Researcher

Worked as a Researcher at INESC-ID focusing on using machine learning to predict the functional outcome of stroke patients, using both classical ML algorithms for tabular data and deep learning computer vision algorithms for brain MRI image.

Publications:

• Improving the Prediction of Functional Outcome in Ischemic Stroke Patients
• Fully convolutional neural network for 3D stroke lesion segmentation
• Using Machine Learning to Improve the Prediction of Functional Outcome in Ischemic Stroke Patients
• ISLES 2016 and 2017 - Benchmarking Ischemic Stroke Lesion Outcome Prediction Based on Multispectral MRI
• Conditional random fields as recurrent neural networks for 3d medical imaging segmentation