Latest Research in Machine Learning

Top Research Topics in Machine Learning

• Non-Invasive Vital Sign Monitoring — 15 papers
• Machine Learning — 3 papers
• Optical Imaging and Spectroscopy Techniques — 2 papers
• Thermoregulation and physiological responses — 2 papers
• Respiratory Support and Mechanisms — 1 papers
• Cardiovascular and Diving-Related Complications — 1 papers
• Photoacoustic and Ultrasonic Imaging — 1 papers
• Frailty in Older Adults — 1 papers
• Healthcare Technology and Patient Monitoring — 1 papers
• Trauma and Emergency Care Studies — 1 papers

Highest-Cited Papers

1. A Doppler ultrasound method to measure vascular responses to walking (1 citations)
2. Interplay between diaphragm thickening, force generation and lung volume change: a physiological study in health and diaphragm weakness
3. OxyLink: A Confidence-Aware Smartphone Photoplethysmography Framework Heart-Rate, Experimental SpO₂ Monitoring, and Temporal Oxygen-Deterioration Assessment
4. OxyLink: A Confidence-Aware Smartphone Photoplethysmography Framework Heart-Rate, Experimental SpO₂ Monitoring, and Temporal Oxygen-Deterioration Assessment
5. Maintained critical flicker fusion frequency after acute hyperbaric hyperoxia at 140 kPa
6. Silicon-photonics optoacoustic sensor for fully wearable blood pressure monitoring
7. Impact of Geriatric Surgery Verification Program Implementation on Vulnerability Assessment Rates: A Multicenter Retrospective Cohort Study
8. Non‐Contact Photoplethysmography for In‐Vehicle Health Monitoring With Seamlessly Integrated Photodetector Array and Hardware‐Accelerated AI
9. Agreement and repeatability of a novel cerebral NIRS device (RheoPatch) compared with NIRO-200NX in healthy volunteers
10. Artificial Intelligence Enabled Diagnostics Using Photoplethysmography (PPG): Beyond SpO2 and Heart Rate
11. Contactless respiratory monitoring from a smartphone using pure tone suprasound
12. FM Synthesis as a Framework for Neonatal Physiological Modeling
13. Age-dependent performance of conventional trauma scores in older trauma patients: A retrospective trauma registry study
14. System Integration and Participant-Level Validation of a Gate-Based Contactless Multimodal System for Railway Pre-Duty Screening
15. A hierarchical reinforcement learning and predictive control framework for automated multi-variable anesthesia
16. SIFPBPNet: A Dual-Path Network for Wearable and Cuffless Blood Pressure Estimation via Individualized Steady-state Representation
17. Calibration-Based Cuffless Blood Pressure Estimation Using a Dilated-Residual Attention U-Net
18. The effect of a telephonic reminder on fasting duration in children undergoing computed tomography scan under sedation in a resource-limited setting – A randomized controlled trial
19. Vascular waveform analysis using Bayesian pulse deconvolution
20. Peripheral harmonic distortion metrics derived from photoplethysmography are associated with left ventricular ejection fraction in a cardiology cohort