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Peter Fischer's Projects

attention-gated-networks icon attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

azure-files-samples icon azure-files-samples

This repository contains supporting code (PowerShell modules/scripts, ARM templates, etc.) for deploying, configuring, and using Azure Files.

behave.example icon behave.example

Examples and Tutorials for "behave" to simplify use for new developers.

cefpython icon cefpython

Python bindings for the Chromium Embedded Framework (CEF)

deepdrr icon deepdrr

Code for "DeepDRR: A Catalyst for Machine Learning in Fluoroscopy-guided Procedures". https://arxiv.org/abs/1803.08606

dijkstra3d icon dijkstra3d

Dijkstra's Shortest Path for 6, 18, and 26-Connected 3D (Volumetric) Image Volumes

eazyctrl icon eazyctrl

Library and command line tool for monitoring and controlling Easy Controls KWL (air exchanger) devices via Modbus/TCP

enet-keras icon enet-keras

A keras implementation of ENet (work in progress)

glumpy icon glumpy

Fast, scalable & beautiful scientific visualisation - http://glumpy.github.io

guidedfilter icon guidedfilter

Simple python demos of Guided Image Filtering (Python).

hepaticvesselgeneration icon hepaticvesselgeneration

This repository houses the code for anatomically and physiologically motivated, hepatic vessel generation.

lizard-randla-net icon lizard-randla-net

This work presents an adaptation of the RandLA-Net model for resection zone segmentation in hepatic tumor cases. The approach is developed as part of the LIZARD project, which focuses on advancing liver surgical planning through geometric deep learning.

mhd_utils icon mhd_utils

Reading and writing .mhd files in python, extension from https://sites.google.com/site/pjmedphys/

msgpack-python icon msgpack-python

MessagePack serializer implementation for Python msgpack.org[Python]

nibabel icon nibabel

Python package to access a cacophony of neuro-imaging file formats

opencv icon opencv

Open Source Computer Vision Library

opengm icon opengm

A C++ Library for Discrete Graphical Models

pydicom icon pydicom

Read, modify and write DICOM files with python code

pynrrd icon pynrrd

Simple pure-python module for reading and nrrd files.

pythoncmodule icon pythoncmodule

A simple python module that acts as an interface for C code.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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