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Yuwei Bao 鲍雨薇

Welcome to my personal website!

Student Journalist
I have 30 articles published on McMurry University's War Hawks Herald school newspaper.
Outstanding Graduate
Fun fact - I was on Abilene newspaper when I graduate from McMurry University in Aug,2020.
Max
Max
Isn't Maximum the greatest?
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Ms.HopeJanuary 1, 2020
About 1 min
Machine Learning 101
Definitions Machine Learning 1. Supervised: learn from labeled inputs Regression; Classification; eg. Logistic Regression; ; 2. Unsupervised: learn from unlabeled inputs to discove

Yuwei Bao4/3/2025
Less than 1 minute
Run CNVnator to identify CNV
CNVnator is a tool for CNV discovery and genotyping from depth-of-coverage by mapped reads. Installation Pre-requirements Install ROOT: https://root.cern/install/; Set up ROOT envi

Yuwei Bao4/3/2025
Less than 1 minute
Learn Analysis Data Model (ADaM)
Basics Phases 1. Phase 1: safety; sample size is ~10-20 2. Phase 2: dose finding 3. Phase 3: efficacy Estimand The main goal of the Estimand framework is to formalize a question of

Yuwei Bao4/3/2025
Less than 1 minute
Clinical trials basics
Four phases in clinical trials Phase 1: Purpose: safety and dosage; refine phase 2 design; 20-100 healthy volunteers or patients with disease condition; Approximately 70% of drugs

Yuwei Bao4/3/2025
Less than 1 minute
Clinical trials abbreviation dictionary
SAP: Statistical Analysis Plan CRD: Case Report Data CDISC: Clinical Data Interchange Standards Consortium SDTM: Study Data Tabulation Model ADaM: Analysis Data Model ICEs: Intercu

Yuwei Bao4/3/2025
Less than 1 minute
Bayesian Hierarchical Models
Motivation If we want to address difference of treatment effects among multiple studies, we need to understand two level of differences: 1. Random differences between individual pa

Yuwei Bao4/3/2025
Less than 1 minute
Run CNVkit to identify CNV
It is easy to find a pipeline and call for results. However, how do you confirm the results are valid? One of the good approaches is to reproduce tutorials. Goal This [^tutorial] u

Yuwei Bao7/23/2024
About 2 min
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