I am a biomedical and biophysics engineering professional with a Master's and Bachelor's degree in the field. I have extensive experience in the healthcare industry, with a focus on medical imaging, software development, and clinical applications.Currently, I work as a Clinical Application Specialist in Connected Care at Philips, where I collaborate with customers to optimize their clinical workflows and utilization of our Connected Care solutions. In this role, I conduct product demonstrations and training sessions for clinicians, IT staff, and other stakeholders to ensure the successful adoption and use of our solutions. I also provide technical support and troubleshooting assistance to customers, both remotely and onsite, to quickly resolve any issues or concerns they may have with our products.Prior to joining Philips, I worked as a research assistant and intern, where I developed and tested machine learning algorithms for medical data analysis, and conducted research on the effectiveness of different visual modalities for neurofeedback training. I also have experience in testing and quality assurance for web applications within the scope of pharmaceutical legislation.Overall, I am a dedicated and detail-oriented professional with a passion for leveraging technology to improve patient outcomes and drive innovation in the healthcare industry.
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Account ManagerPhilipsLisbon, Pt -
Clinical Application Specialist - Connected CarePhilips Jun 2023 - PresentLisbon, Portugal- Collaborating with customers to understand their clinical workflows and provided guidance on utilizing Connected Care solutions.- Conducting product demos, installations, and training sessions for clinicians and IT staff.- Providing technical support and troubleshooting both remotely and onsite.- Developing and delivering educational materials such as presentations, webinars, and training modules.- Collaborating with cross-functional teams to ensure the successful launch and adoption of new solutions.- Contributing to the development and execution of clinical and technical documentation to ensure compliance with regulations and customer needs. -
Clinical Application Specialist Trainee - Connected CarePhilips Jun 2022 - Jul 2023Lisbon, Portugal -
Junior Consultant/EngineerCapgemini Engineering Oct 2021 - May 2022Lisbon, PortugalExecution of acceptance and exploratory tests for INFARMED web applications within the scope of pharmaceutical legislation. Key responsibilities: -Problem identification through an end-to-end execution of test cases -Execution of exploratory tests, in order to find errors that were not initially predicted during the design of the test cases. -Bug report through the Redmine tool and retesting after bug fixing. -Study of the app specifications requirements to provide quality feedback and indicate improvements -
Master Thesis Research InternInstituto Superior Técnico Nov 2020 - Apr 2022Lisbon, PortugalIn my thesis, I compared the effectiveness of screen-based and immersive-virtual reality (VR) modalities on neurofeedback training results. Using data from previous studies on healthy participants, I analyzed the increase in upper alpha (UA) band power measured at the EEG electrode Cz. The participants were divided into two groups: Screen-Based modality group (N=8) and Immersive-VR group (N=4). Through extensive data processing and cleaning protocols, I measured the training effectiveness and learning ability indexes using statistical tests. -
Summer InternPolitecnico Di Milano Jun 2019 - Sep 2019Milan, Lombardy, ItalyAs a summer intern at NEARLAB in 2019, I developed a methodology for synthetic data augmentation using Generative Adversarial Networks to overcome the challenge of collecting medical data sets. By training the network on MRI T1-weighted images and conducting trials on two different data sets of varying sizes, I confirmed that data set size directly affects network performance. Through evaluation plots, I demonstrated the model's efficiency and potential for improving image quality through classic augmentation or adjustments to the model's architecture and hyper-parameters. This project has significant implications for EDEN2020's path planning algorithm, as it provides a cost-effective means of augmenting available training data.
Mariana Almeida Education Details
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Medical Signals And Images Profile -
Bachelor Degree In Biomedical Engineering -
Health Data Science
Frequently Asked Questions about Mariana Almeida
What company does Mariana Almeida work for?
Mariana Almeida works for Philips
What is Mariana Almeida's role at the current company?
Mariana Almeida's current role is Account Manager.
What schools did Mariana Almeida attend?
Mariana Almeida attended Faculdade De Ciências Da Universidade De Lisboa, Faculdade De Ciências Da Universidade De Lisboa, Escola Superior De Tecnologia Da Saúde De Lisboa.
Who are Mariana Almeida's colleagues?
Mariana Almeida's colleagues are Faye H., Anastasia Wolthuizen Krupina, Karl Knapp, Nathan Stippens, Freddy Declerck, Jie Sh Zhang, Yannick Martin.
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