ronaldwihaloei
I am a PhD candidate in Healthcare Data Science at National University of Singapore. My research focuses on the application of data science in healthcare.
Singapore
Pinned Repositories
CNN-for-cell-classification
Code for paper titled "Convolutional neural network for cell classification using microscope images of intracellular actin networks", article link: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0213626
CNN-for-drug-response-prediction
Code for paper titled "Convolutional Neural Networks for Cellular Drug Response Prediction Using Immunofluorescence Images of Intracellular Actin Filament Networks", article link: https://ieeexplore.ieee.org/abstract/document/9635241
Cox-vs-ML
Code for paper titled "Progression-free survival prediction in patients with nasopharyngeal carcinoma after intensity-modulated radiotherapy: machine learning versus traditional statistics", article link: https://www.mdpi.com/2075-4426/11/8/787
Holmusk_take_home_challenge
The codes to analyze Homusk's data
MIMIC_Extract
MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
ronaldwihaloei's Repositories
ronaldwihaloei/CNN-for-cell-classification
Code for paper titled "Convolutional neural network for cell classification using microscope images of intracellular actin networks", article link: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0213626
ronaldwihaloei/CNN-for-drug-response-prediction
Code for paper titled "Convolutional Neural Networks for Cellular Drug Response Prediction Using Immunofluorescence Images of Intracellular Actin Filament Networks", article link: https://ieeexplore.ieee.org/abstract/document/9635241
ronaldwihaloei/Cox-vs-ML
Code for paper titled "Progression-free survival prediction in patients with nasopharyngeal carcinoma after intensity-modulated radiotherapy: machine learning versus traditional statistics", article link: https://www.mdpi.com/2075-4426/11/8/787
ronaldwihaloei/Holmusk_take_home_challenge
The codes to analyze Homusk's data
ronaldwihaloei/MIMIC_Extract
MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III