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591 Results Found

  • Article
  • Open Access
915 Views
15 Pages

Smartphone-Based 3D Surface Imaging: A New Frontier in Digital Breast Assessment? Smartphone-Based Breast Assessment

  • Nikolas Chrobot,
  • Philipp Unbehaun,
  • Konstantin Frank,
  • Michael Alfertshofer,
  • Wenko Smolka,
  • Tobias Ettl,
  • Alexandra Anker,
  • Lukas Prantl,
  • Vanessa Brébant and
  • Robin Hartmann

3 September 2025

Background: Three-dimensional surface imaging is widely used in breast surgery. Recently, smartphone-based approaches have emerged. This investigation examines whether smartphone-based three-dimensional surface imaging provides clinically acceptable...

  • Article
  • Open Access
591 Views
12 Pages

Symmetry After Breast Reconstruction Surgery: A Comparison of Immediate vs. Delayed-Immediate Breast Reconstruction Using Smartphone-Based 3D Surface Imaging

  • Robin Hartmann,
  • Nikolas Chrobot,
  • Christian Festbaum,
  • Michael Alfertshofer,
  • Katharina Theresa Obermeier,
  • Wenko Smolka,
  • Tobias Ettl,
  • Lukas Prantl and
  • Vanessa Brébant

27 October 2025

Background: Breast reconstruction surgery (BRS) is a vital coping mechanism for patients undergoing mastectomy. Various methods have been introduced, including immediate and delayed-immediate BRS. This study employs a smartphone-based approach for th...

  • Article
  • Open Access
7 Citations
3,342 Views
16 Pages

A simple and reliable dispersive liquid-liquid microextraction (DLLME) coupled with smartphone-based digital images using crude peroxidase extracts from cassia bark (Senna siamea Lam.) was proposed to determine carbaryl residues in Andrographis panic...

  • Article
  • Open Access
15 Citations
4,560 Views
12 Pages

Comparison of RetCam and Smartphone-Based Photography for Retinopathy of Prematurity Screening

  • Jui-Yen Lin,
  • Eugene Yu-Chuan Kang,
  • Alay S. Banker,
  • Kuan-Jen Chen,
  • Yih-Shiou Hwang,
  • Chi-Chun Lai,
  • Jhen-Ling Huang and
  • Wei-Chi Wu

This study aimed to compare the clinical performance between a smartphone-based fundus photography device and a contact imaging device for retinopathy of prematurity (ROP) screening. All patients were first examined with binocular indirect ophthalmos...

  • Review
  • Open Access
22 Citations
6,023 Views
27 Pages

29 September 2021

Introduction: Urbanization has caused dramatic changes in lifestyle, and these rapid transitions have led to an increased risk of noncommunicable diseases, such as type 2 diabetes. In terms of cost-effectiveness, screening for diabetic retinopathy is...

  • Article
  • Open Access
1 Citations
3,449 Views
11 Pages

Use of a Smartphone-Based Device for Fundus Examination in Birds: A Pilot Study

  • Aure-Eline Grillot,
  • Thomas Coutant,
  • Eva Louste,
  • Cécile Le Barzic,
  • Pascal Arné,
  • Guillaume Payen and
  • Minh Huynh

15 September 2022

Ophthalmic examination is essential in the avian triage process in order to apply prompt therapeutic plans and evaluate rehabilitation potential. Fundoscopy is traditionally performed by direct or indirect ophthalmoscopy. Recent technological develop...

  • Communication
  • Open Access
2 Citations
2,433 Views
9 Pages

Smartphone Based Fluorescence Imaging for Online Control of Cattle Fodder Preparation

  • Vasily N. Lednev,
  • Ivan A. Kucherenko,
  • Vladislav A. Levshin,
  • Pavel A. Sdvizhenskii,
  • Mikhail Ya. Grishin,
  • Alexey S. Dorohov and
  • Sergey M. Pershin

A simple and cost-effective technique has been suggested for online monitoring of grist concentration in fodder. The technique is based on fluorescence imaging with grow light lamp excitation and a consumer CMOS camera (DSLR or smartphone) for photo...

  • Article
  • Open Access
4 Citations
5,210 Views
18 Pages

Acoustic Imaging Using the Built-In Sensors of a Smartphone

  • Chenming Li,
  • Junchao Wang,
  • Xinyi Ding and
  • Naiyin Zhang

14 June 2021

Thanks to the rapid development of the semiconductor industry, smartphones have become an indispensable part of our lives with their increasing computational power, 5G connection, multiple integrated sensors, etc. The boundary of the functionalities...

  • Article
  • Open Access
14 Citations
6,808 Views
13 Pages

9 June 2022

Laser speckle contrast imaging (LSCI) is a powerful visualization tool for quantifying blood flow in tissues, providing simplicity of configuration, ease of use, and intuitive results. With recent advancements, smartphone and camera technologies are...

  • Article
  • Open Access
23 Citations
5,797 Views
15 Pages

9 March 2019

Smartphone-based technologies for medical imaging purposes are limited, especially when it involves the measurement of physiological information of the tissues. Herein, a smartphone-based near-infrared (NIR) imaging device was developed to measure ph...

  • Article
  • Open Access
14 Citations
5,557 Views
12 Pages

Open-Source, Adaptable, All-in-One Smartphone-Based System for Quantitative Analysis of Point-of-Care Diagnostics

  • Weronika Schary,
  • Filip Paskali,
  • Simone Rentschler,
  • Christoph Ruppert,
  • Gabriel E. Wagner,
  • Ivo Steinmetz,
  • Hans-Peter Deigner and
  • Matthias Kohl

25 February 2022

Point-of-care (POC) diagnostics, in particular lateral flow assays (LFA), represent a great opportunity for rapid, precise, low-cost and accessible diagnosis of disease. Especially with the ongoing coronavirus disease 2019 (COVID-19) pandemic, rapid...

  • Article
  • Open Access
1 Citations
1,974 Views
9 Pages

New Imaging Method of Mobile Phone-Based Colorimetric Sensor for Iron Quantification

  • Ngan Anh Nguyen,
  • Asher Hendricks,
  • Emily Montoya,
  • Amber Mayers,
  • Diwitha Rajmohan,
  • Aoife Morrin,
  • Margaret McCaul,
  • Nicholas Dunne,
  • Noel O’Connor and
  • Erica Forzani
  • + 2 authors

29 July 2025

Blood iron levels are related to many health conditions, affecting hundreds of millions of individuals worldwide. To aid in the prevention and treatment of iron-related disorders, previous research has developed a low-cost, accurate, point-of-care me...

  • Article
  • Open Access
241 Views
18 Pages

3 February 2026

In recent years, excessive tillering caused by high temperatures during early growth has contributed to rice quality deterioration in warm regions of Japan. Accurate determination of midseason drainage timing is essential but remains difficult due to...

  • Article
  • Open Access
15 Citations
3,284 Views
16 Pages

Smartphone-Based Image Analysis for Rapid Evaluation of Kiwifruit Quality during Cold Storage

  • Hongbo Li,
  • Shuang Lv,
  • Li Feng,
  • Peng Peng,
  • Liangbin Hu,
  • Zhenbin Liu,
  • Subrota Hati,
  • Chitrakar Bimal and
  • Haizhen Mo

15 July 2022

As a vitamin C–rich fruit, choosing the eating time for kiwifruit with the best quality during the shelf period is still a problem for consumers. This paper mainly focuses on the correlation between cold storage time, quality indexes, volatile...

  • Letter
  • Open Access
15 Citations
7,484 Views
11 Pages

14 December 2020

Current smartphones equipped with high-sensitivity and high-resolution sensors in the camera can respond to the needs of low-light imaging, streaming acquisition, targets of various scales, etc. Therefore, a smartphone has great potential as an imagi...

  • Article
  • Open Access
8 Citations
4,412 Views
17 Pages

30 October 2022

Populations of pathogens may increase in fresh produce when subjected to temperature abuse. Smartphone-based infrared (SBIR) cameras are potential alternatives for temperature measurements of fresh produce during postharvest handling and storage. Thi...

  • Article
  • Open Access
3 Citations
1,626 Views
10 Pages

Perfusion in Pedicled Skin Flaps: Initial Insights from Smartphone-Based Thermal Imaging Protocol

  • Lukas S. Fiedler,
  • Burkard M. Lippert,
  • Lukas Adrian and
  • Tobias Meyer

Objective: Successful outcomes in head and neck surgery rely on maintaining perfusion in pedicled skin flaps. Thermal imaging offers a noninvasive means to assess tissue perfusion, potentially aiding in predicting flap viability. This pilot study exp...

  • Review
  • Open Access
1,333 Views
40 Pages

Artificial Intelligence Meets Nail Diagnostics: Emerging Image-Based Sensing Platforms for Non-Invasive Disease Detection

  • Tejrao Panjabrao Marode,
  • Vikas K. Bhangdiya,
  • Shon Nemane,
  • Dhiraj Tulaskar,
  • Vaishnavi M. Sarad,
  • K. Sankar,
  • Sonam Chopade,
  • Ankita Avthankar,
  • Manish Bhaiyya and
  • Madhusudan B. Kulkarni

Artificial intelligence (AI) and machine learning (ML) are transforming medical diagnostics, but human nail, an easily accessible and rich biological substrate, is still not fully exploited in the digital health field. Nail pathologies are easily dia...

  • Article
  • Open Access
6 Citations
4,055 Views
14 Pages

26 November 2018

The ubiquity of sensor-rich smartphones provides opportunities for a low-cost method to track indoor pedestrians. In this situation, pedestrian dead reckoning (PDR) is a widely used technology; however, its cumulative error seriously affects its accu...

  • Feature Paper
  • Article
  • Open Access
9 Citations
2,606 Views
18 Pages

Finding the Least Motion-Blurred Image by Reusing Early Features of Object Detection Network

  • Mantas Tamulionis,
  • Tomyslav Sledevič,
  • Vytautas Abromavičius,
  • Dovilė Kurpytė-Lipnickė,
  • Dalius Navakauskas,
  • Artūras Serackis and
  • Dalius Matuzevičius

17 January 2023

Taking smartphone-made videos for photogrammetry is a convenient approach because of the easy image collection process for the object being reconstructed. However, the video may contain a lot of relatively similar frames. Additionally, frames may be...

  • Article
  • Open Access
735 Views
19 Pages

Indoor Object Measurement Through a Redundancy and Comparison Method

  • Pedro Faria,
  • Tomás Simões,
  • Tiago Marques and
  • Peter D. Finn

4 November 2025

Accurate object detection and measurement within indoor environments—particularly unfurnished or minimalistic spaces—pose unique challenges for conventional computer vision methods. Previous research has been limited to small objects that...

  • Article
  • Open Access
3 Citations
25,361 Views
11 Pages

The Validity of a Smartphone-Based Method for Acquiring 3D Images of the Face

  • Alexandra K. Papadopoulou,
  • Francesca Di Santo,
  • Gregory S. Antonarakis and
  • Luis Huanca Ghislanzoni

24 October 2024

Objectives. To evaluate the accuracy and reproducibility of measurements obtained using the Bellus3D Face Application on a mobile smartphone by comparing them to direct measurements on pre-marked and blank face scans. Materials and Methods. Twenty-fi...

  • Article
  • Open Access
8 Citations
3,000 Views
11 Pages

Sustainable Downscaled Catalytic Colorimetric Determination of Manganese in Freshwater Using Smartphone-Based Monitoring Oxidation of 3,3′,5,5′-Tetramethylbenzidine by Periodate

  • Sutasinee Apichai,
  • Parichart Kummuntakoon,
  • Thanawat Pattananandecha,
  • Jakaphun Julsrigival,
  • Kasirawat Sawangrat,
  • Fumihiko Ogata,
  • Naohito Kawasaki,
  • Kate Grudpan and
  • Chalermpong Saenjum

28 July 2022

A sustainable downscaled procedure using smartphone-based colorimetric determination of manganese (Mn(II)) was developed. This novel Mn(II) determination procedure is proposed using a simple, available microwell-plate platform and a smartphone as a d...

  • Article
  • Open Access
38 Citations
5,608 Views
21 Pages

Coastal video monitoring has proven to be a valuable ground-based technique to investigate ocean processes. Presently, there is a growing need for automatic, technically efficient, and inexpensive solutions for image processing. Moreover, beach and c...

  • Review
  • Open Access
263 Views
29 Pages

4 February 2026

Paper-based analytical devices have emerged as a versatile and cost-effective platform for on-site chemical and biological analysis. The integration of fluorescence detection with smartphone imaging has significantly enhanced the analytical performan...

  • Article
  • Open Access
116 Views
15 Pages

A Rapid Grading Method for Beef Appearance Quality Based on Smartphone Imaging and ImageJ

  • Peng Hu,
  • Pengfei Du,
  • Yanxia Xing,
  • Yiyi Li,
  • Weimin Ma,
  • Weizhen Xu and
  • Weiting Wang

14 February 2026

The grading of beef appearance quality is crucial for standardizing market circulation and promoting the upgrading of the beef cattle industry. China’s current beef quality grading system, which relies primarily on human sensory-based visual as...

  • Article
  • Open Access
1,544 Views
13 Pages

Portable and Rapid Smartphone-Based Colorimetric Assay of Peracetic Acid for Point-of-Use Medical/Pharmaceutical Disinfectant Preparation

  • Suphakorn Katib,
  • Sutasinee Apichai,
  • Jutamas Jiaranaikulwanitch,
  • Busaban Sirithunyalug,
  • Fumihiko Ogata,
  • Naohito Kawasaki,
  • Kate Grudpan and
  • Chalermpong Saenjum

28 June 2025

A simple and rapid smartphone-based colorimetric assay for peracetic acid concentration was developed to facilitate point-of-use disinfectant preparations for infection prevention and control. The colorimetric detection was based on the oxidation of...

  • Article
  • Open Access
19 Citations
4,175 Views
16 Pages

5 November 2020

Smartphone-based optical spectrometers allow the development of a new generation of portable and cost-effective optical sensing solutions that can be easily integrated into sensor networks. However, most commonly the spectral calibration relies on th...

  • Article
  • Open Access
805 Views
24 Pages

4 December 2025

Fabric drape characterization is vital for textile performance and aesthetics, but the conventional Cusick method is labor-intensive and incompatible with digital workflows. This study assesses a smartphone-enabled digital image processing (DIP) meth...

  • Article
  • Open Access
7 Citations
4,278 Views
16 Pages

A Smartphone-Enabled Imaging Device for Chromotropic Acid-Based Measurement of Nitrate in Soil Samples

  • Veerabhadrappa Lavanya,
  • Anshuman Nayak,
  • Partha Deb Roy,
  • Shubhadip Dasgupta,
  • Subhadip Dey,
  • Bin Li,
  • David C. Weindorf and
  • Somsubhra Chakraborty

23 August 2023

In this study, a novel chromotropic acid-based color development method was proposed for quick estimation of soil nitrate (NO3). The method utilized a 3D printed device integrated with the rear-end camera of a smartphone and a stand-alone appl...

  • Article
  • Open Access
2 Citations
3,057 Views
15 Pages

14 August 2023

Modern smartphones have been employed as key elements in point-of-care (POC) devices due to remarkable advances in their form factor, computing, and display performances. Recently, we reported a combination of the smartphone with a handheld endoscope...

  • Article
  • Open Access
1 Citations
2,238 Views
19 Pages

Enhancing Sensitivity of Commercial Gold Nanoparticle-Based Lateral Flow Assays: A Comparative Study of Colorimetric and Photothermal Approaches

  • Jully Blackshare,
  • Hansel A. Mina,
  • Amanda J. Deering,
  • Bartek Rajwa,
  • J. Paul Robinson and
  • Euiwon Bae

8 August 2025

Lateral flow assays (LFAs) are extensively utilized in point-of-care diagnostics due to their affordability, simplicity, and rapid time-to-results. However, their low sensitivity remains a significant limitation, particularly for detecting foodborne...

  • Article
  • Open Access
46 Citations
9,502 Views
14 Pages

A Smartphone-Based Mobility Assistant Using Depth Imaging for Visually Impaired and Blind

  • Aaron Raymond See,
  • Bien Grenier Sasing and
  • Welsey Daniel Advincula

9 March 2022

The means of assisting visually impaired and blind (VIB) people when travelling usually relies on other people. Assistive devices have been developed to assist in blind navigation, but many technologies require users to purchase more devices and they...

  • Article
  • Open Access
1 Citations
1,090 Views
11 Pages

Development of a Smartphone-Linked Immunosensing System for Oxytocin Determination

  • Miku Sarubo,
  • Yoka Suzuki,
  • Yuka Numazaki and
  • Hiroyuki Kudo

18 April 2025

We report an optical immunosensing system for oxytocin (OXT) based on image analysis of color reactions in an enzyme-linked immunosorbent assay (ELISA). We employed a miniaturized optical immunosensing unit that was functionally connected to an LED a...

  • Article
  • Open Access
74 Citations
27,593 Views
8 Pages

Ultraviolet Imaging with Low Cost Smartphone Sensors: Development and Application of a Raspberry Pi-Based UV Camera

  • Thomas C. Wilkes,
  • Andrew J. S. McGonigle,
  • Tom D. Pering,
  • Angus J. Taggart,
  • Benjamin S. White,
  • Robert G. Bryant and
  • Jon R. Willmott

6 October 2016

Here, we report, for what we believe to be the first time, on the modification of a low cost sensor, designed for the smartphone camera market, to develop an ultraviolet (UV) camera system. This was achieved via adaptation of Raspberry Pi cameras, wh...

  • Article
  • Open Access
3 Citations
2,493 Views
18 Pages

SmartVR Pointer: Using Smartphones and Gaze Orientation for Selection and Navigation in Virtual Reality

  • Brianna McDonald,
  • Qingyu Zhang,
  • Aiur Nanzatov,
  • Lourdes Peña-Castillo and
  • Oscar Meruvia-Pastor

10 August 2024

Some of the barriers preventing virtual reality (VR) from being widely adopted are the cost and unfamiliarity of VR systems. Here, we propose that in many cases, the specialized controllers shipped with most VR head-mounted displays can be replaced b...

  • Article
  • Open Access
2 Citations
3,654 Views
17 Pages

The goal of this study is to evaluate the Eye Home Clinic app (ver 1.0), which uses deep learning models to assess the quality of self-captured anterior segment images and detect anterior segment diseases using only the patient’s smartphone. Im...

  • Article
  • Open Access
43 Citations
9,299 Views
13 Pages

AI-Assisted Screening of Oral Potentially Malignant Disorders Using Smartphone-Based Photographic Images

  • Vivek Talwar,
  • Pragya Singh,
  • Nirza Mukhia,
  • Anupama Shetty,
  • Praveen Birur,
  • Karishma M. Desai,
  • Chinnababu Sunkavalli,
  • Konala S. Varma,
  • Ramanathan Sethuraman and
  • P. K. Vinod
  • + 1 author

16 August 2023

The prevalence of oral potentially malignant disorders (OPMDs) and oral cancer is surging in low- and middle-income countries. A lack of resources for population screening in remote locations delays the detection of these lesions in the early stages...

  • Article
  • Open Access
134 Citations
13,866 Views
9 Pages

Smartphone Coupled with a Paper-Based Colorimetric Device for Sensitive and Portable Mercury Ion Sensing

  • M. Lutfi Firdaus,
  • Angga Aprian,
  • Nessi Meileza,
  • Marti Hitsmi,
  • Rina Elvia,
  • Lena Rahmidar and
  • Renat Khaydarov

The rapid development of information and communication technology provides an opportunity for scientists to develop a quantitative analytical method that is built on a mobile gadget as a detector. In this paper, we report a low-cost, simple and porta...

  • Article
  • Open Access
21 Citations
8,149 Views
12 Pages

Novel Fingertip Image-Based Heart Rate Detection Methods for a Smartphone

  • Rifat Zaman,
  • Chae Ho Cho,
  • Konrad Hartmann-Vaccarezza,
  • Tra Nguyen Phan,
  • Gwonchan Yoon and
  • Jo Woon Chong

12 February 2017

We hypothesize that our fingertip image-based heart rate detection methods using smartphone reliably detect the heart rhythm and rate of subjects. We propose fingertip curve line movement-based and fingertip image intensity-based detection methods, w...

  • Article
  • Open Access
38 Citations
11,717 Views
13 Pages

Low-Cost Hyperspectral Imaging with A Smartphone

  • Mary B. Stuart,
  • Andrew J. S. McGonigle,
  • Matthew Davies,
  • Matthew J. Hobbs,
  • Nicholas A. Boone,
  • Leigh R. Stanger,
  • Chengxi Zhu,
  • Tom D. Pering and
  • Jon R. Willmott

Recent advances in smartphone technologies have opened the door to the development of accessible, highly portable sensing tools capable of accurate and reliable data collection in a range of environmental settings. In this article, we introduce a low...

  • Article
  • Open Access
2,045 Views
24 Pages

Machine Learning-Based Smartphone Grip Posture Image Recognition and Classification

  • Dohoon Kwon,
  • Xin Cui,
  • Yejin Lee,
  • Younggeun Choi,
  • Aditya Subramani Murugan,
  • Eunsik Kim and
  • Heecheon You

30 April 2025

Uncomfortable smartphone grip postures resulting from inappropriate user interface design can degrade smartphone usability. This study aims to develop a classification model for smartphone grip postures by detecting the positions of the hand and fing...

  • Article
  • Open Access
13 Citations
6,595 Views
9 Pages

Purpose: To describe optical principles and utility of inexpensive, portable, non-contact digital smartphone-based camera for the acquisition of fundus photographs for the evaluation of retinal disorders. Methods: The digital camera has a high-qualit...

  • Article
  • Open Access
16 Citations
7,501 Views
14 Pages

26 March 2019

The nematode Caenorhabditis elegans (C. elegans) is often used as an alternative animal model due to several advantages such as morphological changes that can be seen directly under a microscope. Limitations of the model include the usage of expensiv...

  • Article
  • Open Access
4 Citations
3,727 Views
16 Pages

15 May 2024

Purpose: Tongue image analysis for disease diagnosis is an ancient, traditional, non-invasive diagnostic technique widely used by traditional medicine practitioners. Deep learning-based multi-label disease detection models have tremendous potential f...

  • Article
  • Open Access
32 Citations
8,710 Views
19 Pages

10 February 2019

The stereo-digital image correlation technique using two synchronized industrial-grade cameras has been extensively used for full-field 3D shape, displacement and deformation measurements. However, its use in resource-limited institutions and field s...

  • Article
  • Open Access
3 Citations
2,906 Views
15 Pages

Advancing Point-of-Care Diagnosis: Digitalizing Combinatorial Biomarker Signals for Lupus Nephritis

  • Jiechang Guo,
  • Aygun Teymur,
  • Chenling Tang,
  • Ramesh Saxena and
  • Tianfu Wu

18 March 2024

To improve the efficiency and patient coverage of the current healthcare system, user-friendly novel homecare devices are urgently needed. In this work, we developed a smartphone-based analyzing and reporting system (SBARS) for biomarker detection in...

  • Article
  • Open Access
7 Citations
2,079 Views
19 Pages

Smartphone-Based Rapid Quantitative Detection Platform with Imprinted Polymer for Pb (II) Detection in Real Samples

  • Flor de Liss Meza López,
  • Christian Jacinto Hernández,
  • Jaime Vega-Chacón,
  • Juan C. Tuesta,
  • Gino Picasso,
  • Sabir Khan,
  • María D. P. T. Sotomayor and
  • Rosario López

28 May 2024

This paper reports the successful development and application of an efficient method for quantifying Pb2+ in aqueous samples using a smartphone-based colorimetric device with an imprinted polymer (IIP). The IIP was synthesized by modifying the previo...

  • Letter
  • Open Access
11 Citations
4,590 Views
12 Pages

Development of a Smartphone-Based Fluorescent Immunochromatographic Assay Strip Reader

  • Qi Zheng,
  • Huihuang Wu,
  • Haiyan Jiang,
  • Jiejie Yang and
  • Yueming Gao

13 August 2020

Fluorescence immunochromatographic assay (FICA) is a rapid immunoassay technique that has the characteristics of high precision and sensitivity. Although image FICA strip readers have the advantages of high portability and easy operation, the use of...

  • Article
  • Open Access
102 Citations
13,345 Views
8 Pages

18 April 2013

This study was conducted to develop a simple, rapid, and accurate lateral flow immunoassay (LFIA) detection method for point-of-care diagnosis. The one-dot LFIA for aflatoxin B1 (AFB1) was based on the modified competitive binding format using compet...

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