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Issac Zhang's Projects

aria icon aria

Retinal vessel analysis software for MATLAB

bi450 icon bi450

Data Acquisition and Signal Processing in Biomedical Applications

bts-dsn icon bts-dsn

BTS-DSN for retinal vessel segmentation

classifyeeg icon classifyeeg

MATLAB functions to perform classification based upon topographic EEG data.

deep-learning-books icon deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为15个章节,近20万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

eeg-classification icon eeg-classification

Classification of eeg signals using knn and svm based upon significant features

eeg_svm_lvq_classifiers icon eeg_svm_lvq_classifiers

This project holds some MATLAB files that can be used for learning more about Neural Networks and Support Vector Machines. These were used to train and classify some EEG data. A real time ADC connected to a signal conditioning circuit was connected via an arduino to MATLAB and there is a GUI here that can be used to train the system for say a square/sine/triangle and then given an unknown waveform it would try and place to which class this waveform belongs to.

etl-cms icon etl-cms

Workproducts to ETL CMS datasets into OMOP Common Data Model

fastmri icon fastmri

A large-scale dataset of both raw MRI measurements and clinical MRI images

gitbook icon gitbook

📝 Modern documentation format and toolchain using Git and Markdown

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