Search Tag: deep learning

Health Management

Data Science in Modern Healthcare

2022 13 Sep

Data science has brought forth many exciting advancements in healthcare; however, it is important to recognise what data science is and how we can continue to use it to positively advance healthcare Key Points Data science is an intersection of computer science, mathematics, and domain expertise. Artificial intelligence encompasses... Read more

Health Management

DICOM Metadata - A Useful Resource for Big Data Analytics

2022 13 Sep

This article provides an overview of new ways to represent data combining patient access and DICOM information, advanced use of medical imaging metadata, analysis of radiation dose and image segmentation and deep learning for feature engineering to enrich data. Introduction Data is the world’s  most valuable resource  and it is possible... Read more

Executive Health Management

J.P. MORGAN 41st Annual Healthcare Conference - JPM 2023

2023 09 Jan

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IMAGING Management

A Bold New World: GE Healthcare’s Pioneering Deep Learning Image Reconstruction Technology

2022 06 May

Artificial intelligence (AI) and healthcare access remain key themes at ISMRM as researchers and clinicians seek more efficient and effective solutions in today’s resource-constrained environment GE Healthcare highlights the continued expansion of its state-of-the-art AIR Recon DL technology across the totality of its 1.5T, 3.0T and 7.0T MR product... Read more

IMAGING Management

Deep Learning with Whole-body MRI Recognises Diabetes

2021 30 Oct

Obesity is associated with diabetes, but there are metabolically healthy individuals with excess body fat and others with normal body weight who develop insulin resistance.  The key risk factor is fat distribution.  Individuals who accumulate deep abdominal and visceral fat are more likely to develop insulin resistance than individuals with subcutaneous... Read more

IT Management

Deep Learning Reduces Need for Gadolinium Contrast

2021 26 Oct

Gadolinium-based contrast agents (GBCAs), used during MRI scans, enhance brain tissue contrast. GBCAs are crucial for brain tumour care because they highlight areas with abnormal blood-brain barrier permeability that tumours cause.  This permits monitoring of treatment response and also guide surgical tumour removal.  Disadvantages to using GBCAs include... Read more

IT Management

Automated Triaging of MRIs Rules Out Cancer in Dense Breasts

2021 08 Oct

Mammography provides early detection when breast cancer treatments are more successful. Unfortunately, mammography is less sensitive in women with dense than with fatty breast tissue. This is unfortunate because the breast cancer risk is three- to six times higher in dense rather than fatty breast tissue and two times higher than that of the average... Read more

IMAGING Management

ECR 2022: European Congress of Radiology

2022 13 Jul

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IT Management

AI for Microscopy Images

2021 25 Apr

Analysing microscopy images has just become easier with a new, freely available artificial intelligence platform.   You might also like: Smartphones are becoming an indelible part of everyday life and also finding their way into healthcare. A new study explores the challenges and opportunities of their applications in biomedical... Read more

IT Management

NLP+EHR: Automatic Detection of Adverse Drug Reactions

2021 07 Mar

A group of Spanish researchers present the results of their work on applying natural language processing (NLP) techniques for electronic health record analysis and specific data extraction.   You might also like: A vendor-neutral, open-source, natural language approach of EHR data is suggested by a team of U.K. researchers, to help... Read more