Subtype specific artificial intelligence modelling of cardiac amyloidosis using echocardiography and electrocardiography
Jose K James, Surendra Dasari, Jennifer M Amadio, Christopher G Scott, Eli Muchtar, Morie A Gertz, Shaji Kumar, Francis K Buadi, David Dingli, Taxiarchis V Kourelis, Itzhak Z Attia, Francisco Lopez-Jimenez, Omar AbouEzzeddine, Dennis H Murphree, Paul A Friedman, Martha Grogan, Angela Dispenzieri · 2026
Read Subtype specific artificial intelligence modelling of cardiac amyloidosis using echocardiography and electrocardiography by Jose K James, Surendra Dasari, Jennifer M Amadio, Christopher G Scott, Eli Muchtar, Morie A Gertz, Shaji Kumar, Francis K Buadi, David Dingli, Taxiarchis V Kourelis, Itzhak Z Attia, Francisco Lopez-Jimenez, Omar AbouEzzeddine, Dennis H Murphree, Paul A Friedman, Martha Grogan, Angela Dispenzieri (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-13524381.txt.
Description
Jose James and co-authors built AI models for a heart disease in a 2026 study. Cardiac amyloidosis comes from sticky protein clumps that stiffen the heart, and it comes in two main types with distinct care paths. Telling the types apart can take slow tests, so a fast read from common heart tests would help.
The team trained models on heart ultrasound data to call each type, then added AI scores from heart tracings to see the gain. Cases came from more than one site in one health system, with matched healthy controls for contrast. A sound tool could speed the right care to the right patients.
Catalog record
| CREATOR | Jose K James, Surendra Dasari, Jennifer M Amadio, Christopher G Scott, Eli Muchtar, Morie A Gertz, Shaji Kumar, Francis K Buadi, David Dingli, Taxiarchis V Kourelis, Itzhak Z Attia, Francisco Lopez-Jimenez, Omar AbouEzzeddine, Dennis H Murphree, Paul A Friedman, Martha Grogan, Angela Dispenzieri |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 37 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |