The public PESO dataset: prostate H&E whole-side images for epithelium segmentation
Public dataset of prostatectomy whole-slide images for epithelium segmentation, licensed under a BY-NC-SA Creative Commons license.
Tech blog
An overview of my latest posts regarding my research (in computational pathology), deep learning, home automation and (web) development.
Pathologist-level Gleason grading using artificial intelligence (AI) & deep learning
We developed a fully automated deep learning system to grade prostate biopsies using 5759 biopsies from 1243 patients, and showed that this system achieved pathologist-level performance.
My Home Assistant Smart Home setup with hardware list
Continuously updated overview overview of the tech I use in my smart home.
Node-RED based custom full-room wake-up light
Using Node-RED and Home Assistant and would you like to build a custom full room wake-up light? In this post I show my setup and explain how to build a wake-up light using Node-RED.
Simple and efficient data augmentations using the Tensorfow tf.Data and Dataset API
The tf.data API of Tensorflow is a great way to build a pipeline for sending data to the GPU. In this post I give a few examples of augmentations and how to implement them using this API.