A Walk Through the RSNA 2018 Machine Learning Showcase
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      This is a quick video tour of the Machine Learning Showcase at the Radiological Society Of North America (RSNA) 2018 meeting today. More than 150 vendors showed software for radiology incorporating artificial intelligence (AI) or deep learning.

      Watch the VIDEO: RSNA President Vijay Rao Says Artificial Intelligence is Hottest Tech Advancement in Radiology

      Read more in the article “How Artificial Intelligence Will Change Medical Imaging.”

      Watch the VIDEO AI Technogy Report from RSNA 2017. 

      Find more RSNA coverage

       

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      • Amy Patel, M.D., medical director of Liberty Hospital Women’s Imaging, assistant professor of radiology at UMKC, and user of Kios AI for breast ultrasound. 

      Sham Sokka, Ph.D., vice president and head of innovation, precision diagnosis, Philips Healthcare.

      Ivo Dreisser, Siemens Healthineers, global marketing manager for the AI Rad Companion.

      Bill Lacey, vice president of medical informatics, Fujifilm Medical Systems USA.

      • Karley Yoder, vice president and general manager, artificial intelligence, GE Healthcare.

      Georges Espada, head of Agfa Healthcare digital and computed radiography business unit.

      Pooja Rao, head of research and development and co-founder of Qure.ai.

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      There has been a change in attitudes about AI on the expo floor at the Radiological Society of North America (RSNA) over the last two years. AI conversations were originally 101 level and discussed how AI technology could be trained to sort photos of dogs and cats. However, in 2020, with numerous FDA approvals for various AI applications, the conversations at RSNA, and industry wide, have shifted to that of accepting the validity of AI. Radiologists now want to discuss how a specific AI algorithm is going to help them save time, make more accurate diagnoses and make them more efficient.

      With a higher level of maturity in AI and the technology seeing wider adoption, radiologists using it say AI gives them additional confidence in their diagnoses, and can even help readers who may not be deep experts in the exam type they are being asked to read. 

      With a myriad of new AI apps gaining regulatory approval from scores of imaging vendors, the biggest challenge for getting this technology into hospitals is an easy to integrate format. This has led to several vendors creating AI app stores. These allow AI apps to integrate easily into radiology workflows because the apps are already integrated as third-party software into a larger radiology vendors' IT platform.  

      There are now hundreds of AI applications that do a wide variety of analysis, from data analytics, image reconstruction, disease and anatomy identification, automating measurements and advanced visualization. The AI applications can be divided into 2 basic types — AI to improve workflow, and AI for clinical decision support, such as diagnostic aids.

      On the workflow side, several vendors are leveraging AI to pull together all of a patients' information, prior exams and reports in one location and to digest the information so it is easier for the radiologist to consume. Often the AI pulls only data and priors that relate to a specific question being asked, based on the imaging protocol used for the exam. One example of this is the Siemens Healthineers AI Clinical Pathway and Siemens AI integrations with PACS to automate measurements and advanced visualization.

      AI is also helping simplify complex tasks and help reduce the reading time on involved exams. One example of this is in 3-D breast tomosythesis with hundreds of images, which is rapidly replacing 2-D mammography, which only produces 4 images. Another example is automated image reconstruction algorithms to significantly reduce manual work. AI also is now being integrated directly into several vendors' imaging systems to speed workflow and improve image quality.

      Vendors say AI is here to stay. They explain the future of AI will be automation to help improve image quality, simplify manual processes, improved diagnostic quality, new ways to analyze data, and workflow aids that operate in the background as part of a growing number of software solutions. 

      Several vendors at RSNA 2020 noted that AI's biggest impact in the coming years will be its ability to augment and speed the workflow for the small number of radiologists compared to the quickly growing elder patient populations worldwide. There also are applications in rural and developing countries were there are very low numbers of physicians or specialists.

       

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      Dr. Bard is internationally known and recognized as a leader in his field. He specializes in advanced 3-D Doppler imaging to detect cancers in numerous organs, including the breast, prostate, and other areas. His images are used to accurately guide biopsies, target therapy and provide focused follow-up after treatment. He is committed to improving non-invasive cancer testing and developing minimally invasive image guided technologies to prevent cancer spread.

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      Information Technology View all 301 items

      Information Technology | July 25, 2024

      Industry trade shows and conferences seem to be making their comeback in 2024. And the Healthcare Information and Management Systems Society (HIMSS) Global Conference and Exhibition seems particularly poised to deliver the best of the best when it comes to digital transformation in both the delivery of healthcare, but also the delivery of a quality experience for those in this demanding, rapidly evolving industry. This month in our ongoing One on One series with industry leaders, we are talking with Hal Wolf, FHIMSS, president and CEO of HIMSS. He offered insights on the society’s new partnership with Informa Markets, key topics being covered at HIMSS24, AI’s impact on the industry, and his thoughts on healthcare sustainability.

      Find more HIMSS24 conference coverage here

      A New Partnership for Growth

      Last August, Informa Markets and HIMSS announced a landmark partnership to propel the growth and evolution of the HIMSS Global Health Conference and Exhibition, recognized as the most influential healthcare technology event of the year, and in North America. It draws 40,000 health professionals, tech leaders, providers and governmental organizations from across the globe. Informa Markets, the world’s largest exhibition organizer, took on management of the HIMSS Exhibition, while HIMSS continues to oversee developing expert content and programming.

      Exciting New Features at HIMSS24

      At HIMSS2024, with this new collaboration comes new features, including:

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      Find more HIMSS24 conference coverage here

      HIMSS Launches Modernized Infrastructure Adoption Model to Support Global Digital Health Transformation

      Top Public Policy Experts at HIMSS24 to Address Global AI Landscape and Digital Transformation in Healthcare

      VIDEO: Using Maturity Models to Measure Digital Health

      VIDEO: Moving Digital Transformation Forward in Healthcare

      VIDEO: Key Components to Creating and Implementing AI and Digital Transformation Solutions

      VIDEO: The Benefits and Pitfalls of Artificial Intelligence in Healthcare

      VIDEO: A Look at Cybersecurity and How Healthcare is at Risk

      Breast Imaging | July 24, 2024

      Don't miss ITN's latest "One on One" video interview with AAWR Past President and American College of Radiology (ACR) RAN and RADPAC Chair, Amy K. Patel, MD, discussing advocacy initiatives and innovations in artificial intelligence (AI) for breast imaging

      Dr. Patel is a breast imaging trailblazer and radiology advocacy leader. In this video,  learn how radiologists can support key initiatives, ways AI is improving patient care, and more.

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      Leaders from RadEqual and the AAWR Sign MOU, Solidifying Commitment to Advance Opportunities in Radiology

      Technology Report: Artificial Intelligence in Radiology 2021

      VIDEO: Integrating Artificial Intelligence Into Radiologists Workflow

      Enterprise Imaging | February 15, 2024

      Clinicians and referring physicians need fast, secure access to both patient data and their diagnostic or viewing tool set. But the cost barriers and the complexity of owning and maintaining healthcare information systems can compromise the quality of care.

      To address this, Philips has partnered with AWS to develop Philips HealthSuite Imaging — a new radiology cloud service that provides on-demand access to advanced medical imaging software.

      ITN recently visited with Madhuri Sebastian and Matthieu Ferrant to learn more about this service.

      Find more RSNA23 conference coverage here

      Digital Radiography (DR) | February 12, 2024

      Agfa Radiology Solutions is committed to enhancing clinical outcomes and operational efficiency, underscoring its innovative edge in the dynamically evolving healthcare landscape. 

      AT RSNA23, ITN met with Karol Wesolowski, Global Commercial Excellence Leader, Agfa Radiology Solutions, and Jeroen Spruyt, Head of BU DR, VP Product Supply and Operations, Agfa Radiology Solutions, to learn more about how the company is transforming radiology practices.

      Find more RSNA23 conference coverage here

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      VIDEO: Talking Trends with Agfa — What’s On Tap for RSNA 2023

      Women's Health View all 82 items

      Breast Imaging | July 24, 2024

      Don't miss ITN's latest "One on One" video interview with AAWR Past President and American College of Radiology (ACR) RAN and RADPAC Chair, Amy K. Patel, MD, discussing advocacy initiatives and innovations in artificial intelligence (AI) for breast imaging

      Dr. Patel is a breast imaging trailblazer and radiology advocacy leader. In this video,  learn how radiologists can support key initiatives, ways AI is improving patient care, and more.

      Related content:

      Leaders from RadEqual and the AAWR Sign MOU, Solidifying Commitment to Advance Opportunities in Radiology

      Technology Report: Artificial Intelligence in Radiology 2021

      VIDEO: Integrating Artificial Intelligence Into Radiologists Workflow

      Breast Imaging | May 08, 2023

      In addition to women with dense breasts, there are also other women for whom mammographic screening is not really enough, which is why research needs to continue in this field. Dr. Wendie Berg, a leading breast cancer specialist, talks with ITN about new research and advancements in breast imaging technology.

      Dr. Berg, MD, PhD, FACR, FSBI, is Professor of Radiology at the University of Pittsburgh School of Medicine and Magee-Womens Hospital of UPMC, specializing in breast imaging. She is also the Chief Scientific Advisor to DenseBreast-info.org. A renowned expert, she writes and co-edits one of the leading textbooks on the topic, Diagnostic Imaging: Breast, currently in its third edition, and has co-authored over 120 peer-reviewed research publications.

      Related Breast Density Content:

      VIDEO: FDA Update on the US National Density Reporting Standard - A Discussion on the Final Rule

      One on One … with Wendie Berg, MD, PhD, FACR, FSBI

      Task Force Issues New Draft Recommendation Statement on Screening for Breast Cancer

      Creating Patient Equity: A Breast Density Legislative Update

      FDA Needs to Ensure that Information on Dense Breast Notifications are Clear and Understandable to all Members of the Public

      AI Provides Accurate Breast Density Classification

      VIDEO: The Impact of Breast Density Technology and Legislation

      VIDEO: Personalized Breast Screening and Breast Density

      VIDEO: Breast Cancer Awareness - Highlights of the NCoBC 2016 Conference

      Fake News: Having Dense Breast Tissue is No Big Deal

      The Manic World of Social Media and Breast Cancer: Gratitude and Grief

      Related Breast Imaging Content:

      Single vs. Multiple Architectural Distortion on Digital Breast Tomosynthesis

      Today's Mammography Advancements 

      Digital Breast Tomosynthesis Spot Compression Clarifies Ambiguous Findings 

      AI DBT Impact on Mammography Post-breast Therapy 

      ImageCare Centers Unveils PINK Better Mammo Service Featuring Profound AI 

      Radiologist Fatigue, Experience Affect Breast Imaging Call Backs 

      Fewer Breast Cancer Cases Between Screening Rounds with 3-D Mammography

      Study Finds Racial Disparities in Access to New Mammography Technology

      American College of Radiology (ACR) Launches Contrast-Enhanced Mammography Imaging Screening Trial (CMIST) in Collaboration With GE Healthcare and the Breast Cancer Research Foundation

      Breast Density | April 14, 2023

      It has long been said that a national reporting standard is needed in order to ensure all American women receive at least the same basic information regarding breast density, and a spotlight put on the importance of routine breast imaging. Dr. Wendie Berg, a leading breast cancer specialist, shares with ITN what is being done in the fight against breast cancer and the importance of this standardization in reporting for women.

      Dr. Berg, MD, PhD, FACR, FSBI, is Professor of Radiology at the University of Pittsburgh School of Medicine and Magee-Womens Hospital of UPMC, specializing in breast imaging. She is also the Chief Scientific Advisor to DenseBreast-info.org. A renowned expert, she writes and co-edits one of the leading textbooks on the topic, Diagnostic Imaging: Breast, currently in its third edition, and has co-authored over 120 peer-reviewed research publications.

       

      Related Breast Density Content:

      VIDEO: Research and Advancements in Breast Imaging Technology

      One on One … with Wendie Berg, MD, PhD, FACR, FSBI

      Task Force Issues New Draft Recommendation Statement on Screening for Breast Cancer

      Creating Patient Equity: A Breast Density Legislative Update

      FDA Needs to Ensure that Information on Dense Breast Notifications are Clear and Understandable to all Members of the Public

      AI Provides Accurate Breast Density Classification

      VIDEO: The Impact of Breast Density Technology and Legislation

      VIDEO: Personalized Breast Screening and Breast Density

      VIDEO: Breast Cancer Awareness - Highlights of the NCoBC 2016 Conference

      Fake News: Having Dense Breast Tissue is No Big Deal

      The Manic World of Social Media and Breast Cancer: Gratitude and Grief

      Related Breast Imaging Content:

      Single vs. Multiple Architectural Distortion on Digital Breast Tomosynthesis

      Today's Mammography Advancements 

      Digital Breast Tomosynthesis Spot Compression Clarifies Ambiguous Findings 

      AI DBT Impact on Mammography Post-breast Therapy 

      ImageCare Centers Unveils PINK Better Mammo Service Featuring Profound AI 

      Radiologist Fatigue, Experience Affect Breast Imaging Call Backs 

      Fewer Breast Cancer Cases Between Screening Rounds with 3-D Mammography

      Study Finds Racial Disparities in Access to New Mammography Technology

      American College of Radiology (ACR) Launches Contrast-Enhanced Mammography Imaging Screening Trial (CMIST) in Collaboration With GE Healthcare and the Breast Cancer Research Foundation

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