JZK00

Zekun Jiang's repositories

Radiomics-Features-Extractor

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

Language:PythonMIT76 2 4

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.

Language:Jupyter NotebookMIT40 20

BM-GBM

Some accessible radiomics datas were provided in this link.

Language:Python12 20

NSCLC_prediction

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

Language:Jupyter NotebookMIT12 20

Ultrasound-Image-Based-Radiomics

Some usable code of ultrasound image-based Radiomics.

Language:Jupyter NotebookMIT10 10

AI_Ethics

Materials on AI Ethical learning.

8 20

Multimodality_MRI_Radiomics_BM

Multimodality MRI-based radiomics for lung cancer brain metastases analysis

Language:Jupyter NotebookMIT7 20

study_materials

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。

MIT6 20

TV-SAM

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

MIT6 10

CT_WTR_COVID19

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

Language:Jupyter NotebookMIT5 10

radiomics_survival_analysis

Some codes for survival analysis by using clinical and radiomics features

Language:Jupyter NotebookMIT5 10

AI_MedIA_Library

Some code for AI in MedIA.

Language:PythonMIT4 10

Classic_CNN_Paper

The important researches for the development of CNN.

MIT4 20

hep-analysis

hep-analysis aims to reproduce the traditional data-analysis workflow in high-energy physics using Python.

Language:Jupyter NotebookGPL-3.04 10

LVNC_Radiomics

Examples for LVNC Radiomics research. Not the final results.

Language:Jupyter NotebookMIT4 10

precision-medicine-toolbox

Precision-medicine-toolbox, new tool for Radiomics and MedIA.

Language:PythonBSD-3-Clause400

Preprocessing-Tool

Some preprocessing tools~

Language:PythonMIT4 10

DeepSurvivalMachines

Deep Survival Machines - Fully Parametric Survival Regression

Language:PythonMIT300

ibsi_phantom_data_sets

Phantom data sets used by the IBSI for benchmarking and standardisation

3 10

InfoVis-2022

数说俄乌冲突，一个信息可视化设计（第五组）

Language:JavaScriptMIT3 1 1

MONAI

AI Toolkit for Healthcare Imaging

Language:PythonApache-2.03 10

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

Language:Jupyter NotebookApache-2.0200

interpretable-ml-book

A book about interpretable machine learning from Christoph Molnar.

Language:Jupyter NotebookNOASSERTION200

PINNacle

Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.

Language:Python200

TDA_MedIA_Tumor

Topological data analysis (TDA) in medical image analysis

Language:Jupyter NotebookMIT2 10

WORC

Workflow for Optimal Radiomics Classification, WORC toolbox.

Language:PythonNOASSERTION200

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？

100

EEG-DIF

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

MIT100

LLMs-Learning

Implementing a ChatGPT-like LLM from scratch, step by step

Language:Jupyter NotebookNOASSERTION100

QIN-PROSTATE-Repeatability-Radiomics

Repeatability of Multiparametric Prostate MRI Radiomics Features

Language:Jupyter NotebookMIT010