBP. The SDC of 19 points determined the QBPDS‟ scale width of 19 to 81. This study proposes MCIC values for QBPDS –PV for this specific setting (in CLBP patients who are referred for physiotherapy intervention). The QBPDS –PV baseline score have to be taken into account while interpreting the score change after physiotherapy intervention.

Financing green development: 'Climate Bonds’ as a solution for institutional investors engagement

A Work Project, presented as part of the requirements for the Award of a Masters Degree in Management from the NOVA – School of Business and Economics

Estimating data divergence in cloud computing storage systems

Dissertação para obtenção do Grau de Mestre em Engenharia Informática

Development of an equipment to detect and quantify muscular spasticity

Dissertação para obtenção do Grau de Mestre em Engenharia Biomédica

Territorial Strategic Planning as a support instrument for Regional and Local Development: a comparative analysis between Lisbon and Barcelona Metropolitan Areas

MARQUES, B.P. (2011) "Territorial Strategic Planning as a support instrument for Regional and Local Development: a comparative analysis between Lisbon and Barcelona Metropolitan Areas", in Atas do 17.º Congresso da APDR, do 5.º Congresso de Gestão e Conservação da Natureza e do Congresso Internacional da APDR/AECR, Bragança e Zamora, pp. 1265-1272, ISBN 978-989-96353-2-6.

Saúde Mental em meio prisional : avaliação de necessidades de cuidados em reclusos com perturbação mental

RESUMO: A população prisional é constituída por indivíduos geralmente sujeitos a alguma forma de exclusão social e que apresentam problemas de saúde física e mental mais frequentes do que na população em geral. A prevalência mais elevada de perturbações mentais e de suicídio nos reclusos, em relação à população civil, é consensual e está demonstrada em numerosos estudos internacionais. O abuso/dependência de substâncias, a depressão, as psicoses e a perturbação anti-social de personalidade são as perturbações mais comuns na população prisional. As perturbações mentais são importantes factores de risco de suicídio, de vitimização, de reincidência e de reentrada no sistema prisional. Assim sendo, o grupo de reclusos com perturbação mental constitui um grupo de risco relevante. A avaliação de necessidades de cuidados foi iniciada no Reino Unido como um método para o planeamento, medição dos resultados e financiamento dos cuidados de saúde. Para esta avaliação foram desenvolvidos instrumentos que avaliam as necessidades em diversos domínios (clínicos e sociais) para aplicação aos utentes, cuidadores e profissionais. Até aos anos noventa, a avaliação de necessidades no contexto prisional incidia especialmente nas necessidades de segurança dos serviços, segundo a perspectiva dos profissionais. Contudo, a partir do relatório Reed (1992), sobre a situação dos reclusos com perturbação mental, verificou-se uma abordagem mais abrangente, que incluía a avaliação das necessidades de cuidados dos reclusos. Embora as necessidades dos reclusos com perturbação mental pareçam ser similares às dos doentes psiquiátricos em geral, existem diferenças em determinados domínios como a comorbilidade do eixo II, o abuso de substâncias e o risco de violência. Por este motivo, as necessidades de cuidados de saúde mental dos reclusos são elevadas e frequentemente não se encontram satisfeitas. De forma a incluir estas especificidades foi desenvolvida a versão forense do Camberwell Assessment of Need (CAN), designada por CAN - Forensic Version (CANFOR). Actualmente existe um consenso generalizado entre as instituições internacionais do dever de proporcionar aos reclusos cuidados de saúde, de prevenção e de tratamento, equivalentes aos cuidados disponíveis para a população civil - o princípio da equivalência de cuidados. A presente investigação pretendeu caracterizar e avaliar as necessidades de cuidados dos reclusos acompanhados nos serviços de psiquiatria prisionais na área da Grande Lisboa (internamento no Serviço de Psiquiatria do Hospital Prisional de S. João de Deus (HPSJD) e consultas nos Estabelecimentos Prisionais (EP) de Caxias e de Tires). De modo a estabelecer uma comparação com sujeitos civis foi seleccionada uma amostra de conveniência de pacientes acompanhados num departamento de psiquiatria da mesma região, segundo um emparelhamento por sexo, escalão etário, e por diagnóstico, num período de 3 meses. Realizou-se um estudo de tipo observacional, transversal e comparativo. Aplicaram-se os seguintes instrumentos de avaliação: questionário específico, Brief Psychiatric Rating Scale 4.0, Mini International Neuropsychiatric Interview 5.0.0, Global Assessment Functioning, CAN-R e CANFOR-R. No período do estudo (12 meses) foram assistidos 149 reclusos, dos quais, 35 (23,5%) não cumpriram os critérios de inclusão. A amostra final de reclusos (PRs) (n=114) foi constituída por 79 homens (69,3%) e 35 mulheres (30,7%), dos quais 77 eram condenados (67,5%) e 37 (32,5%) encontravam-se detidos preventivamente. A amostra final de participantes civis (PCs) foi constituída por 121 indivíduos, dos quais 76 eram homens (62,8%) e 45 eram mulheres (37,2%).A amostra final de participantes civis (PCs) foi constituída por 121 indivíduos, dos quais 76 eram homens (62,8%) e 45 eram mulheres (37,2%). Relativamente aos PRs, o diagnóstico mais frequente foi a Perturbação Anti-social da Personalidade (57,9%), seguida pela Depressão Major (56,1%). A maioria (53,5%) apresentava três ou mais categorias diagnósticas. Aproximadamente um terço dos PRs (30%) pontuou o nível elevado de risco de suicídio. A probabilidade deste risco aumentava, significativamente, nos portadores de Depressão Major, de um maior nível de psicopatologia e de uma condenação actual. Perto de metade dos PRs (47,4%) possuía duas ou mais condenações prévias e mais de metade estavam envolvidos em crimes contra pessoas (53,5%). A probabilidade de condenações múltiplas foi significativamente superior nos portadores de Perturbação Antisocial da Personalidade e nos reclusos com maior número de necessidades totais. Entre os PRs dos dois sexos, as principais diferenças significativas residiram na maior frequência de consumo de substâncias e no maior número de necessidades de cuidados nãosatisfeitas nos homens versus mulheres. A comparação entre os PRs, antes da detenção, e os PCs mostrou que os primeiros possuíam menor escolaridade, menos medicação psiquiátrica, mas mais emprego e mais consumos de substâncias ilícitas. A Perturbação Anti-social da Personalidade (OR=26,4; IC95%: 10,7-64,9), a Perturbação Pós-stress Traumático (OR=15,0; IC95%: 3,5-65,4), a Dependência/Abuso de Substâncias (OR=8,5; IC95%: 4,2-17,6) a Depressão Major (OR=2,6; IC95%: 1,5-4,4) e o Risco de Suicídio Elevado (OR=2,6; IC95%: 1,4-5,0) foram significativamente mais frequentes nos PRs versus PCs. Relativamente à avaliação de necessidades de cuidados, os PRs mostraram maior número de necessidades não-satisfeitas e maior necessidade de ajuda profissional, em relação aos PCs. Embora diversas necessidades não-satisfeitas possam resultar da condição de recluso, outras, em domínios da saúde física, da segurança do próprio e dos consumos tóxicos, poderão indicar que os PRs recebem um nível de cuidados inferior ao necessário, em comparação com os PCs. Os PRs apresentaram patologia mental, predominantemente não-psicótica e elevado risco de suicídio/auto-agressão, associado a depressão, necessidades de cuidados e uma pena de prisão. Possuíam, numa frequência elevada, características, consistentemente, associadas à reincidência criminal (personalidade anti-social, consumos tóxicos, condenações anteriores), pelo que se justifica um especial acompanhamento deste grupo, no período pré e pós-libertação. A comparação de necessidades de cuidados no contexto civil e prisional indica um maior nível de necessidades e um menor nível de cuidados recebidos pelos PRs, em relação aos PCs. O princípio da equivalência de cuidados poderá estar comprometido nos indivíduos reclusos com perturbação mental. A utilização do CANFOR foi fácil e poderá contribuir para um melhor planeamento, oferta e avaliação de resultados ao nível individual. Os PRs e PCs revelaram características clínicas e de necessidades muito diferentes entre si, pelo que, os reclusos com perturbação mental deverão ser assistidos em serviços de saúde mental preparados para abordar as suas especificidades.---------------ABSTRACT: The prison population is generally made up of individuals who are usually subject to some sort of social exclusion and who show physical and mental problems more frequently than the general population. Various international studies have found higher rates of mental disturbances and suicide within the prison population. The most common mental disturbances found are substance abuse or dependency, depression, psychosis, and anti-social personality disturbance. Such mental disturbances are important factors in suicide, victimization, delinquency recurrence, and the risk of reentry into prison. As a result, prison inmates with mental disturbances are a relevant at risk group. Assessment of needs of care first started in the United Kingdom as a method of care planning, results measuring and finance health care. The method involved the development of certain measuring instruments to be used by patients, caregivers and professionals in order to evaluate needs in various domains (clinical and social). Until the nineties, the assessment of needs of care in a prison context focused mainly on the service’s security needs. However, after the Reed (1992) report on mentally disturbed inmates, a much wider approach was considered, which included evaluation of the inmate’s needs of care. However similar mentally disturbed prison inmates’ needs may appear to those of other psychiatric patients, there are some differences in particular domains, namely, co-morbidity of Axis II, substance abuse and the risk of violence. For this reason, inmates’ mental health care needs are high and very often not met. In order to include these specificities, a forensic version of the Camberwell assessment of need (CAN,) designated CAN – Forensic version (CANFOR) was developed. There is now generalized consensus among international institutions of the duty under the equivalent health care principle to provide inmates with preventative health care and treatment, that are equivalent to the care available to the civil population. This investigation aims to characterize and assess the health care provision of prison inmates admitted to Lisbon’s Psychiatric Prison ward - the Psychiatric Ward of São João de Deus Hospital (HPSJD) - and inmates in the Caxias and Tires Prison Establishments (EP) undertaking outpatient treatment. In order to establish a comparison between prison and civilian patients, a convenience sample was selected from civilian patients being treated in a psychiatric ward in the same geographical area. This sample was paired by gender, age group and diagnosis during a three month period. The study was observational, transversal and comparative. The following measuring instruments were used: a purpose-built questionnaire, Brief Psychiatric Rating Scale 4.0, Mini International Neuropsychiatric Interview 5.0.0, Global Assessment Functioning Scale, CAN-R and CANFOR-R. During the research period (12 months), 149 inmates received care, of whom 35 (23.5%) did not comply with the prerequisite criteria of this study. The final sample of inmates (PRs) (n=114) comprised 79 men (69.3%) and 35 (30.7%) women, of whom 77 (67.5%) were convicted prisoners and 37 (32.5%) were in preventive custody. The final sample for Civilian Participants (PCs) was made up of 121 individuals, of whom 76 (62.8%) were men and 45 (37.2%) were women. The most common diagnosis among the PRs was Anti-Social Personality Disorder (57.9%), followed by Major Depression (56.1%). More than half of the subjects in the sample (53.5%) showed three or more diagnostic categories. Approximately one third (30%) of the PRs showed a high level of suicide risk. The probability of this risk was significantly higher among Major Depression patients, those showing a higher level of psychopathology and those with a current conviction. Almost half of the PRs (47.4%) had been given two or more prior convictions and more than half (53.5%) were involved in crimes against people. The probability of multiple convictions was significantly higher among inmates with Anti-Social Personality Disorder and in those with more total needs. With regard to gender, the main significant difference among the PRs was that men were found to have a higher frequency of substance use and a greater number of unsatisfied caring needs than women. Comparison between the PRs prior to detention and PCs revealed that the former held lower educational qualifications and received less psychiatric medication, but had higher levels of employment and showed greater consumption of illicit substances. In addition Anti-Social Personality Disorder (OR=26.4; IC 95%: 10.7-64.9), Post-Stress Traumatic Disturbance (OR=15.0; IC 95%: 3.5-65.4), Substance Dependency/Abuse (OR=8.5; IC 95%: 4.2-17.6), Major Depression (OR=2.6; IC 95%: 1.5-4.4), and High Suicide Risk (OR=2.6; IC 95%: 1.4-5.0) were significantly more frequent amongst PRs than PCs. The results for needs assessment revealed that the PRs showed higher levels of unmet needs and a greater need for professional help in comparison with the PCs. Although various unmet needs may result from the inmate’s condition, other needs - in particular those regarding physical health, personal security and toxic substance use - suggest that the care given to PRs may be inadequate in comparison with that given to PCs. This implies that the principle of equivalent health care for PRs with mental illnesses may not be upheld. Furthermore, the mental morbidity results of the PRs indicated that they suffer predominantly from non-psychotic and high suicide/self inflicted aggression risk associated with depression, caring needs and a prison sentence. They also often showed characteristics that are consistently associated with criminal recidivism (Anti-social Personality, use of toxic substances, prior convictions). This result justifies that there should be special follow-up for this group in the pre- and after release period. The use of CANFOR proved to be simple and the application delay was acceptable. No difficulties were encountered in the understanding of its categories by its users. As a result, itcould contribute towards better planning, supply and assessment of results at an individual level. Given that the PRs and PCs revealed different clinical and needs characteristics, it is recommended that inmates with mental disturbances should be assisted in mental health services that are adequately prepared to address their specificities.

From Strategic Planning to Development Initiatives: a first reflection on the situation of Lisbon and Barcelona

MARQUES, B.P. (2014) From Strategic Planning to Development Initiatives: a first reflection on the situation of Lisbon and Barcelona, in 20th APDR Congress Proceddings, APDR and UÉvora, Évora, pp. 850-857, ISBN 978-989-8780-01-0.

Development of a satellite based PM10 concentration product for urban areas

Dissertação para obtenção do Grau de Doutor em Engenharia do Ambiente

New visualization model for large scale biosignals analysis

Benefits of long-term monitoring have drawn considerable attention in healthcare. Since the acquired data provides an important source of information to clinicians and researchers, the choice for long-term monitoring studies has become frequent. However, long-term monitoring can result in massive datasets, which makes the analysis of the acquired biosignals a challenge. In this case, visualization, which is a key point in signal analysis, presents several limitations and the annotations handling in which some machine learning algorithms depend on, turn out to be a complex task. In order to overcome these problems a novel web-based application for biosignals visualization and annotation in a fast and user friendly way was developed. This was possible through the study and implementation of a visualization model. The main process of this model, the visualization process, comprised the constitution of the domain problem, the abstraction design, the development of a multilevel visualization and the study and choice of the visualization techniques that better communicate the information carried by the data. In a second process, the visual encoding variables were the study target. Finally, the improved interaction exploration techniques were implemented where the annotation handling stands out. Three case studies are presented and discussed and a usability study supports the reliability of the implemented work.

Application of geographic information system and modelling in health impact assessment for urban road mobility in Vietnam

Transport is an essential sector in modern societies. It connects economic sectors and industries. Next to its contribution to economic development and social interconnection, it also causes adverse impacts on the environment and results in health hazards. Transport is a major source of ground air pollution, especially in urban areas, and therefore contributing to the health problems, such as cardiovascular and respiratory diseases, cancer, and physical injuries. This thesis presents the results of a health risk assessment that quantifies the mortality and the diseases associated with particulate matter pollution resulting from urban road transport in Hai Phong City, Vietnam. The focus is on the integration of modelling and GIS approaches in the exposure analysis to increase the accuracy of the assessment and to produce timely and consistent assessment results. The modelling was done to estimate traffic conditions and concentrations of particulate matters based on geo-references data. A simplified health risk assessment was also done for Ha Noi based on monitoring data that allows a comparison of the results between the two cases. The results of the case studies show that health risk assessment based on modelling data can provide a much more detail results and allows assessing health impacts of different mobility development options at micro level. The use of modeling and GIS as a common platform for the integration of different assessments (environmental, health, socio-economic, etc.) provides various strengths, especially in capitalising on the available data stored in different units and forms and allows handling large amount of data. The use of models and GIS in a health risk assessment, from a decision making point of view, can reduce the processing/waiting time while providing a view at different scales: from micro scale (sections of a city) to a macro scale. It also helps visualising the links between air quality and health outcomes which is useful discussing different development options. However, a number of improvements can be made to further advance the integration. An improved integration programme of the data will facilitate the application of integrated models in policy-making. Data on mobility survey, environmental monitoring and measuring must be standardised and legalised. Various traffic models, together with emission and dispersion models, should be tested and more attention should be given to their uncertainty and sensitivity

Measuring social impact: A guideline to implement a tableau de bord

Many impact-seeking organisations cannot measure and demonstrate their social impact because they either lack technical expertise or requisite financial and human resources. This report clarifies the process of social impact measurement to help these organisations engage in social impact measurement practices. It presents a simple guideline to create a measurement approach based on the Tableau de Board. The guideline has been developed through a theoretical revision of best practices in social impact measurement, academic research and the author's individual thoughts and ideas. While a first testing of the approach revealed positive feedback, only future broad-scale testing will demonstrate the approach’s validity and feasibility.

Development of a fundus camera for analysis of photoreceptor directionality in the healthy retina

The Stiles-Crawford effect (SCE) is the well-known phenomenon in which the brightness of light perceived by the human eye depends upon its entrance point in the pupil. This physiological characteristic is due to the directional sensitivity of the cone photoreceptors in the retina and it displays an approximately Gaussian dependency which is altered in a number of pathologies. Retinal imaging, a widely spread clinical practice, may be used to evaluate the SCE and thus serve as diagnostic tool. Nonetheless, its use for such a purpose is still underdeveloped and far from the clinical reality. In this project a fundus camera was built and used to assess the cone photoreceptor directionality by reflective imaging of the retina in healthy individuals. The physical and physiological implications of its development are addressed in detail in the text: the optical properties of the human eye, illumination issues, acquiring a retinal image formed by the eye, among others. A full description of the developmental process that led to the final measuring method and results is also given. The developed setup was successfully used to obtain high quality images of the eye fundus and in particular the parafoveal cone photoreceptors. The SCE was successfully observed and characterized. Even though considerable improvements could be done to the measurement method, the project showed the feasibility of using retinal imaging to evaluate the SCE thus motivating its usage in a clinical environment.