XiangBu

Clinical Medicine Ph.D candidate

Pinned Repositories

100-days-of-code
Fork this template for the 100 days journal - to keep yourself accountable (multiple languages available)
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2019_aarhus_critical_data
Tutorials for the 2019 Aarhus Datathon
Language:Jupyter Notebook1 0 00
AgentBind
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AI-for-Medicine
This repository is a summary of "AI for Medicine" lectured by Deeplearning.ai, Coursera. (https://www.coursera.org/specializations/ai-for-medicine)
Language:Jupyter Notebook1 0 00
AI-health-projects
1 1 00
AIMed-workshop
AIMed Asia 2018 workshop
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altair
Declarative statistical visualization library for Python
Language:Python1 0 00
AmsterdamUMCdb
AmsterdamUMCdb - Freely Accessible ICU database
Language:Jupyter Notebook1 0 00
ArterialLineBacteremia
Language:R10
eicu_sofa
8 1 00

XiangBu's Repositories

XiangBu/100-days-of-code
Fork this template for the 100 days journal - to keep yourself accountable (multiple languages available)
1 0 00
XiangBu/ArterialLineBacteremia
Language:R10
XiangBu/awosome-bioinformatics
A curated list of resources for learning bioinformatics.
XiangBu/biostatscancerecon
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XiangBu/CalCAT
California COVID Assessment Tool
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XiangBu/circEWS
circEWS public code
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XiangBu/coursera-ai-for-medicine-specialization
Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai
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XiangBu/DeepExplain
A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also includes support for Shapley Values sampling. (ICLR 2018)
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XiangBu/DeepSurvivalAnalysis
XiangBu/eicu-code
Code and website related to the eICU Collaborative Research Database
XiangBu/eICU-LoS-prediction
This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit.
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XiangBu/eICU_AKIlert
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XiangBu/hypoxemia
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XiangBu/ImmuneSubtypeClassifier
An R package for classification of immune subtypes, in cancer, using gene expression data.
XiangBu/introR
XiangBu/machine-learning-notes
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
XiangBu/mimic-cxr
Code, documentation, and discussion around the MIMIC-CXR database
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XiangBu/mimic-iv
Code and discussion around the MIMIC-IV database
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XiangBu/mimic-iv-aline-study
Replication of the arterial line study in MIMIC-IV
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XiangBu/Optimal_Blood_Pressure_KC
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XiangBu/OUCML
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XiangBu/Patient-Selection-for-Diabetes-Drug-Testing
In this repo, I have build a regression model that can predict the estimated hospitalization time for a patient and also provide an uncertainty estimate range for that prediction so that you can rank the predictions based off of the uncertainty range.
XiangBu/PAVE
Code and Datasets for the paper "An Interpretable Risk Prediction Model for Healthcare with Pattern Attention".
XiangBu/phd_thesis_markdown
Template for writing a PhD thesis in Markdown
XiangBu/PIC
PIC (Pediatric Intensive Care) database
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XiangBu/py_ai_clinician
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XiangBu/Python
All Algorithms implemented in Python
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XiangBu/python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
Language:Jupyter Notebook0 0
XiangBu/sheng-xin-xiao-bai-yu
历史文档备份
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XiangBu/vancomycin-nephrotoxicity
Study in eICU-CRD about vancomycin and associated nephrotoxicity