Contrast Media & Molecular Imaging

Developments in High Content Cellular Imaging Systems for Molecular Devices


Publishing date
01 Dec 2022
Status
Published
Submission deadline
12 Aug 2022

Lead Editor

1National Institute of Technology, Warangal, India

2University of Hull, Hull, UK

3SSN College of Engineering, Chennai, India


Developments in High Content Cellular Imaging Systems for Molecular Devices

Description

The ever-increasing need for high contrast imaging solutions for molecular devices in biomedical systems warrants new technological developments. The modern technological revolution in high-content imaging along with high-content analysis provides attractive features to medical practitioners through operational flexibility and scalability. High content imaging is widely adopted for a variety of samples ranging from living cells to tissue slices including stem cells. Due to the revolution in stem cell therapy, more powerful and elegant tools are desired for cellular and molecular imaging. On the other hand, the imaging systems are to be supported by modern software tools with modularity to handle high content images that are characterized by great molecular data. The living cell images along with software modules for data analytics provide a quantum of cellular assays. These cellular assays increase the device throughput and enable medical personnel to arrive at new medical conclusions.

The advent of novel machine learning tools and algorithms enables the user to analyse a large volume of data and perform data prediction. Thus, the integration of high content imaging systems with machine learning tools will be a key enabler to improve data acquisition in sustainable and high precision molecular devices.

This Special Issue is focused to report the developments in high content imaging systems. The developments both in the hardware and software portions of cellular imaging systems are of interest. Furthermore, the dissemination of research interest in data analytics of high content imaging is also of interest. We welcome original research and review articles.

Potential topics include but are not limited to the following:

  • Automated microscopic systems
  • High content image acquisition systems
  • High content image analysis techniques
  • Resolution enhancement algorithms
  • Statistical tools and data analytics in cellular imaging
  • Cellular assay and 3D matrix creation and assessment
  • Modularity in cellular imaging modes
  • Modern machine learning techniques for cellular data analysis
  • Optimization techniques
  • Prediction algorithms for cellular imaging data

Articles

  • Special Issue
  • - Volume 2023
  • - Article ID 9825825
  • - Retraction

Retracted: The Effects of Rural Residents’ Sleep Quality on the Incidence of Agricultural Injuries: A Meta-Analysis

Contrast Media & Molecular Imaging
  • Special Issue
  • - Volume 2023
  • - Article ID 9756953
  • - Retraction

Retracted: Dynamic Changes and Influencing Factors for the Quality of Life in Nursing Care after Lung Cancer Resection

Contrast Media & Molecular Imaging
  • Special Issue
  • - Volume 2023
  • - Article ID 9879021
  • - Retraction

Retracted: Value of CSF-Cl, CSF-GS, CSF-MALB, and CSF-ADA in Differential Diagnosis of Secondary Hydrocephalus

Contrast Media & Molecular Imaging
  • Special Issue
  • - Volume 2023
  • - Article ID 9893606
  • - Retraction

Retracted: The Oral Tumor Cell Exosome miR-10b Stimulates Cell Invasion and Relocation via AKT Signaling

Contrast Media & Molecular Imaging
  • Special Issue
  • - Volume 2023
  • - Article ID 9852573
  • - Retraction

Retracted: Study on the Mechanism of Action of STAT3 in the Drug Resistance of Gastric Cancer Cells

Contrast Media & Molecular Imaging
  • Special Issue
  • - Volume 2023
  • - Article ID 9806074
  • - Retraction

Retracted: Maintenance and Management Technology of Medical Imaging Equipment Based on Deep Learning

Contrast Media & Molecular Imaging
  • Special Issue
  • - Volume 2023
  • - Article ID 5644727
  • - Research Article

Deep Transfer Learning Technique for Multimodal Disease Classification in Plant Images

V. Balaji | N. K. Anushkannan | ... | Molla Bayih Mulat
  • Special Issue
  • - Volume 2023
  • - Article ID 3923667
  • - Research Article

Noise Estimation and Type Identification in Natural Scene and Medical Images using Deep Learning Approaches

G. Kavitha | Chetana Prakash | ... | Musah Alhassan
  • Special Issue
  • - Volume 2023
  • - Article ID 7492293
  • - Research Article

Evaluation of Inflammatory Infiltration in the Retroperitoneal Space of Acute Pancreatitis Using Computer Tomography and Its Correlation with Clinical Severity

YuLong Xu | ChunJuan Ye | Bing Tan
  • Special Issue
  • - Volume 2023
  • - Article ID 1153034
  • - Research Article

MicroRNA-27a Suppresses the Toxic Action of Mepivacaine on Breast Cancer Cells via Inositol-Requiring Enzyme 1-TNF Receptor-Associated Factor 2

WenHong Fu | XiaoLing Hu | ... | SongTao Liu
Contrast Media & Molecular Imaging
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