TrAC Trends in Analytical Chemistry, Journal Year: 2025, Volume and Issue: unknown, P. 118276 - 118276
Published: April 1, 2025
Language: Английский
TrAC Trends in Analytical Chemistry, Journal Year: 2024, Volume and Issue: 173, P. 117613 - 117613
Published: Feb. 29, 2024
Language: Английский
Citations
23
ACS Sensors, Journal Year: 2024, Volume and Issue: 9(9), P. 4495 - 4519
Published: Aug. 15, 2024
Point-of-Care-Testing (PoCT) has emerged as an essential component of modern healthcare, providing rapid, low-cost, and simple diagnostic options. The integration Machine Learning (ML) into biosensors ushered in a new era innovation the field PoCT. This article investigates numerous uses transformational possibilities ML improving for algorithms, which are capable processing interpreting complicated biological data, have transformed accuracy, sensitivity, speed procedures variety healthcare contexts. review explores multifaceted applications models, including classification regression, displaying how they contribute to capabilities biosensors. roles ML-assisted electrochemical sensors, lab-on-a-chip electrochemiluminescence/chemiluminescence colorimetric wearable sensors diagnosis explained detail. Given increasingly important role PoCT, this study serves valuable reference researchers, clinicians, policymakers interested understanding emerging landscape point-of-care diagnostics.
Language: Английский
Citations
21
Current Opinion in Electrochemistry, Journal Year: 2025, Volume and Issue: unknown, P. 101655 - 101655
Published: Jan. 1, 2025
Language: Английский
Citations
3
Digital Discovery, Journal Year: 2025, Volume and Issue: unknown
Published: Jan. 1, 2025
AI-integrated electrochemical sensors boost peak resolution and sensitivity, enabling precise detection of electroactive species in complex matrices. This method enhances analytical capabilities, providing an analytically robust solution.
Language: Английский
Citations
2
Microchemical Journal, Journal Year: 2025, Volume and Issue: unknown, P. 112931 - 112931
Published: Jan. 1, 2025
Language: Английский
Citations
1
Bioengineering & Translational Medicine, Journal Year: 2025, Volume and Issue: unknown
Published: Feb. 3, 2025
Abstract Cardiovascular diseases (CVDs) continue to drive global mortality rates, underscoring an urgent need for advancements in healthcare solutions. The development of point‐of‐care (POC) devices that provide rapid diagnostic services near patients has garnered substantial attention, especially as traditional systems face challenges such delayed diagnoses, inadequate care, and rising medical costs. advancement machine learning techniques sparked considerable interest research engineering, offering ways enhance accuracy relevance. Improved data interoperability seamless connectivity could enable real‐time, continuous monitoring cardiovascular health. Recent breakthroughs computing power algorithmic design, particularly deep frameworks emulate neural processes, have revolutionized POC CVDs, enabling more frequent detection abnormalities automated, expert‐level diagnosis. However, privacy concerns biases dataset representation hinder clinical integration. Despite these barriers, the translational potential learning‐assisted presents significant opportunities CVDs healthcare.
Language: Английский
Citations
1
Current Opinion in Electrochemistry, Journal Year: 2023, Volume and Issue: 39, P. 101256 - 101256
Published: Feb. 27, 2023
Language: Английский
Citations
18
ACS Sensors, Journal Year: 2023, Volume and Issue: 8(9), P. 3276 - 3293
Published: Aug. 3, 2023
Electrochemical affinity biosensors are evolving at breakneck speed, strengthening and colonizing more niches drawing unimaginable roadmaps that increasingly make them protagonists of our daily lives. They achieve this by combining their intrinsic attributes with those acquired leveraging the significant advances occurred in (nano)materials technology, bio(nano)materials nature-inspired receptors, gene editing amplification technologies, signal detection processing techniques. The aim Perspective is to provide, support recent representative illustrative literature, an updated critical view repertoire opportunities, innovations, applications offered electrochemical fueled key alliances indicated. In addition, imminent challenges these biodevices must face new directions which they envisioned as players discussed.
Language: Английский
Citations
17
Next Nanotechnology, Journal Year: 2023, Volume and Issue: 3-4, P. 100025 - 100025
Published: Sept. 1, 2023
Extended-gate field-effect transistor (EG-FET) chemo- and biosensors are emerging tools for a wide range of biomedical applications. Significant efforts have been made to make them ultrasensitive biomolecules via the development miniaturized sensing transistors, design optimization extended gate layer, exploration multiplexing ability EG-FET configuration, advanced data analysis. Here, we specifically focus on several important aspects related construction current applications sensors. Namely, review materials, fabrication, properties transducer, specificities conditioning electronics, signal At same time, discuss drawbacks these sensors preventing their straightforward commercialization, such as output variation non-linearities response. We also recent key in areas early medical diagnostics, ecology, food chemical industries, others. Finally, briefly future perspectives this class
Language: Английский
Citations
17
Microchemical Journal, Journal Year: 2024, Volume and Issue: 203, P. 110921 - 110921
Published: June 5, 2024
Language: Английский
Citations
8