JZK00/study_materials

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JZK00/study_materials

JZK00

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存储库，内含一些科研相关的自学教材，涉及计算机、机器学习、物理、数学等领域。

Radiomics-Features-Extractor

Hand-crafted radiomics and deep learning-based radiomcis features extraction.

Radiomics-research-by-using-Python

Radiomics (here mainly means hand-crafted based radiomics) contains data acquire, ROI segmentation, feature extraction, feature selection, machine learning modeling, and stastical analysis.

Jupyter Notebook

NSCLC_prediction

Radiomics Analysis for Prediction of EGFR Mutations and Ki-67 Proliferation Index in Patients with Non-Small Cell Lung Cancer

Jupyter Notebook

BM-GBM

Some accessible radiomics datas were provided in this link.

Ultrasound-Image-Based-Radiomics

Some usable code of ultrasound image-based Radiomics.

Jupyter Notebook

AI_Ethics

Materials on AI Ethical learning.

Multimodality_MRI_Radiomics_BM

Multimodality MRI-based radiomics for lung cancer brain metastases analysis

Jupyter Notebook

TV-SAM

Code for TV-SAM, a novel zero-shot segmentation algorithm for multimodal medical images.

CT_WTR_COVID19

CT-based wavelet transforming Radiomics for grade assessment of COVID-19 pulmonary lessions

Jupyter Notebook

radiomics_survival_analysis

Some codes for survival analysis by using clinical and radiomics features

Jupyter Notebook

LVNC_Radiomics

Examples for LVNC Radiomics research. Not the final results.

Jupyter Notebook

Classic_CNN_Paper

The important researches for the development of CNN.

Preprocessing-Tool

Some preprocessing tools~

AI_MedIA_Library

Some code for AI in MedIA.

InfoVis-2022

数说俄乌冲突，一个信息可视化设计（第五组）

TDA_MedIA_Tumor

Topological data analysis (TDA) in medical image analysis for the intelligent diagnosis and treatment prediction of tumor diseases

Jupyter Notebook

EEG-DIF

Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting

CSLabInfo2022

关于2022年CS保研实验室/导师招生广告的汇总。欢迎想要打广告的小伙伴积极pr，资瓷一下互联网精神吼不吼啊？