Andrew LonginTowards Data ScienceMachine Learning with Datetime Feature Engineering: Predicting Healthcare Appointment No-ShowsLet’s make features from dates and times for our models!10 min read·Feb 2, 2020--4--4
Andrew LonginTowards Data ScienceIs that a warbler? Bird classification with Keras CNN in PythonEver wondered ‘What is that bird?’8 min read·Dec 11, 2019--1--1
Andrew LonginTowards Data ScienceDetecting Heart Arrhythmias with Deep Learning in Keras with Dense, CNN, and LSTMLet’s detect abnormal heart beats from a single ECG signal!9 min read·Nov 26, 2019--10--10
Andrew LonginTowards Data SciencePredicting Hospital Readmission with Deep Learning from Scratch and with KerasLet’s use deep learning to identify patients at risk for readmission!9 min read·Nov 24, 2019----
Andrew LonginTowards Data ScienceBenchmarking Python NLP TokenizersLet’s find the fastest tokenizer for NLP tasks8 min read·Sep 15, 2019--4--4
Andrew LonginTowards Data ScienceUsing Machine Learning to Predict Hospital Readmission for Patients with Diabetes with Scikit-LearnLet’s use machine learning to identify patients with diabetes at risk for readmission!21 min read·Oct 21, 2018--9--9
Andrew LongGetting access to MIMIC III hospital database for data science projectsThis article is outdated. I’d recommend heading over to MIMIC page for latest instructions: https://mimic.mit.edu/docs/gettingstarted/5 min read·Sep 23, 2018--7--7
Andrew LonginTowards Data ScienceUnderstanding Data Science Classification Metrics in Scikit-Learn in PythonIn this tutorial, we will walk through a few of the classifications metrics in Python’s scikit-learn and write our own functions from…10 min read·Aug 5, 2018--7--7
Andrew LonginInsightClinical natural language processing for predicting hospital readmissionPredicting hospital readmission with discharge summaries.17 min read·Jun 14, 2018----
Andrew LonginTowards Data ScienceIntroduction to Clinical Natural Language Processing: Predicting Hospital Readmission with…Doctors have always written clinical notes about their patients — originally, the notes were on paper and were locked away in a cabinet…17 min read·Jun 4, 2018--15--15