Achieve Precision through Feature Selection in Covariance-Based Outlier Detection

Zwilling, Chris ;   Wang, Michelle Yongmei

Tags Biomarkerse-healthMedical and Healthcare Data Communication, Security, Privacy

Achieving the goal of precision medicine requires advanced data analysis technologies. This paper presents a comprehensive feature selection...

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Capturing Behavioral Biomarkers to Guide Personalized Treatment

Skubic, Marjorie ;   Rantz, Marilyn ;   Miller, Steven ;   Musterman, Kathryn

Tags POC Technologies for Home-Based ApplicationsBiomarkersHeart Rate Monitoring

Embedded health assessment using in-home sensors is being tested in TigerPlace, a 54-unit senior housing site that supports aging in place. We...

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Development of Automated High Throughput Microfluidic Single Molecule Detection Platform for Point of Care Applications

Huang, Po-Jung ;   Kameoka, Jun

Tags Lab-on-a-chipPOC DiagnosticsBiomarkers

We have developed the microfluidic single molecule detection platform for the high throughput point-of-care screening applications. This...

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Near-Infrared Fluorescence Imaging on a Mobile Phone Platform: Image Quality Assessment with Targets and 3D-Printed Phantoms

Wang, Bohan ;   Wang, Quanzeng ;   Ghassemi, Pejhman ;   Chen, Yu ;   Pfefer, Joshua

Tags Lab-on-a-chipBiomarkersPOC Diagnostics

Differences in near infrared fluorescence (NIRF) image quality between mobile phone and CCD-based systems were assessed using novel...

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Ovarian Cancer Diagnosis using Micro Biochip

Nunna, Bharath Babu ;   Shiqiang, Zhuang ;   Ivette, Malave ;   Lee, Eon Soo

Tags Lab-on-a-chipBiomarkersPOC Technologies for Slightly Trained Operators

This paper deals with the ovarian cancer diagnosis using the micro bio chip with no external equipment. The micro biochip consists of micro...

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Prediction of Cardiac ICU Length of Stay after Infant Cardiac Surgery Using Exome Sequencing Data

Wu, Po-Yen ;   Phan, John H. ;   Wang, May D.

Tags BiomarkersEvidence-based MedicinePoint-Of-Care (POC) Technologies Clinical Translation

Profound inflammatory response is a common complication after cardiac surgery with cardiopulmonary bypass. It has been shown that...

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Screening Cardiovascular Diseases from Scleral Images using Smart Phones: Preliminary Results

ELhussieny Mohamed, Nada Yehia ;   Fahmy, Ahmed S.

Tags Biomarkerse-healthHealthcare Innovations with POC technologies

In this work, we present preliminary results of a smartphone-based system that uses scleral vasculature features as biomarkers for...

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