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deepdumbo's Projects

ls-net-dynamic-mri icon ls-net-dynamic-mri

This the code repository for paper "Deep Low-rank plus Sparse Network for Dynamic MR Imaging".

lstm icon lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

lstm-oreilly icon lstm-oreilly

How to build a Multilayered LSTM Network to infer Stock Market sentiment from social conversation using TensorFlow.

ltmr icon ltmr

code for TIP 2019 paper: Hyperspectral Image Super-Resolution via Subspace-Based Low Tensor Multi-Rank Regularization

lttr icon lttr

Implemention of paper "“Learning a Low Tensor-train Rank for Hyperspectral Image Super-resolution" (TNNLS 2019)

luna16_multi_size_3dcnn icon luna16_multi_size_3dcnn

An implement of paper "Multi-level Contextual 3D CNNs for False Positive Reduction in Pulmonary Nodule Detection"

lung-analysis icon lung-analysis

Segmentation of faux lung region showcasing imaging filtering, segmentation and the use of Hough transform

m3crnn icon m3crnn

Computational Recurrent Neural Network pipeline for predicting MGMT methylation status from Brain MRI scans of Glioblastoma Multiforme patients. We also provide a visualization platform that can deploy this pipeline online using Python Flask, and can be used to click and load each MRI scan and visualize filter outputs. This platform is configurable for any volumetric biomedical data set, as well as a different CRNN pipeline.

machine-learning-learning-notes icon machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

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