RDoerfel

AMRI

aoc_2022

aoc_2023

bap2a-public

Repository for the paper "Multimodal brain age prediction using machine learning: combining structural MRI and 5-HT2AR PET derived features"

binder

Repository for Jupyter Notebooks to access with binder

BrainAgePredictionResNet

3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).

brainageR

Software for generating a brain-predicted age value, using Gaussian Processes regression, implemented in R

brainhack-git

RDoerfel/bap2a-public

Repository for the paper "Multimodal brain age prediction using machine learning: combining structural MRI and 5-HT2AR PET derived features"

RDoerfel/AMRI

RDoerfel/aoc_2022

RDoerfel/aoc_2023

RDoerfel/BrainAgePredictionResNet

3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).

RDoerfel/brainageR

Software for generating a brain-predicted age value, using Gaussian Processes regression, implemented in R

RDoerfel/brainhack-git

RDoerfel/cookbook

https://rdoerfel.github.io/cookbook/

RDoerfel/deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

RDoerfel/diagnostics-brainachos

RDoerfel/first-pull-request

RDoerfel/first-validation

RDoerfel/fsqc

A set of quality control scripts for FreeSurfer- and FastSurfer-processed structural MRI data

RDoerfel/March-Madness-ML

Machine learned bracketology

RDoerfel/march_madness_2023

Predicting the outcome of NCAA March Madness

RDoerfel/march_madness_2024

RDoerfel/master_thesis_public

This it the code for my master thesis:

RDoerfel/mccqrnn_docker

RDoerfel/mne-cpp

MNE-CPP: A Framework for Electrophysiology

RDoerfel/outreach

talks, posters, educational material, everything we do is free and open

RDoerfel/plain-academic

A truly simple website template for academics

RDoerfel/plotting

High level plotting routines to create publication ready plots with Python, matplotlib and seaborn.

RDoerfel/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

RDoerfel/pubmed-search

Command line application to search Pubmed

RDoerfel/pyment-public

RDoerfel/pyment_wrapper

A Wrapper for pyment

RDoerfel/rdoerfel.github.io

RDoerfel/scikit-learn

scikit-learn: machine learning in Python

RDoerfel/test-lab-website

RDoerfel/writing