Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
projects
Pneumonia Detection from Chest X-Rays 2D Images
Exploratoring a chest x-rays dataset and train a model that can predict the presence of pneumonia with human radiologist-level accuracy
Hippocampal Volume Quantification in Alzheimer’s Progression
Measuring the hippocampal volumes using a U-net trained model, integrated into a clinical-grade viewer and automatically measures hippocampal volumes, and generate reports.
Motion Compensated Pulse Rate Estimation
Building a regression model to predict the estimated hospitalization time for a patient in order to help select/filter patients and evaluate model bias and uncertainty
(BEng Thesis) A 6-Minute Walk Test (6MWT) Monitoring and Tracking System for Home-based Rehabilitation
An implementation of a 6MWT monitoring algorithm on an Andoid application that utilize multiple sensors, with a web tracking interface that allows post-test consultation and remote-monitoring using WebRTC technology.
Alzheimer Disease Classification using MRIs and Gene Expression Data
Using MRI and GE features, we classify between AD (macro-)stages
Magnification Specific Breast Histopathology Image Classification Using Machine Learning and Deep Learning
Malignancy classification pipelines using machine and deep learning approaches
Breast Mass Detection and Segmentation Using Multi-scale Morphological Sifting and K-Means Clustering
Multi-scale morphological sifting & K-means for mass detection and segmentation
U-Net Architecture PyTorch Implementation for Medical Image Segmentation
U-Net architecture pipeline using PyTorch for medical image segmentation
Brain Tissue Segmentation using Expectation Maximization and Atlases
Expectation Maximization algorithm using intinsity and position atlas information
COPDgene CT Image Registration
Lung segmentation, pre-processing and image registration on 4DCT dataset
IBSR 2018 Brain Tissue Segmentation
Brain tissue (WM, GM, CSF) segmentation using both multi-atlas and nnUNet
ISIC2019 Skin Lesion Image Classification and Segmentation
An ensemble pipeline using VGG16_BN architecture and attention blocks
(MSc Thesis) MMG-CLIP: Automated Mammography Reporting through Image-to-Text Translation
2D Mammograms to reports with CLIP-based architecture and image-reports datasets