Intelligent holographic imaging flow cytometry for advanced single-cell analysis

Currently, holographic imaging flow cytometry (HIFC) is one of the most powerful label-free and high throughput imaging modality for single-cell analysis. The combination of HIFC with artificial intelligence can unlock unprecedent challenges, thus opening the way to advanced analysis of biological specimens. Here, several studies will be discusses with the focus of improving target cells identification and classification by exploiting a priori clinical information about the samples. In particular, applications regarding the differential diagnosis of anemia, liquid biopsy, cell phenotyping and drug resistance will be described.

Authors

Publication Details

Published
2025-03-19
DOI
https://doi.org/10.1117/12.3044281
Primary Topic
Single-cell and spatial transcriptomics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Intelligent holographic imaging flow cytometry for advanced single-cell analysis

Daniele Pirone, Giusy Giugliano, Lisa Miccio, Marika Valentino et al.
Single-cell and spatial transcriptomics
article

Intelligent holographic imaging flow cytometry for advanced single-cell analysis

Daniele Pirone, Giusy Giugliano, Lisa Miccio, Marika Valentino, Pietro Ferraro, Pasquale Memmolo, Vittorio Bianco, Michela Schiavo, Francesca Borrelli
article en

Abstract

Currently, holographic imaging flow cytometry (HIFC) is one of the most powerful label-free and high throughput imaging modality for single-cell analysis. The combination of HIFC with artificial intelligence can unlock unprecedent challenges, thus opening the way to advanced analysis of biological specimens. Here, several studies will be discusses with the focus of improving target cells identification and classification by exploiting a priori clinical information about the samples. In particular, applications regarding the differential diagnosis of anemia, liquid biopsy, cell phenotyping and drug resistance will be described.

Openalex Percentile: Top 95%
Single-cell and spatial transcriptomics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.