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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
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Posts
Connecting the dots: A Practical Guide to Computational Hypergraph Discovery
Published:
This post introduces Computational Hypergraph Discovery (CHD), a novel method for uncovering unknown functional relationships between variables within datasets. We’ll demonstrate the CHD approach with a practical application, the Sachs Gene DataSet. To bridge the gap between the theory from our paper and practice, we provide code snippets that help translate the underlying mathematical principles into actionable steps for data analysis. Read more
portfolio
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publications
Development and Assessment of an Artificial Intelligence-Based Tool for Ptosis Measurement in Adult Myasthenia Gravis Patients Using Selfie Video Clips Recorded on Smartphones
Published in Digital Biomarkers, 2023
My first paper ! This paper describes the work we did at Doc.ai for ShareCare on Myasthenia gravis (MG) with UCB. We devellopped a Deep Learning model based on ResNet50 to predict a key symptom of MG via selfie. This would allow clinical trials to accept more patients as part of a study in order to scale it, as well as follow almost in real time the evolution of a patients symptoms using an app on their phone. Read more
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Computational Hypergraph Discovery, a Gaussian Process framework for connecting the dots
Published in Arxiv, 2023
This post introduces Computational Hypergraph Discovery (CHD), a novel method for uncovering unknown functional relationships between variables within datasets, And represent them using a hypergraph. Read more
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talks
Talk on Computational Hypergraph Discovery
Published:
My talk on Computational Hypergraph discovery! I have given versions of this talk at:
- the One World Seminar Series on the Mathematics of Machine Learning on January 17th, 2024.
- the Differential Equations for Data Science 2024 (DEDS2024) conference on February 19th, 2024.
- the SIAM UQ 2024 conference in Trieste on March 29th, 2024.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
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Read moreTeaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.