Our innovative photodetector features Ma-Sh Architecture and FHICL-SH-DeepBiLSTM integration for blooming effect-aware tissue oxygenation detection. On-chip silicon photodetector is an integrated optical sensor fabricated on a silicon chip that detects subtle changes in tissue oxygenation.Existing studies did not consider the blooming effect, causing false readings in cardiac monitoring.
This work presents Ma-Sh Architecture and FHICL-SH-DeepBiLSTM-enabled blooming-effect-aware on-chip silicon photodetector for cardiac arrest prediction.
The LED light passes through the blood vessel. Blooming effect is detected using WSB-FLS and processed via Ma-Sh architecture before energy conversion.
Cross-talk is identified using FFT and mitigated via CDTW. INR absorption is enhanced using PAGC, followed by depth estimation.
From the AC components, a PPG signal is obtained, which is employed for cardiac arrest prediction. In the system, pre-processing, peak detection, feature extraction, and prediction by FHICL-SH-DeepBiLSTM are performed.
Advanced capabilities that set our product apart
Detection and mitigation of blooming effects that cause false readings.
Continuous tissue oxygenation detection with real-time PPG analysis.
Industry-leading 98.6% accuracy via advanced deep learning.
Learn how our silicon photodetector revolutionizes cardiac monitoring.