Search Tag: radiomics

IMAGING Management

New-scoring-tool-for-radiomics-research-endorsed-by-eusomii

2024 13 Mar

  Radiomics, a technique for extracting quantitative features from medical images, aims to build predictive models for clinical decision-making. However, a gap between research and practice exists due to poor methodology, hindering reproducibility. Researchers set out in a new study to develop a new quality scoring tool, METhodological RadiomICs...Read more

IMAGING Management

Ecr-2024-day-4-radiomics-applications-in-multidetector-computed-tomography

2024 02 Mar

Multidetector computed tomography (MDCT) accompanied by its multiple postprocessing capabilities (maximum intensity projection, multiplanar reconstruction, and volume-rendering technique) provides an alternative non-invasive imaging modality. Radiomics is a rapidly evolving field of research concerned with the extraction of quantitative metrics—the...Read more

IMAGING Management

Novel-imaging-technique-offers-precise-prediction-of-lymph-node-metastasis-in-pancreatic-tumours

2024 07 Feb

  A groundbreaking study has introduced a pioneering method to predict lymph node metastasis (LNM) in patients with non-functional pancreatic neuroendocrine tumours (NF-PanNETs), aiding in tailored treatment strategies and enhancing patient outcomes. Recently published in eClinicalMedicine, the research team from the University of Tsukuba harnessed...Read more

Artificial Intelligence

Novel-imaging-technique-offers-precise-prediction-of-lymph-node-metastasis-in-pancreatic-tumours

2024 07 Feb

  A groundbreaking study has introduced a pioneering method to predict lymph node metastasis (LNM) in patients with non-functional pancreatic neuroendocrine tumours (NF-PanNETs), aiding in tailored treatment strategies and enhancing patient outcomes. Recently published in eClinicalMedicine, the research team from the University of Tsukuba harnessed...Read more

IMAGING Management

The-need-for-reproducible-scoring-systems-to-enhance-radiomics-research-quality

2023 09 Oct

The aim of this recent study was to assess both the intra- and inter-rater reliability of the total radiomics quality score (RQS) and to examine the reproducibility of individual RQS items’ score in a comprehensive multi-reader investigation.   Nine raters with diverse backgrounds were randomly assigned to three groups, each group reflecting...Read more

Health Management

Radiomics-in-cardiovascular-imaging-current-role-and-future-perspectives

2023 28 Feb

Radiomics may lead to personalised management and treatment of cardiovascular diseases, which could impact patients’ prognosis.   Key Points In recent years, multiple radiomics-based tools have been investigated in the field of cardiovascular imaging. Radiomics may predict outcomes of cardiac diseases without the need of...Read more

IMAGING Management

Radiomics-in-cardiovascular-imaging-current-role-and-future-perspectives

2023 28 Feb

Radiomics may lead to personalised management and treatment of cardiovascular diseases, which could impact patients’ prognosis.   Key Points In recent years, multiple radiomics-based tools have been investigated in the field of cardiovascular imaging. Radiomics may predict outcomes of cardiac diseases without the need of...Read more

Executive Health Management

Radiomics-in-cardiovascular-imaging-current-role-and-future-perspectives

2023 28 Feb

Radiomics may lead to personalised management and treatment of cardiovascular diseases, which could impact patients’ prognosis.   Key Points In recent years, multiple radiomics-based tools have been investigated in the field of cardiovascular imaging. Radiomics may predict outcomes of cardiac diseases without the need of...Read more

Cardiology Management

Radiomics-in-cardiovascular-imaging-current-role-and-future-perspectives

2023 28 Feb

Radiomics may lead to personalised management and treatment of cardiovascular diseases, which could impact patients’ prognosis.   Key Points In recent years, multiple radiomics-based tools have been investigated in the field of cardiovascular imaging. Radiomics may predict outcomes of cardiac diseases without the need of...Read more

Health Management

Artificial-intelligence-and-radiomics-at-the-university-of-florence

2022 08 Jul

This paper provides an overview of current research at the Department of Radiology  of the University of Florence. It concerns radiomics along with Artificial Intelligence   (AI) applied to various medical fields. The need for personalised medicine and the transition from qualitative to quantitative imaging are at the heart of the projects...Read more

Executive Health Management

Radiomics-recent-trends-and-assessing-research-quality

2021 26 Nov

Dr Renato Cuocolo, radiologist and research fellow at the University of Naples ‘Federico II’, recently spoke at the 2021 European Society of Medical Imaging Informatics (EuSoMII) Annual Meeting about the challenges in assessing research quality in radiomics. Given radiomics’ transformative potential for medical imaging, HealthManagement.org met...Read more

Health Management

Volume-20-issue-10-2020

2020 30 Nov

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Health Management

Radiomics-in-the-imaging-of-brain-gliomas-current-role-and-future-perspectives

2020 30 Nov

Machine learning and radiomics may lead to personalised management and treatment of glioma patients, hopefully improving quality of life and survival. Key Points  In the past few years, multiple radiomics-based tools have been introduced in the field of neuro-oncology and in particular for imaging of brain gliomas. Radiogenomics...Read more

Executive Health Management

Bright-ideas-1

2020 09 Mar

HealthManagement.org rounds up exciting developments that have all the marks of healthcare game changers. What do you think? Advancements in Cardiac Imaging Conventional imaging still remains important for the assessment of cardiac structure and function. However, advanced echocardiography with strain imaging techniques, tissue characterisation...Read more

Executive Health Management

Radiomics-and-imaging-the-need-for-standardisation

2020 09 Mar

Summary: Radiomics holds great promise for personalised imaging but without a set of standards for all modalities, the data extraction method will falter. A leading proponent of standardisation for MRI radiomics speaks to HealthManagement.org about the opportunities and pitfalls ahead. Why is it important that standardisation...Read more

IMAGING Management

Mri-and-radiomics-predict-10-year-breast-cancer-recurrence

2020 22 Jan

Breast cancer is complex for clinicians to diagnose owing to how greatly cells within one tumour can vary. This complexity and challenge is highlighted by the fact that a biopsy only targets a sample of cells.   You might also like: Radiomics Model Betters Radiologistsin Lesions Categorisation A new study from Penn Medicine addresses...Read more

IMAGING Management

Radiomics-helps-in-heart-attack-or-myocarditis-verification

2020 16 Jan

New findings show that radiomics and machine learning (ML) can be combined to help ascertain if late gadolinium enhancement (LGE) on cardiac MR images indicated myocardial infarction (MI) or myocarditis.   You might also like: Machine Learning Improves Breast Cancer Screening and Diagnosis   A study published in Radiology: Cardiothoracic...Read more

Executive Health Management

Future-of-ultrasound-where-are-we-going

2019 22 Feb

CEUS for children, ultrasound simulation and gamification models for training and education, EFSUMB initiatives.   Prof. Sidhu, EFSUMB president, talks to Healthmanagement.org about his ECR 2019 presentations: using ultrasound simulation models as tools for training and education, the greatest potential in combining ultrasound with contrast-enhanced...Read more

Executive Health Management

The-ai-powered-radiologist

2019 22 Feb

Imaging acquisition advances & big data envision a bright future for diagnostic imaging, which should continue to be led by the AI-powered radiologist.   Technical advances in imaging acquisition and big data envision a bright future for diagnostic imaging. Radiologists working as data scientists can play a central role in precision medicine,...Read more

Executive Health Management

Ai-applications-in-breast-imaging

2019 22 Feb

Review of some state-of-the-art applications of artificial intelligence on mammography and MRI.   Computer aided imaging is not novel, having been around for 50 years. Developments have boosted the accuracy of computer-based analysis and breast imaging is at the forefront, as large databases are available, and radiologists tasks on images are...Read more

IMAGING Management

Ai-powers-radiologists

2019 06 Feb

Executive Summary Artificial intelligence ( AI ) is clearly the new trend in automation. This article, "The AI-powered radiologist" , authored by Dr. María Jesús Díaz Candamio , a radiologist at the Servicio de Radiología, Hospital Universitario de A Coruña (Spain), highlights the advances in AI technology that will propel a revolution in...Read more

IMAGING Management

Ai-radiomics-mammography-combo-reduces-breast-biopsies

2018 18 Dec

Researchers combine mammography with AI to determine the biological composition of a tumor's tissue, developing a new method that may help reduce the number of unnecessary breast biopsies, according to a new study published in the journal Radiological Society of North America .  Research has shown that more than 10 percent of women are called...Read more

IMAGING Management

Radiomics-in-magnetic-resonance-imaging-the-need-for-standardisation

2018 06 Jun

Radiomics is a hot topic in radiology. A steadily increasing number of researchers across the globe is engaging in radiomics and applying it to a large number of imaging data. “Radiomics” means the extraction of a large number of quantitative imaging features from routinely acquired imaging data (e.g, x-ray, ultrasound, CT, MRI, PET) in order to...Read more

IMAGING Management

Radiomics-as-a-tool-for-personalised-medicine

2017 14 Sep

Radiomics is an image analysis approach that has the potential to improve the management of cancer patients, but further research is required before it can be adopted into routine clinical practice, according to an article published in the journal eLife. Medical imaging techniques underpin much decision-making in cancer medicine and can be used to...Read more

IMAGING Management

Esr-to-launch-experimental-radiology-journal-in-2017-sardanelli-is-new-editor

2016 16 Jun

The European Society of Radiology ( ESR ), the largest radiological society in the world with more than 63,000 members, will launch a new scientific publication next year that will provide a forum for basic scientific discoveries, novel approaches and techniques in experimental settings. The new journal, European Radiology Experimental...Read more

IMAGING Management

Cancer-imaging-archive-on-the-move

2015 10 Dec

The Cancer Imaging Archive of the National Cancer Institute (NCI) has found a new home at the University of Arkansas for Medical Sciences (UAMS). More than 40 terabytes of data have been transferred to UAMS from the archive's former home at Washington University in St. Louis. The archive's transfer coincided with the appointment of Fred Prior, PhD,...Read more