Smartphone-based optical analysis systems

S Di Nonno, R Ulber - Analyst, 2021 - pubs.rsc.org
During the past few decades, there has been a growing trend towards the use of
smartphone-based analysis systems. This is mainly due to its ubiquity, its increasing …

Emerging point-of-care technologies for anemia detection

R An, Y Huang, Y Man, RW Valentine, E Kucukal… - Lab on a Chip, 2021 - pubs.rsc.org
Anemia, characterized by low blood hemoglobin level, affects about 25% of the world's
population with the heaviest burden borne by women and children. Anemia leads to …

Fastdeepiot: Towards understanding and optimizing neural network execution time on mobile and embedded devices

S Yao, Y Zhao, H Shao, SZ Liu, D Liu, L Su… - Proceedings of the 16th …, 2018 - dl.acm.org
Deep neural networks show great potential as solutions to many sensing application
problems, but their excessive resource demand slows down execution time, pausing a …

[HTML][HTML] Your smartphone could act as a pulse-oximeter and as a single-lead ECG

A Mehmood, A Sarouji, MMU Rahman… - Scientific Reports, 2023 - nature.com
In the post-covid19 era, every new wave of the pandemic causes an increased
concern/interest among the masses to learn more about their state of well-being. Therefore …

Pdvocal: Towards privacy-preserving parkinson's disease detection using non-speech body sounds

H Zhang, C Song, A Wang, C Xu, D Li… - The 25th annual …, 2019 - dl.acm.org
Parkinson's disease (PD) is a chronic neurodegenerative disorder resulting from the
progressive loss of dopaminergic nerve cells. People with PD usually demonstrate deficits in …

Neuralgait: Assessing brain health using your smartphone

H Li, H Chen, C Xu, Z Li, H Zhang, X Qian, D Li… - Proceedings of the …, 2023 - dl.acm.org
Brain health attracts more recent attention as the population ages. Smartphone-based gait
sensing and analysis can help identify the risks of brain diseases in daily life for prevention …

[HTML][HTML] Noninvasive hemoglobin level prediction in a mobile phone environment: State of the art review and recommendations

MK Hasan, MH Aziz, MII Zarif, M Hasan… - JMIR mHealth and …, 2021 - mhealth.jmir.org
Background There is worldwide demand for an affordable hemoglobin measurement
solution, which is a particularly urgent need in developing countries. The smartphone, which …

ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease

X Ouyang, X Shuai, Y Li, L Pan, X Zhang, H Fu… - Proceedings of the 30th …, 2024 - dl.acm.org
Alzheimer's Disease (AD) and related dementia are a growing global health challenge due
to the aging population. In this paper, we present ADMarker, the first end-to-end system that …

[HTML][HTML] Applications of smartphone-based near-infrared (NIR) imaging, measurement, and spectroscopy technologies to point-of-care (POC) diagnostics

W Huang, LUO Shenglin, Y Dong… - Journal of Zhejiang …, 2021 - ncbi.nlm.nih.gov
The role of point-of-care (POC) diagnostics is important in public health. With the support of
smartphones, POC diagnostic technologies can be greatly improved. This opportunity has …

cDeepArch: A compact deep neural network architecture for mobile sensing

K Yang, T Xing, Y Liu, Z Li, X Gong… - … /ACM Transactions on …, 2019 - ieeexplore.ieee.org
Mobile sensing is a promising sensing paradigm in the era of Internet of Things (IoT) that
utilizes mobile device sensors to collect sensory data about sensing targets and further …