Blood clot testing using smartphones




Frequent blood clot testing is critical for millions of people on lifelong anticoagulation with warfarin. Currently, testing is performed in hospital laboratories or with expensive point-of-care devices limiting the ability to test frequently and affordably. We report a proof-of-concept blood clot testing system that uses the vibration motor and camera on smartphones to track micro-mechanical movements of a copper particle. The smartphone system computed the blood clotting parameters (PT/INR) with inter-class correlation coefficients of 0.963 and 0.966, compared to a clinical-grade coagulation analyser for 140 plasma samples and demonstrated similar results for 80 whole blood samples using a single drop of blood (10 μl). When tested with 79 blood samples with coagulopathic conditions, the smartphone system demonstrated a correlation of 0.974 for both PT/INR. Given the ubiquity of smartphones in the global setting, this proof-of-concept technology may provide affordable and effective blood clot testing in low-resource environments.


People

Justin Chan
Kelly Michaelsen
Daniel E. Sabath
Joanne K Estergreen
Shyam Gollakota

Contact: bloodclot@cs.washington.edu


Publications

Micro-mechanical blood clot testing using smartphones [paper]
Justin Chan, Kelly Michaelsen, Joanne K Estergreen, Daniel E. Sabath, Shyamnath Gollakota
Nature Communications

Blog post on Medium


Related work

We have also recently explored using LiDAR on smartphones for understanding liquid properties using laser speckle from a single drop of liquid.

Check the webpage here

Testing a Drop of Liquid Using Smartphone LiDAR [paper]
Justin Chan, Ananditha Raghunath, Kelly Michaelsen, Shyam Gollakota
IMWUT, 2022

Links

Code
UW Networks & Mobile Systems Lab