Pinned Repositories
challenge2012
Python code parsing data from PhysioNet Challenge 2012
icu-model-transfer
Evaluating methods to improve model transfer for intensive care unit models
mechanical-power
Study on mechanical power in MIMIC-III and eICU-CRD
mimic-iv-aline-study
Replication of the arterial line study in MIMIC-IV
mortality-prediction
Real time mortality prediction in the MIMIC-III database
peak-detector
Multimodal peak detection using ECG, ABP, PPG or SV
reproducibility-mimic
Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database
sepsis3-mimic
Evaluation of the Sepsis-3 guidelines in MIMIC-III
tree-prediction-tutorial
Tutorial on prediction with medical data using tree based models
alistairewj's Repositories
alistairewj/sepsis3-mimic
Evaluation of the Sepsis-3 guidelines in MIMIC-III
alistairewj/mimic-iv-aline-study
Replication of the arterial line study in MIMIC-IV
alistairewj/tree-prediction-tutorial
Tutorial on prediction with medical data using tree based models
alistairewj/icu-model-transfer
Evaluating methods to improve model transfer for intensive care unit models
alistairewj/bert-deid
deidentify patient notes using pre-trained BERT
alistairewj/pyroc
Calculate area under the ROC and p-values when comparing predictions
alistairewj/cvpr-2021-cxr-tutorial
Tutorial introducing chest x-rays and challenges in building deep learning models with them
alistairewj/mimic-analysis-template
A template for conducting an analysis in the MIMIC clinical databases
alistairewj/NeuroKit.py
A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).
alistairewj/lecture-intro-to-nlp
alistairewj/oasis
Code for calculating the Oxford Acute Severity of Illness Score
alistairewj/process-biases-in-mimic
Evaluating biases in the healthcare process which impact results
alistairewj/alistairewj.github.io
Personal website built using Hugo and based off the hugo-academic theme
alistairewj/got-predictions
Making predictions about season 6 of Game of Thrones
alistairewj/aki-progression-prediction
Predict progression of AKI from stage 1 to stage 3 in hospitalized patients
alistairewj/bert-deid-models
Trained models for use with bert-deid package
alistairewj/cvpr2021tutorial
When Image Analysis Meets Natural Language Processing: A Case Study in Radiology
alistairewj/deduplicate-text-datasets
alistairewj/label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
alistairewj/lbulgarelli.github.io
alistairewj/NegBio
High-performance tool for negation and uncertainty detection in radiology reports
alistairewj/PIC
PIC (Pediatric Intensive Care) database
alistairewj/SEPERA
Code repository for the paper "Development, multi-institutional validation, and algorithmic audit of SEPERA - An artificial intelligence-based Side-specific Extra-Prostatic Extension Risk Assessment tool for patients undergoing radical prostatectomy".
alistairewj/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
alistairewj/12-lead-ecg-classifier
ECG classification using deep learning
alistairewj/b2aiprep
alistairewj/bert_score
BERT score for text generation
alistairewj/bridge2ai-redcap
Bridge2AI Voice | REDCap
alistairewj/glowyr
glowyr.ca website
alistairewj/pyedflib
pyedflib is a python library to read/write EDF+/BDF+ files based on EDFlib.