Search Tag: deep learning
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
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
J.P. MORGAN 41st Annual Healthcare Conference - JPM 2023
2023 09 Jan
Find J.P. Morgan Chase & Co. on Social Media Read more
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
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
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
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
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
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