Medication:
Coumadin
Vancomycin
Tacrolimus
Voriconazole
Tobramycin
Methotrexate
Predict INR for patients on Coumadin
Fill in the form and click Predict. Or just click the "Demo" button
Three days ago:
Warfarin Dose:
INR:
One day ago:
Warfarin Dose:
INR:
Latest:
Warfarin Dose:
INR:
Predicted INR:
Predict Vancomycin troughs for patients on IV Vanc
Fill in the form and click Predict. Or just click the "Demo" button
Three days ago:
Total Daily Vancomycin Dose:
Vancomycin trough:
One day ago:
Total Daily Vancomycin Dose:
Vancomycin trough:
Latest:
Total Daily Vancomycin Dose:
Vancomycin trough:
Predicted Vanc Trough:
Predict Tacrolimus levels in patients on Tacrolimus
Fill in the form and click Predict. Or just click the "Demo" button
Three days ago:
AM Tacrolimus Dose:
PM Tacrolimus Dose:
Tacrolimus Level
One day ago:
AM Tacrolimus Dose:
PM Tacrolimus Dose:
Tacrolimus Level
Latest:
AM Tacrolimus Dose:
PM Tacrolimus Dose:
Tacrolimus Level
Predicted Tacrolimus Level:
Predict Voriconazole levels for patients on IV Voriconazole
Fill in the form and click Predict. Or just click the "Demo" button
Three days ago:
Total Daily Voriconazole Dose:
Voriconazole Level:
One day ago:
Total Daily Voriconazole Dose:
Voriconazole Level:
Latest:
Total Daily Voriconazole Dose:
Voriconazole Level:
Predicted Voriconazole Level:
Predict Tobramycin levels for patients on IV Tobramycin
Fill in the form and click Predict. Or just click the "Demo" button
Three days ago:
Total Daily Tobramycin Dose:
Tobramycin Level:
One day ago:
Total Daily Tobramycin Dose:
Tobramycin Level:
Latest:
Total Daily Tobramycin Dose:
Tobramycin Level:
Predicted Tobramycin Level:
Predict Methotrexate levels for patients on oral Methotrexate
Fill in the form and click Predict. Or just click the "Demo" button
Three days ago:
Total Daily Methotrexate Dose:
Methotrexate Level:
One day ago:
Total Daily Methotrexate Dose:
Methotrexate Level:
Latest:
Total Daily Methotrexate Dose:
Methotrexate Level:
Predicted Methotrexate Level:
Change History:
Jan 31, 2021 - Predict multiple drug levels
Allow mljobs to specify criteria for which nodes will be considered
Client-side Javascript to unpack results and control the client GUI
Define the server response message format
Train networks for Warfarin, Vanc, Tac, Vori, Tobra, MTX
New code for generating TDF files
Oct 15, 2020 - Created the first end-to-end prototype
Parse MIMIC files and generate a TDF file
Build the runtime environment to create timelines from TDF files
Build the Job file format and runtime to save/restore neural net state
Train a neural net and save the trained matrices to MLJob file
Generate predictions based on new user inputs
Simple web server CGI, running on a VM on AWS
Client Log