Medical

Brain stroke detection from CT scans via 3D Convolutional Neural Network
A tutorial on how to train a 3D Convolutional Neural Network (3D CNN) to detect the presence of brain stroke from Computer Tomography (CT) scans.
Giovanni Pecoraro
Apr 21, 2023 Deep Learning, Medical, Python
Brain stroke detection from CT scans via 3D Convolutional Neural Network
DICOM images in Python: An overview
A key step towards the application of Deep Learning to medical images is the understanding of Digital Imaging and Communications in Medicine (DICOM) which represents the standard for the communication and management of medical imaging.
Giovanni Pecoraro
Feb 23, 2023 17 min read Deep Learning, Medical, Python
DICOM images in Python: An overview
Maternal Health Risk Predictor
Fully dockerized MLOps pipeline for maternal health risk prediction presented as final project MLOps Zoomcamp from DataTalks.Club.
Code
Maternal Health Risk Predictor