Bernhard Kainz's repositories
fetalReconstruction
GPU accelerated source code for motion compensation of multi-stack MRI data
ShaderLabFramework
The Shader Lab Framework is a teaching tool to solidify the fundamentals of Computer Graphics with OpenGL 4.0 and GLSL.
Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
SonoNet-weights
Model descriptions and weights for all the variations of the SonoNet for real-time fetal standard scan plane detection.
cnn_depth_tensorflow
depth estimation using tensorflow
ct_lung_segmentation
docker argo fork
draw2d_js.app.brainbox
see here http://freegroup.github.io/draw2d_js.app.brainbox
FastFlowNet
FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation (ICRA 2021)
gpuview
A lightweight web dashboard for monitoring GPU usage
lungmask
Automated lung segmentation in CT
ml-revision
Revision notes for machine learning
MRIMotionCompensation
GPU accelerated approach to compensate motion from multiple stacks of MRI slices.
mt_lecture_slides
These are the lecture slides used at FAU Erlangen-Nuremberg, Germany for the lecture "Medical Engineering". This class gives a complete and comprehensive introduction to the fields of medical imaging systems, as designed for a broad range of applications. The authors of the book first explain the foundations of system theory and image processing, before highlighting several modalities in a dedicated chapter. The initial focus is on modalities that are closely related to traditional camera systems such as endoscopy and microscopy. This is followed by more complex image formation processes: magnetic resonance imaging, X-ray projection imaging, computed tomography, X-ray phase-contrast imaging, nuclear imaging, ultrasound, and optical coherence tomography. Open Access Link to the Text Book: https://link.springer.com/book/10.1007/978-3-319-96520-8#about Link to Video Recordings on YouTube: https://www.youtube.com/watch?v=vvftvjnXzsY&list=PLpOGQvPCDQzsgK1XuhUXO8r9M4WRqhvDf
multinerf
A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF
RATCHET
RAdiological Text Captioning for Human Examined Thoraxes
Raytracer-In-Excel
Raytracer in our favourite spreadsheet application!
temperature_scaling
A simple way to calibrate your neural network.
warp
Workspace Autonomous Reservation Program - a system to help you efficiently manage hybrid (assigned, hot-desks, etc) office space.