Design and application of rhodamine derivatives in redox biology: a roadmap of the last decade towards artificial intelligence

Moumita Mondal, Riyanka Das, Rajeshwari Pal, Somrita Nag and Priyabrata Banerjee

J. Mater. Chem. A, 2024, 12, 21626
DOI: 10.1039/D4TA02952F

A field-deployable water quality monitoring with machine learning-based smartphone colorimetry

Vakkas Doǧan, Tuǧba Isık, Volkan Kılıç and Nesrin Horzum

Anal. Methods, 2022, 14, 3458
DOI: 10.1039/D2AY00785A

V4O7 microcubes as an alternative to peroxidase/TMB for colorimetric detection of H2O2: Development of glucose sensing method

Negar Alizadeh and Abdollah Salimi

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2025, 330, 125732
DOI: 10.1016/j.saa.2025.125732

Smartphone embedded deep learning approach for highly accurate and automated colorimetric lactate analysis in sweat

Elif Yüzer, Vakkas Doğan, Volkan Kılıç and Mustafa Şen

Sensors and Actuators B: Chemical, 2022, 371, 132489
DOI: 10.1016/j.snb.2022.132489

Unveiling the Potential: Can Machine Learning Cluster Colorimetric Images of Cold Atmospheric Plasma Treatment?

Gizem Dilara Ozdemir, Mehmet Akif Ozdemir, Mustafa Sen and Utku Kürşat Ercan

Advanced Intelligent Systems, 2024, 6
DOI: 10.1002/aisy.202400029

Nanopapers toward Green Photonic and Optical Applications

Amir Reza Sharifi, Tina Naghdi, Hossein Yousefi, Mohammad Ali Kiani and Hamed Golmohammadi

ACS Sustainable Chem. Eng., 2022, 10, 16995
DOI: 10.1021/acssuschemeng.2c04224

Smartphone-assisted microfluidic sensor as an intelligent device for on-site determination of food contaminants: Developments and applications

Eman M. Khalaf, Hijran Sanaan Jabbar, Rosario Mireya Romero-Parra, Ghaidaa Raheem Lateef Al-Awsi, Hendrik Setia Budi, Abdulmalik S. Altamimi, M. Abdulfadhil Gatea, Khaldoon T. Falih, Krishanveer Singh and Khalid A. Alkhuzai

Microchemical Journal, 2023, 190, 108692
DOI: 10.1016/j.microc.2023.108692

Detection of wells in images of deformed 96-wells plates

Emmanuel Rosa Delgado and José O. Sotero Esteva

MRS Advances, 2024, 9, 622
DOI: 10.1557/s43580-023-00754-4

Recent advances in biomarkers detection of various diseases by biosensors derived from optical chromogenic polymeric transducers: A review

Vikrant Sharma, Disha Kapil and Baljit Singh

Process Biochemistry, 2025, 148, 191
DOI: 10.1016/j.procbio.2024.11.023

Recent advances and trends in optical devices and sensors for hydrogen peroxide detection

John J. Galligan, Antje J. Baeumner and Axel Duerkop

TrAC Trends in Analytical Chemistry, 2024, 180, 117948
DOI: 10.1016/j.trac.2024.117948

Machine Learning-Based Quantification of (−)-trans-Δ-Tetrahydrocannabinol from Human Saliva Samples on a Smartphone-Based Paper Microfluidic Platform

Yan Liang, Avory Zhou and Jeong-Yeol Yoon

ACS Omega, 2022, 7, 30064
DOI: 10.1021/acsomega.2c03099

The optimal color space enables advantageous smartphone-based colorimetric sensing

Amauri Horta-Velázquez, Gabriel Ramos-Ortiz and Eden Morales-Narváez

Biosensors and Bioelectronics, 2025, 273, 117089
DOI: 10.1016/j.bios.2024.117089

Colorimetric detection of glucose with smartphone-coupled µPADs: harnessing machine learning algorithms in variable lighting environments

Solaleh Ghateii and Amir Jahanshahi

Sensors and Actuators B: Chemical, 2024, 400, 134835
DOI: 10.1016/j.snb.2023.134835

Smartphone‐Embedded Artificial Intelligence‐Based Regression for Colorimetric Quantification of Multiple Analytes with a Microfluidic Paper‐Based Analytical Device in Synthetic Tears

Meliha Baştürk, Elif Yüzer, Mustafa Şen and Volkan Kılıç

Advanced Intelligent Systems, 2024, 6
DOI: 10.1002/aisy.202400202

Deep Learning-Based Ischemic Stroke Segmentation on Brain Computed Tomography Images

Simge UÇKUN, Mahmut AĞRALI and Volkan KILIÇ

EJOSAT, 2023
DOI: 10.31590/ejosat.1258247

Digitalization of Colorimetric Sensor Technologies for Food Safety

Federico Mazur, Zifei Han, Angie Davina Tjandra and Rona Chandrawati

Advanced Materials, 2024
DOI: 10.1002/adma.202404274

Colorimetric detection of H2O2 with Fe3O4@Chi nanozyme modified µPADs using artificial intelligence

Mustafa Şen, Elif Yüzer, Vakkas Doğan, İpek Avcı, Kenan Ensarioğlu, Ahmet Aykaç, Nusret Kaya, Mustafa Can and Volkan Kılıç

Microchim Acta, 2022, 189
DOI: 10.1007/s00604-022-05474-4

Smartphone-based label on package for monitoring the freshness of meat: a review

Hamide Ehtesabi and Seyedeh Zahra Afkaneh

Food Research International, 2025, 220, 117169
DOI: 10.1016/j.foodres.2025.117169

Beyin Bilgisayarlı Tomografi Görüntülerinde Yapay Zeka Tabanlı Beyin Damar Hastalıkları Tespiti

Ali Fatih KARATAŞ, Vakkas DOĞAN and Volkan KILIÇ

EJOSAT, 2022
DOI: 10.31590/ejosat.1176648

Engineering Strategies for Advancing Optical Signal Outputs in Smartphone‐Enabled Point‐of‐Care Diagnostics

Kexin Fan, Weiran Liu, Yuchen Miao, Zhen Li and Guozhen Liu

Advanced Intelligent Systems, 2023, 5
DOI: 10.1002/aisy.202200285

Recent Advances in Laser Manufacturing: Multifunctional Integrative Sensing Systems for Human Health and Gas Monitoring

Yangyi Huang, Rongliang Yang and Mitch Guijun Li

Adv Funct Materials, 2024, 34
DOI: 10.1002/adfm.202407503

An Economical and Portable Paper-Based Colorimetric Sensor for the Determination of Hydrogen Peroxide-Related Biomarkers

Wei-Yi Zhang, Hao Zhang and Feng-Qing Yang

Chemosensors, 2022, 10, 335
DOI: 10.3390/chemosensors10080335

Colorimetric food spoilage monitoring with carbon dot and UV light reinforced fish gelatin films using a smartphone application

Beyza Kilic, Vakkas Dogan, Volkan Kilic and Leyla Nesrin Kahyaoglu

International Journal of Biological Macromolecules, 2022, 209, 1562
DOI: 10.1016/j.ijbiomac.2022.04.119

Recent progress of smartphone-assisted microfluidic sensors for point of care testing

Gaowa Xing, Jiebing Ai, Naiyu Wang and Qiaosheng Pu

TrAC Trends in Analytical Chemistry, 2022, 157, 116792
DOI: 10.1016/j.trac.2022.116792

The Role of Artificial Intelligence in Advancing Biosensor Technology: Past, Present, and Future Perspectives

Tuğba Akkaş, Mahshid Reshadsedghi, Mustafa Şen, Volkan Kılıç and Nesrin Horzum

Advanced Materials, 2025
DOI: 10.1002/adma.202504796

On-site colorimetric food spoilage monitoring with smartphone embedded machine learning

Vakkas Doğan, Melodi Evliya, Leyla Nesrin Kahyaoglu and Volkan Kılıç

Talanta, 2024, 266, 125021
DOI: 10.1016/j.talanta.2023.125021

Machine learning-assisted image-based optical devices for health monitoring and food safety

Maryam Mousavizadegan, Farzaneh Shalileh, Saba Mostajabodavati, Javad Mohammadi and Morteza Hosseini

TrAC Trends in Analytical Chemistry, 2024, 177, 117794
DOI: 10.1016/j.trac.2024.117794

Next-generation microfluidics based on artificial intelligence: Applications for food sample analysis

Sara Movahedi, Farshad Bahramian, Mahnaz Ahmadi, Niki Pouyanfar, Reyhane Masoudifar, Masoumeh Ghalkhani, Chaudhery Mustansar Hussain, Rüstem Keçili, Saeed Siavashy and Fatemeh Ghorbani-Bidkorpeh

Microchemical Journal, 2025, 212, 113395
DOI: 10.1016/j.microc.2025.113395