2D material‐based optical biosensor: status and prospect

ZL Lei, B Guo - Advanced Science, 2022 - Wiley Online Library
The combination of 2D materials and optical biosensors has become a hot research topic in
recent years. Graphene, transition metal dichalcogenides, black phosphorus, MXenes, and …

Machine learning in analytical chemistry: From synthesis of nanostructures to their applications in luminescence sensing

M Mousavizadegan, A Firoozbakhtian… - TrAC Trends in …, 2023 - Elsevier
Over the past decade, the wide-scale adoption of artificial intelligence (AI) and machine
learning (ML) has transformed the landscape of scientific research and development, which …

Classification and diagnostic prediction of breast cancer metastasis on clinical data using machine learning algorithms

M Botlagunta, MD Botlagunta, MB Myneni… - Scientific Reports, 2023 - nature.com
Abstract Metastatic Breast Cancer (MBC) is one of the primary causes of cancer-related
deaths in women. Despite several limitations, histopathological information about the …

[HTML][HTML] Applications and techniques for fast machine learning in science

AMC Deiana, N Tran, J Agar, M Blott… - Frontiers in big …, 2022 - frontiersin.org
In this community review report, we discuss applications and techniques for fast machine
learning (ML) in science—the concept of integrating powerful ML methods into the real-time …

Applications of machine learning in routine laboratory medicine: Current state and future directions

N Rabbani, GYE Kim, CJ Suarez, JH Chen - Clinical biochemistry, 2022 - Elsevier
Abstract Machine learning is able to leverage large amounts of data to infer complex
patterns that are otherwise beyond the capabilities of rule-based systems and human …

Recent advances in methods for circulating tumor cell detection

M Vidlarova, A Rehulkova, P Stejskal… - International Journal of …, 2023 - mdpi.com
Circulating tumor cells (CTCs) are released from primary tumors and transported through the
body via blood or lymphatic vessels before settling to form micrometastases under suitable …

Adaptable microfluidic vessel-on-a-chip platform for investigating tumor metastatic transport in bloodstream

Y Wu, Y Zhou, R Paul, X Qin, K Islam, Y Liu - Analytical chemistry, 2022 - ACS Publications
Cancer metastasis counts for 90% of cancer fatalities, and its development process is still a
mystery. The dynamic process of tumor metastatic transport in the blood vessel is not well …

Early dissemination of circulating tumor cells: biological and clinical insights

F Chemi, S Mohan, T Guevara, A Clipson… - Frontiers in …, 2021 - frontiersin.org
Circulating tumor cells (CTCs) play a causal role in the development of metastasis, the major
cause of cancer-associated mortality worldwide. In the past decade, the development of …

Label-free detection and enumeration of rare circulating tumor cells by bright-field image cytometry and multi-frame image correlation analysis

Z Du, Y Li, B Chen, L Wang, Y Hu, X Wang, W Zhang… - Lab on a Chip, 2022 - pubs.rsc.org
Identification and enumeration of circulating tumor cells (CTCs) in peripheral blood are
proved to correlate with the progress of metastatic cancer and can provide valuable …

An introduction to representation learning for single-cell data analysis

I Gunawan, F Vafaee, E Meijering, JG Lock - Cell Reports Methods, 2023 - cell.com
Single-cell-resolved systems biology methods, including omics-and imaging-based
measurement modalities, generate a wealth of high-dimensional data characterizing the …