Mortality Cerebro-vascular risk

Mortality

Estimation of mortality risk during hospital stay after TAVI
















In-hospital mortality risk (%):

Additional information for 1-year risk estimation













1-year mortality risk (%):





Conversions

Calculate body mass index from height and weight




Convert weight in pounds (lb) into kilograms




Calculate height in centimeters from feet and inches





© 2021 Copyright ALVISS.AI v1.8

Cerebro-vascular risk

Estimation of the risk of cerebrovascular event (stroke or transient ischemic attack) related to TAVI


Clinical factors:




CVE probability is (%):


© 2021 Copyright ALVISS.AI v1.8

TAVI Adverse Event Risk Calculator (TAE)

Overview

The TAE calculator was previously hosted at www.deepheart.io and subsequently moved here at AlvissLabs in 2020 to showcase our efforts in the development of predictive medicine algorithms.

The TAVI (transcatheter aortic valve implantation or replacement) Adverse Event Calculator tools are intended to provide an estimation of the risk of occurence of adverse events. Currently are provided calculators for mortality and cerebrovascular event (stroke, transient ischemic event).

Origin of the calculators

The mortality prediction calculator has been developed using a shallow neural network on the French TAVI database (FRANCE-TAVI). A graphical representation of the model is:

mortality risk algorithm

The cerebrovascular event risk calculator has been developed using the random forest algorithm on the Swiss Bern TAVI database.

The provided calculators aim at classifying patients into 2 groups, high risk and low risk. The proposed probability thresholds are 4% for mortality and 3.6% for cerebrovascular event prediction.

Notes about the mortality calculator

>1 APO within 1 year: 1 or more acutepulmonary oedema within the last year. BMI: body mass index. CABG: coronary artery bypass graft. Coronary artery stenosis >50%: refers to untreated lesions before the procedure. Critical state: ventricular tachycardia or cardiac arrest or inotropes or mechanical circulatory support. CVE: cerebro-vascular event including stroke and transient ischemic attack. LVEF: left ventricle ejection fraction. LVOT: left ventricle outflow tract. PAD: peripheral artery disease including carotid and lower limb atherosclerotic disease. PCI: percutaneous coronary intervention. Pulmonary hypertension: according to pulmonary artery pressure; none if below 30 mmHg, moderate if between 30 and 60 mmHg, and severe if over 60 mmHg. Severe mobility reduction: wheelchair dependency or bed-bound.

Conversion tools are provided at the bottom of the mortality calculator page.

For further information regarding the studies which allowed the construction of the calculators:

Terms and conditions of use.

The calculators do not collect personally identifiable information from users.

The calculators provided by this website is providing information and services on the Internet as a benefit and service in furtherance of its nonprofit, educational mission. The user assumes all responsibility for, and holds the calculator author harmless from any claims arising out of its use or misuse of, or inability to use the calculator, whether such claim is based on warranty, contract or tort (including negligence). Under no circumstances, shall the calculator author be liable for any direct, indirect, incidental, special, consequential, exemplary or punitive damages, or lost profits that result from the use or misuse of or inability to use the calculator.

The owner of the website grants the user a limited, nonexclusive, nontransferable, revocable access to utilize and access the service for your noncommercial, personal use according to the terms and conditions provided here. You may not modify, publish, transmit, participate in the transfer or sale of, reproduce, create derivative works from, distribute, perform, display, incorporate into another website, or in any other way exploit the service and/or any of the content, in whole or in part.