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ad-detection-from-3d-brain-mri-data-using-deep-deterministic-convolutional-neural-networks

This repository is related to the thesis paper titled as "ALzheimer's Disease & Dementia Detection From 3D Brain MRI Data Using Deep Convolutional Neural Networks." This thesis paper was accepted and published by IEEE's 3rd INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY ( I2CT), PUNE, INDIA - 6-8 APRIL, 2018.

ad_prediction

Alzheimer's Disease Prediction by using ResNet, AlexNet

addl

Apply deep learning on ADNI MRI for Alzheimer disease diagnostic.

alz-net

A convolutional neural network that can predict Alzheimer from the MRI scans of patients.

alzheimer-s-disease-prediction-using-3d-mri-scans

A project undertaken as hobby project which aims at segmentation of Brain MRI scans

alzheimersresearch

Research on Alzheimer's Disease Classification from MRIs

avatar-net

Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature Decoration

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

brainnetworksinpython

Code to analyses structural covariance brain networks using python.

cnn-interpretability

Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer’s Disease

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-transfer-learning-for-art-classification-problems

Code and Manuscript for the ECCV 4th Workshop on Computer Vision for Art Analysis "Deep Transfer Learning for Art Classification Problems" paper.

dqn-atari-pong

This project explores a deep reinforcement learning technique to train an agent to play atari pong game from OpenAI Gym. OpenAI Gym is a toolkit to develop and compare reinforcement learning algorithms. The learning agent takes raw pixels from the atari emulator and predicts an action that is fed back into the emulator via OpenAI interface. The deep reinforcement learning network used in this project is Deep Q Network (DQN), it took over 10 million episodes to perfectly play and win the game.

dqn_example

earth-map-visualization

git-tutorial

Intermediate level git tutorial

git_20

house-price-estimation-from-visual-and-textual-features

keras-alzheimers-3d-conv

Implementation of a 3D Convolutional Neutral Network in Keras on an Alzheimers Disease MRI Scan Dataset

models

Models and examples built with TensorFlow

petdementiapub

Source code to accompany "A Deep Learning Model to Predict a Diagnosis of Alzheimer’s Disease Using 18F-FDG PET of the Brain"

python-cheatsheet

Comprehensive Python Cheatsheet

ryerson_mrp

Alzheimer's Classification Using Convolutional Neural Networks

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

thinkpython2

LaTeX source and supporting code for Think Python, 2nd edition, by Allen Downey.

tirg

deep learning, image retrieval, vision and language