Pros and Cons of Intelligent Healthcare
Intelligent healthcare: AI-enabled clinical benefits and centralized data management, workforce relief, and challenges including loss of bedside empathy and data privacy risks.
Intelligent healthcare: AI-enabled clinical benefits and centralized data management, workforce relief, and challenges including loss of bedside empathy and data privacy risks.
Overview of implantable pacemaker design, pacing leads and pulse-generator components, NASPE/BPEG coding, clinical indications, and trends in pacing circuitry and telemetry.
Hardware and deep learning pipeline for ECG classification using STM32/BMD101 data acquisition, wavelet R-wave detection, and Faster R-CNN trained on beat images.
Technical overview of infrared discovery, mechanisms, biological effects, safety, and clinical applications, emphasizing tissue heating, resonance and microcirculation.
SOPC-based electronic blood pressure monitor using inflation-phase oscillometric measurement, Cyclone II FPGA with Nios II for automation and data storage.
Technical overview of design challenges for home medical devices, focusing on size and power trade-offs, IC selection, DSP integration, and low-power MCU strategies.
Prototype infusion monitor using capacitive sensing of drip chamber level; circuit amplifies and compares capacitance-derived voltage to trigger audible alarm at preset threshold.
Technical overview of pacemaker battery specifications and battery testing: capacity, cycle life, internal resistance, and ITS5300 charge-discharge test system
Overview of MATLAB and Simulink workflows for medical device development, biomedical data analysis, and FDA software tool confirmation and validation.
Portable ECG front-end amplifier design: single-supply topology with analog/digital isolation, PCB shielding, ferrite bead isolation, and IIR low-pass/notch filters.
Overview of medical image processing: formation, image reconstruction, enhancement, analysis and management; covers data acquisition challenges and iterative reconstruction trends.
Overview of gene chip technology: hybridization-based principles, chip types (membrane, spotted, in-situ arrays), and applications in gene expression analysis and diagnostics.
Analysis of medical devices sector: long product cycles, high user stickiness, and high entry barriers; implications for manufacturers, clinicians, and market outlook in China.
Technical overview of EMR temperature chart design and implementation: generation, coordinate transforms, pagination, and rendering techniques for clinical record systems.
Analysis of power architectures and IC choices for handheld infrared thermometers, covering battery options and recommended power ICs, regulators, chargers, and precision op amps.
Developed an embedded Linux framebuffer driver for an FDM 3D printing image control system to convert patient CT into accurate orthopedic bone models and surgical guides.
Practical guide for engineers on analog design in medical diagnostic devices, covering op amp selection, process trade?offs, and estimating low?frequency noise.
Bioimpedance pulse measurement using LabVIEW for demodulation, Butterworth filtering, waveform feature extraction and regression analysis to assess cardiovascular conditions.
High-precision oscillometric blood pressure monitor design using a programmable 16-bit sigma-delta A/D converter for direct sampling and pulse extraction and envelope fitting.
Technical overview of the Hexiwear wearable platform: Kinetis K64F MCU, BLE, sensors and sensor-fusion techniques, hardware expansion (MikroBus) and development toolchain.