Search Tag: deep learning

IT Management

Equity-in-deep-learning-medical-applications-leveraging-the-gerchberg-saxton-algorithm

2024 06 Mar

  Deep learning (DL) has become important in healthcare for its role in early diagnosis, treatment identification, and patient outcome predictions. However, due to varied medical practices and inconsistent data collection, DL may worsen biases and distort estimates. For instance, sampling bias challenges the effectiveness and applicability of statistical...Read more

IT Management

Dr-ehsan-samei-ph-d-joins-imalogix-as-chief-scientific-advisor

2023 09 May

Imalogix, an industry leader in deep learning AI for imaging, announced that world renowned radiology leader and clinical researcher Dr. Ehsan Samei has joined the Imalogix team as its Chief Scientific Advisor.   Dr. Ehsan Samei, PhD, DABR, FAAPM, FSPIE, FAIMBE, FIOMP, FACR is the Reed and Martha Rice Distinguished Professor of Radiology at Duke...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

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

IT Management

Dl-vs-ml-in-biomedical-research

2021 14 Jan

Deep learning models are more efficient at discerning patterns and discriminative features in brain imaging than standard machine learning models, a new study shows ( Abrol A et al. 2021) .   You might also like: Radiomics in the Imaging of Brain Gliomas: Current Role and Future Perspectives   Researchers at the Center...Read more

IT Management

Machine-learning-and-covid-19-management

2021 14 Jan

A new systematic review (Syeda et al. 2021) analyses artificial intelligence (AI) -based methods utilised to tackle the pandemic and provides insights into different COVID-19 themes.   You might also like: AI Tool Helps to Reduce COVID-19 Mortality   Since the onset of the COVID-19 pandemic, many healthcare organisations have...Read more

IT Management

3d-brain-modelling-by-hiball

2020 26 Jun

A new collaboration between German and Canadian institutions has been launched with a goal to develop a high-resolution 3D map of functional neuroanatomy using artificial intelligence and high-performance computing.   You might also like: AI in medical imaging may make the biggest impact in healthcare   The new...Read more

IT Management

Ai-accuracy-matches-clinicians

2019 30 Sep

More sophisticated technologies such as artificial intelligence are said to hold much promise in improving disease diagnosis . A new systematic review of relevant published articles, for instance, indicates that AI can detect diseases from medical imaging with the same accuracy as clinicians. The review included 82 studies spanning cardiology, breast...Read more

IT Management

Canon-medical-sponsors-new-and-promising-ai-developments

2019 22 Feb

Artificial Intelligence Exhibition makes Grand Debut at this year’s ECR   Making its grand debut at this year’s ECR, the Artificial Intelligence Exhibition (AIX) will bring AI to the heart of Europe’s biggest radiology congress and technical exhibition. Canon Medical is proud to have reached the sponsorship agreement of the AIX Theater. As...Read more

IT Management

Terarecon-debuts-next-generation-northstar-ai-explorer-at-siim18

2018 31 May

TeraRecon  today announced that its first-of-kind Northstar™ AI Explorer has reached a new milestone that allows physicians to interact with individual measurements, markings, and findings created by AI image processing algorithms. To demonstrate the potential of these AI-assisted workflows, the company is previewing an end-to-end cardiac MR analysis...Read more