johntiger1 / multimodal_fairness
Code for "Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP"
☆13Updated last year
Alternatives and similar repositories for multimodal_fairness:
Users that are interested in multimodal_fairness are comparing it to the libraries listed below
- ☆24Updated 5 years ago
- MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"☆19Updated 5 years ago
- Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction☆32Updated 5 years ago
- Patient Code & Text Representation Learning☆20Updated last year
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆31Updated 2 years ago
- Code for "Optimizing risk-based breast cancer screening policies with reinforcement learning"☆22Updated 3 years ago
- ☆12Updated 3 years ago
- Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139☆24Updated 2 years ago
- ☆87Updated 7 months ago
- source codes based on PyTorch to analyze EHR☆135Updated last year
- This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…☆118Updated last year
- ☆38Updated 2 years ago
- Source code for a comprehensive analysis of MTL over EHR timeseries data.☆37Updated 2 years ago
- ☆22Updated 3 years ago
- python code for BRLTM model☆13Updated 4 years ago
- ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU☆28Updated 4 years ago
- INSPECT dataset/benchmark paper, accepted by NeurIPS 2023☆28Updated last week
- Repository for the HiRID ICU Benchmark (HiB) project☆53Updated last year
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆16Updated last month
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆92Updated 10 months ago
- This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …☆77Updated last week
- circEWS public code☆68Updated 5 months ago
- Using ML to predict the diagnosis, management, and severity of pediatric appendicitis☆10Updated 2 years ago
- Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.☆18Updated 4 years ago
- ☆39Updated 3 years ago
- The source code of "Early Hospital Mortality Prediction using Vital Signals"☆34Updated 5 years ago
- Code to study the generalisability of benchmark models on non-stationary EHRs.☆14Updated 5 years ago
- Recurrent Attentive and Intensive Modeling of Multimodal Patient Monitoring Data☆17Updated 5 years ago
- ☆36Updated last year
- ☆12Updated 2 years ago