Hybrid AI models allow label-free identification and classification of pancreatic tumor repopulating cell population

S Mohammad, K Amar, F Chowdhury - Biochemical and Biophysical …, 2023 - Elsevier
Human pancreatic cancer cell lines harbor a small population of tumor repopulating cells
(TRCs). Soft 3D fibrin gel allows efficient selection and growth of these tumorigenic TRCs …

ChromEDA: Chromosome classification by ensemble framework based domain adaptation

L Zhang, X Fan, K Lin, R Qi, X Yi… - … Research and Technique, 2024 - Wiley Online Library
The precise identification of chromosomal abnormalities based on microscopy images in
clinics heavily relies on manual analysis by karyotype experts, which is expensive and labor …

Karyotyping of human chromosomes in metaphase images using faster R‐CNN and inception models

S Chavan, L Nair, N Nimbalkar… - International Journal of …, 2024 - Wiley Online Library
Karyotyping is the process of pairing and ordering human chromosomes from metaphase
chromosomal images depending on their size, centromere position, and banding patterns. It …

Enhanced label constrained contrastive learning for chromosome optical microscopic image classification

Y Zhao, G Song, P Wang - Biomedical Signal Processing and Control, 2024 - Elsevier
Karyotyping analysis, an indispensable means of diagnosing genetic diseases in clinical
practice, entails a highly intricate process of chromosome classification. Automatic …

The model architecture search system for chromosome image classification

N Calik - Signal, Image and Video Processing, 2024 - Springer
The classification of chromosome images holds immense significance in the fields of
genetics, clinical diagnostics, and medical research. It plays a pivotal role in the precise …

How scanning probe microscopy can be supported by artificial intelligence and quantum computing?

A Pregowska, A Roszkiewicz, M Osial… - Microscopy Research … - Wiley Online Library
Abstract The impact of Artificial Intelligence (AI) is rapidly expanding, revolutionizing both
science and society. It is applied to practically all areas of life, science, and technology …