Vaibhavi Itkyal's Projects
Web development
Classification of Alzheimer's disease using Multimodal Deep Learning
Sample code for the AI Institute in Dynamic Systems June 2023 Workshop.
Biophysically detailed model of CA3 pyramidal neuron
Implementing an algorithm in Tensorflow
A repository to represent structural and function MRI information and also further apply data fusion to optmisze the performance
Segmentation for clinical datasets accessible
We are using the Kay Gallant dateset for decoding the regions in the visual cortex which are responsible for classification of broad categories (like living vs non-living images) and contrast.
Materials (slides, notebooks, Dockerfile) for a one day workshop on the use of Nipype and Arcana for neuroimaging analysis (https://nbviewer.jupyter.org/github/MonashBI/nipype_arcana_workshop/blob/master/program.ipynb)
Pattern recognition and image processing library for Tensorflow
Repo for the 2020 UQ Summer School of AI Hackathon project: "Segmentation of Magnetic Resonance Angiography data"
Pial Vessel Segmentation