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AI Frameworks for Medical Device Prediction: Case Studies
Overview of Edge AI in healthcare: remote patient monitoring, digital pathology, and deployment on NVIDIA Jetson platforms for medical imaging and inference.
Microtube Wearable Closed-Loop Diabetes Minisystem
Microtube-based closed-loop system integrating a glucose sensor, electroosmotic micropump and PCB algorithms to automate subcutaneous insulin delivery in diabetic rats.
AI-Driven Wearable Medical Applications
Overview of AI-enabled wearables for healthcare: sensor, signal-conditioning, low-power processing and wireless modules for wearable health monitoring from ADI, onsemi, and Murata.
Brain–Computer Interface Decodes Silent Spelling in Paralyzed Patient
Study of a speech neuroprosthesis that decodes silent spelling from the speech motor cortex using neural decoding to generate sentences from large vocabularies.
Medical Monitoring Systems and Their Components
Summary of medical monitoring systems and framework components, detailing data acquisition, central monitoring, storage, visualization, alarm functions, and remote patient monitoring.
Reading Pulse Oximeter Traces and Waveforms
Technical overview of pulse oximeter traces: interpretation of pulse and SpO2 waveforms, measurement principles, and clinical considerations for monitoring oxygenation.
Can a Pulse Oximeter Measure Heart Rate? Uses and Functions
Overview of pulse oximeter functions: SpO2 measurement, plethysmographic waveform interpretation, pulse/heart rate capability, noninvasive monitoring and clinical uses.
Medical Electronics: Devices and Industry Outlook
Overview of medical electronics: integration of electronics and IT in medical devices, instruments, and health IT, common devices, applications, and industry outlook.
Blood Pressure Monitors and 24-Hour Use
Overview of blood pressure monitor functions and guidance to use and view data from 24-hour blood pressure monitors, including reports and clinical analysis.
Noninvasive Blood Glucose Monitoring Using Microwave Sensing
Technical review of continuous glucose monitoring advancements and challenges, with emphasis on near-infrared techniques for improving accuracy, cost, and clinical adoption.
Principles and Chips in Pulse Oximeters
Analysis of pulse oximeter market surge, who needs home SpO2 monitoring, and device principles and components (LEDs, photodiode, MCU) for developers.
Medical Endoscope System and CMOS Endoscope
Technical overview of medical endoscope systems covering imaging optics, sensors, image processing, light sources and aspheric lens design for miniaturized, high-quality imaging.
Crystal Oscillators in Medical Devices: Common Types and Frequencies
Overview of crystal oscillator roles in medical devices: timing, stability, SMD package sizes and common frequencies, plus applications from diagnostics to wearables.
DIY Air Pressure Therapy Device Guide
Learn to build a DIY air pressure therapy device for better circulation and DVT prevention with this detailed guide.
Flexible Electrodes in BCI: Types and Future
Explore flexible electrodes in BCI, their types, advantages, and future potential for enhanced neural recording and biocompatibility.
Key Areas in Medical Image Processing
Explore key areas in medical image processing, from data acquisition to visualization, and latest trends in healthcare imaging technology.
Medical Image Reading and Preprocessing Methods
Explore methods for reading and preprocessing medical images, crucial for deep learning tasks like segmentation and detection.
Microfluidic Platform for Coagulation Diagnosis
Explore a microfluidic platform for coagulation diagnosis with bubble-sensing tech, offering portability and early detection in healthcare.
Raman Spectroscopy for Glucose Monitoring
Apollon and MIT collaborate on Raman spectroscopy for non-invasive continuous glucose monitoring with wearable tech.
Temperature-Sensitive IV Needle Design
Discover a temperature-sensitive IV needle that softens after insertion, reducing tissue damage and enhancing patient safety.