Towards Generalized Bioimpedance Models for Bladder Monitoring: The Role of Waist Circumference and Fat Thickness
H Trask Crane, John A Berkebile, Samer Mabrouk, Nicholas Riccardelli, Omer T Inan, Ye Tian, Emiliano Schena, Panicos Kyriacou, Matiar Howlader · 2025
Read Towards Generalized Bioimpedance Models for Bladder Monitoring: The Role of Waist Circumference and Fat Thickness by H Trask Crane, John A Berkebile, Samer Mabrouk, Nicholas Riccardelli, Omer T Inan, Ye Tian, Emiliano Schena, Panicos Kyriacou, Matiar Howlader (2025) 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-12736868.txt.
Description
Crane and a large team model how body shape affects bladder monitoring by bioimpedance, in work from 2025. A wearable that tracks bladder fullness through skin electrodes must work across waistlines and fat layers, which vary widely. Fifteen virtual anatomies were simulated to see how waist size and fat thickness bend the two key electrical signals.
With simple anatomical scaling as an input, shared models came within ten percent of models tuned per patient, and some layouts beat the tuned ones by cutting error over twenty percent. Skipping per-patient calibration would remove the chore of collecting voided volumes, the authors note, and speed real-world fitting.
Catalog record
| CREATOR | H Trask Crane, John A Berkebile, Samer Mabrouk, Nicholas Riccardelli, Omer T Inan, Ye Tian, Emiliano Schena, Panicos Kyriacou, Matiar Howlader |
|---|---|
| YEAR | 2025 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 51 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |