Medical Prediction Using Neural Networks and Machine Learning
PRELIMINARY DEMONSTRATION VERSION - NOT READY FOR CLINICAL USE
Step 1. Select what you want to predict...
Progression of Chronic Diseases
Hospital Outcomes
Drug Dosing and Levels
Step 2. Enter lab values or else select the "Demo" button for some typical values
Step 3. After you have inputs, click "Predict" button to see the predicted INR for the next day
Predicted INR:
Step 3. After you have inputs, click "Predict" button to see the predicted Vancomycin trough for the next day
Predicted Vanc Trough:
Step 3. After you have inputs, click "Predict" button to see the predicted Tacrolimus level for the next day
Predicted Tacrolimus Level:
Step 3. After you have inputs, click "Predict" button to see the predicted Voriconazole level for the next day
Predicted Voriconazole Level:
Step 3. After you have inputs, click "Predict" button to see the predicted Tobramycin level for the next day
Predicted Tobramycin Level:
Predict Methotrexate levels for patients on oral Methotrexate
Predicted Methotrexate Level:
Confidence:
Predicted Time Interval until CKD3a:
Confidence:
Second Guess:
Confidence:
Third Guess:
Confidence:
Predicted Time Interval until CKD3b:
Confidence:
Second Guess:
Confidence:
Third Guess:
Confidence:
Predicted Time Interval until CKD4:
Confidence:
Second Guess:
Confidence:
Third Guess:
Confidence:
Predicted Time Interval until CKD5:
Confidence:
Second Guess:
Confidence:
Third Guess:
Confidence:
Predicted Time until MELD 10:
Confidence:
Second Guess:
Confidence:
Third Guess:
Confidence:
Predicted Time until MELD 20:
Confidence:
Second Guess:
Confidence:
Third Guess:
Confidence:
Predicted Time until MELD 30:
Confidence:
Second Guess:
Confidence:
Third Guess:
Confidence:
Predicted Time until MELD 40:
Confidence:
Second Guess:
Confidence:
Third Guess:
Confidence:
Step 3. After you have inputs, click "Predict" button to see the expected remaining time until discharge
Predicted Days until Discharge:
Estimated Time Period until Discharge:
Confidence:
Second Guess:
Confidence:
Third Guess:
Confidence:
Estimated Total Length of Stay:
Step 3. After you have inputs, click "Predict" button to see the liklihood of dying in the hospital on this admission
Expected death in hospital:
Confidence:
Estimated Days until Death:
Estimated Time Period until Death:
Confidence:
Second Guess:
Confidence:
Third Guess:
Confidence:
Step 3. After you have inputs, click "Predict" button to see the chance of transferring into the ICU
Transfer to ICU:
Confidence:
Estimated Days Until ICU:
Estimated Time Period until ICU:
Confidence:
Second Guess:
Confidence:
Third Guess:
Confidence:
Step 3. After you have inputs, click "Predict" button to see the chance of dying in the next 12 months
Expected Mortality:
Confidence:
Feedback
This system was written by Dawson Dean, a computer scientist and physician. If you have any feedback, please check any relevant issues from the menu below and click the "Send Feedback Email" button to send me email.