Aug 15, 2021LC/MS data processing and plotting with Python (editing)In this work, I am developing python scripts to process and plot LC/MS data acquired from Agilent 1260 HPLC — G6120B MSD. Here is the figure generated in Python.Data Visualization2 min readData Visualization2 min read
Published in Python in Plain English·Aug 8, 2021NMR Data Processing and Plotting with PythonIn this work, I am plotting 1D NMR spectrum with Python and also extracting the chemical shift information about the highest peak (water peak in this case). This is a proton NMR spectrum of Ibuprofen.Python3 min readPython3 min read
Oct 15, 2020Content-aware image resizing, seam carvingcomputer visionComputer Vision1 min readComputer Vision1 min read
Oct 13, 2020Edge Detection with Sobel filterHere is the original image:Edge Detection1 min readEdge Detection1 min read
Jul 12, 2020[Python for Organic/Medicinal Chemistry] How You Can Play with Molecular Structures of Drugs in Python I. Drawing & Converting File FormatIn this post, I will show you how to convert drug names into molecular structure, save into Excel, read into Python, display the structure, and convert file format. The motivation was really to batch process a large number of organic molecules in a specific way to support drug discovery. In…Drugs5 min readDrugs5 min read
Mar 29, 2020[Statistical Analysis & Healthcare NLP] Predicting ICU Survival Rate within 30 Days Leveraging Natural Language Processing Based Machine Learning PipelinesUdacity Data Scientist Nanodegree Capstone Project, March 2020 Author: Ronghui Zhou, Ph.D. Note This dataset is obtained from MIMIC. All codes are available on GitHub. — — — — — — — — — — — — — — — — — — — — — — — — Acknowledgements MIMIC-III, a…Healthcare14 min readHealthcare14 min read
Dec 23, 2019How You Can Avoid Car Accident in 2020Insights from exploratory data analysis and applying machine learning algorithms to predict accident severity — Part I. Exploratory Data Analysis of Car Accidents in the States of NJ, PA & NY OR DE, FL & CA; Part II. Applying Machine Learning Algorithms to Predict Accident Severity: PA-Montgomery County OR the state of NJ, PA, NY, DE, FL OR CA Motivation: As a nation on wheels…Machine Learning7 min readMachine Learning7 min read
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