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13 Results Found

  • Article
  • Open Access
4 Citations
3,257 Views
18 Pages

Nmr-VSM: Non-Touch Motion-Robust Vital Sign Monitoring via UWB Radar Based on Deep Learning

  • Zhonghang Yuan,
  • Shuaibing Lu,
  • Yi He,
  • Xuetao Liu and
  • Juan Fang

24 July 2023

In recent years, biometric radar has gained increasing attention in the field of non-touch vital sign monitoring due to its high accuracy and strong ability to detect fine-grained movements. However, most current research on biometric radar can only...

  • Article
  • Open Access
1,164 Views
27 Pages

16 August 2025

This paper proposes a novel heart rate detection scheme to address key challenges in millimeter-wave radar-based vital sign monitoring, including weak signals, various types of interference, and the demand for high-precision and super-resolution freq...

  • Article
  • Open Access
27 Citations
5,099 Views
19 Pages

29 September 2023

Electronic auscultation is vital for doctors to detect symptoms and signs of cardiovascular diseases (CVDs), significantly impacting human health. Although progress has been made in heart sound classification, most existing methods require precise se...

  • Article
  • Open Access
427 Views
27 Pages

VitalCSI: Contactless Respiratory Rate Estimation Using Consumer-Grade Wi-Fi Channel State Information

  • Tom Michaelis,
  • João Jorge,
  • Nivedita Bijlani and
  • Mauricio Villarroel

29 December 2025

Continuous respiratory rate (RR) monitoring can improve the detection of clinical events, such as pulmonary infections, cardiac arrests, and sleep apnoea. Wi-Fi-based systems offer a low-cost, contactless alternative to radar and video. However, exis...

  • Article
  • Open Access
19 Citations
3,788 Views
32 Pages

MEF: Multidimensional Examination Framework for Prioritization of COVID-19 Severe Patients and Promote Precision Medicine Based on Hybrid Multi-Criteria Decision-Making Approaches

  • Karrar Hameed Abdulkareem,
  • Mohammed Nasser Al-Mhiqani,
  • Ahmed M. Dinar,
  • Mazin Abed Mohammed,
  • Mustafa Jawad Al-Imari,
  • Alaa S. Al-Waisy,
  • Abed Saif Alghawli and
  • Mohammed A. A. Al-Qaness

Effective prioritization plays critical roles in precision medicine. Healthcare decisions are complex, involving trade-offs among numerous frequently contradictory priorities. Considering the numerous difficulties associated with COVID-19, approaches...

  • Article
  • Open Access
12 Citations
4,664 Views
15 Pages

Machine Learning Consensus Clustering Approach for Patients with Lactic Acidosis in Intensive Care Units

  • Pattharawin Pattharanitima,
  • Charat Thongprayoon,
  • Tananchai Petnak,
  • Narat Srivali,
  • Guido Gembillo,
  • Wisit Kaewput,
  • Supavit Chesdachai,
  • Saraschandra Vallabhajosyula,
  • Oisin A. O’Corragain and
  • Wisit Cheungpasitporn
  • + 4 authors

2 November 2021

Background: Lactic acidosis is a heterogeneous condition with multiple underlying causes and associated outcomes. The use of multi-dimensional patient data to subtype lactic acidosis can personalize patient care. Machine learning consensus clustering...

  • Review
  • Open Access
53 Citations
11,083 Views
42 Pages

Sensor Technologies to Manage the Physiological Traits of Chronic Pain: A Review

  • David Naranjo-Hernández,
  • Javier Reina-Tosina and
  • Laura M. Roa

8 January 2020

Non-oncologic chronic pain is a common high-morbidity impairment worldwide and acknowledged as a condition with significant incidence on quality of life. Pain intensity is largely perceived as a subjective experience, what makes challenging its objec...

  • Article
  • Open Access
6 Citations
3,118 Views
22 Pages

Comparison of Health Literacy Assessment Tools among Beijing School-Aged Children

  • Shuaijun Guo,
  • Xiaoming Yu,
  • Elise Davis,
  • Rebecca Armstrong and
  • Lucio Naccarella

28 July 2022

Health literacy is a broad and multidimensional construct, making its measurement and conclusions inconsistent. This study aims to compare the patterning of health literacy using different assessment tools and examine their impact on children’s...

  • Article
  • Open Access
6 Citations
3,277 Views
16 Pages

28 November 2022

Processed electroencephalogram (EEG) has been considered a useful tool for measuring the depth of anesthesia (DOA). However, because of its inability to detect the activities of the brain stem and spinal cord responsible for most of the vital signs,...

  • Article
  • Open Access
856 Views
15 Pages

13 November 2025

Ion channels are protein pores that regulate ionic flow across cell membranes, enabling vital processes such as nerve signaling. They often conduct multiple ionic species simultaneously, leading to complex nonlinear transport phenomena. Because exper...

  • Article
  • Open Access
22 Citations
5,296 Views
26 Pages

Intelligent Bi-LSTM with Architecture Optimization for Heart Disease Prediction in WBAN through Optimal Channel Selection and Feature Selection

  • Muthu Ganesh Veerabaku,
  • Janakiraman Nithiyanantham,
  • Shabana Urooj,
  • Abdul Quadir Md,
  • Arun Kumar Sivaraman and
  • Kong Fah Tee

Wireless Body Area Network (WBAN) is a trending technology of Wireless Sensor Networks (WSN) to enhance the healthcare system. This system is developed to monitor individuals by observing their physical signals to offer physical activity status as a...

  • Article
  • Open Access
1,388 Views
17 Pages

A Framework to Evaluate Feasibility, Safety, and Accuracy of Wireless Sensors in the Neonatal Intensive Care Unit: Oxygen Saturation Monitoring

  • Eva Senechal,
  • Daniel Radeschi,
  • Emily Jeanne,
  • Ana Saveedra Ruiz,
  • Brittany Dulmage,
  • Wissam Shalish,
  • Robert E. Kearney and
  • Guilherme Sant’Anna

10 September 2025

Monitoring vital signs in the Neonatal Intensive Care Unit (NICU) typically relies on wired skin sensors, which can limit mobility, cause skin issues, and interfere with parent–infant bonding. Wireless sensors offer promising alternatives, but...

  • Article
  • Open Access
11 Citations
5,006 Views
28 Pages

Hardware Prototype for Wrist-Worn Simultaneous Monitoring of Environmental, Behavioral, and Physiological Parameters

  • Mostafa Haghi,
  • Saeed Danyali,
  • Kerstin Thurow,
  • Joana M. Warnecke,
  • Ju Wang and
  • Thomas M. Deserno

7 August 2020

We designed a low-cost wrist-worn prototype for simultaneously measuring environmental, behavioral, and physiological domains of influencing factors in healthcare. Our prototype continuously monitors ambient elements (sound level, toxic gases, ultrav...