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Repository Details

Materials on AI Ethical learning.

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1

Radiomics-Features-Extractor

Hand-crafted radiomics and deep learning-based radiomcis features extraction.
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2

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.
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3

NSCLC_prediction

Radiomics Analysis for Prediction of EGFR Mutations and Ki-67 Proliferation Index in Patients with Non-Small Cell Lung Cancer
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4

BM-GBM

Some accessible radiomics datas were provided in this link.
Python
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5

Ultrasound-Image-Based-Radiomics

Some usable code of ultrasound image-based Radiomics.
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6

Multimodality_MRI_Radiomics_BM

Multimodality MRI-based radiomics for lung cancer brain metastases analysis
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7

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。
5
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8

TV-SAM

Code for TV-SAM, a novel zero-shot segmentation algorithm for multimodal medical images.
5
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9

CT_WTR_COVID19

CT-based wavelet transforming Radiomics for grade assessment of COVID-19 pulmonary lessions
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10

radiomics_survival_analysis

Some codes for survival analysis by using clinical and radiomics features
Jupyter Notebook
5
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11

LVNC_Radiomics

Examples for LVNC Radiomics research. Not the final results.
Jupyter Notebook
4
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12

Classic_CNN_Paper

The important researches for the development of CNN.
4
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13

Preprocessing-Tool

Some preprocessing tools~
Python
4
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14

AI_MedIA_Library

Some code for AI in MedIA.
Python
4
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15

InfoVis-2022

数说俄乌冲突,一个信息可视化设计(第五组)
JavaScript
3
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16

TDA_MedIA_Tumor

Topological data analysis (TDA) in medical image analysis for the intelligent diagnosis and treatment prediction of tumor diseases
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2
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17

EEG-DIF

Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting
1
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