A5037055962- Non-Invasive Vital Sign Monitoring
- ECG Monitoring and Analysis
- Heart Rate Variability and Autonomic Control
- Hemodynamic Monitoring and Therapy
- Healthcare Technology and Patient Monitoring
- EEG and Brain-Computer Interfaces
- Context-Aware Activity Recognition Systems
- Anomaly Detection Techniques and Applications
- Artificial Intelligence in Healthcare
- Mobile Health and mHealth Applications
- Natural Language Processing Techniques
- Biosensors and Analytical Detection
- Machine Learning in Healthcare
- BIM and Construction Integration
- Phonetics and Phonology Research
- Medical Research and Treatments
- Diverse Approaches in Healthcare and Education Studies
- Digital Imaging for Blood Diseases
- Electronic Health Records Systems
- Digital Mental Health Interventions
- Speech Recognition and Synthesis
- Underground infrastructure and sustainability
- AI in cancer detection
Marquette University
2020-2025
White blood cells (WBCs), also known as leukocytes, are one of the most significant parts immune system. They generate antibodies, protect body from illnesses, and heal wounds. Accurate estimation WBCs is key for diagnosing cancer, infections, leukemia, lymphoma, other diseases. However, widely used Complete Blood Count (CBC) test presents challenges, including prick anxiety, discomfort, logistical inconvenience to patients. This study introduces a ubiquous Cell counting system, UbiWhite,...
This paper describes a cloud-based heart rate (HR) and variability (HRV) monitor, which can monitor an individual's using minimal resources at the user's end. HR HRV does not involve any contact sensors or costly medical equipment, it require high-definition camera to video record face. monitoring system simply requires webcam of personal computer mobile device such as cell phone tablet in order face user. The utilizes while recording encoding segments before transferring them server. All...
Next Step Clinic (NSC) is a neighborhood-based mental clinic in Milwaukee the USA for early identification and intervention of Autism spectrum disorder (ASD) children. NSC's primary goal to serve underserved families that area with children aged 15 months 10 years who have ASD symptoms free cost. Our proposed implemented Electronic Medical Records (NSC: EMR) has been developed NSC. This paper describes NSC: EMR's design specification whole development process workflow control this system EMR...
Heart rate variability (HRV) is a measurement for cardiovascular health condition, and it can be obtained from photo-plethysmography signal by capturing the slight color change in human skin as result of blood volume change. Remote photoplethysmography signals (rPPG) extracted videos faces. Current rPPG postprocessing typicall y selects certain fixed range frequency power spectrum signal. This paper describes method to use noise ratio assist selection adaptive that may contain HRV...
Rehabilitation and disability researchers are increasingly considering utlizing machine learning (ML) algorithms to enhance accessibility for people with disabilities (PwD) as they interact their environments. PwD often experience environmental barriers in the community private buildings due a lack of accessible infrastructure design prior information. Such may inhibit from full participation impede one's overall independence quality life. The availability healthcare services information...
Heart Rate (HR) and Variability (HRV) is an essential measurement to know the heart's cardiovascular condition. Many works have been done for measuring HR-HRV based on facial video non-invasively. In this paper, our previous work experience of by Remote photoplethysmography signals (rPPG) analysis, we built a prediction model from 10-second time series data extracted video. work, used instantaneous public dataset with several models predict HR-HRV, stress levels exclusively dataset. We here...
Accurate and valid health information is crucial for effective medical management. Failure to collect adequate from physical mental examinations can be a barrier Virtual platforms telemedicine. In this paper, we propose the non-invasive "Dream" project prototype monitor record heart rate (HR), rate-variation (HRV) (for health), stress health) using only smart-phone. This mobile application, uses front camera capture video calculate HR-HRV stress. The full encompasses our previous facial...