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VIDEO: Use of Machine Learning to Automate Radiotherapy Treatment Planning

Artificial Intelligence | July 22, 2019

Leigh Conroy, Ph.D., physics resident, University Health Network, Princess Margaret Cancer Center, Toronto, Canada, explains how her center is using machine learning to automate treatment plans. The center is one of the first to use the RayStation machine learning treatment planning system for radiation oncology. She spoke at the American Association of Physicists in Medicine (AAPM) 2019 meeting. 

Learn more about how this technology works in the VIDEO: Editor's Choice of the Most Innovative Technologies at AAPM 2018.

Find more news and videos from AAPM.

 

Information Technology

Cardiac PACS | April 19, 2013

Agfa Healthcare introduced new functionality and workflow improvements for its completely revised cardiovascular information system (CVIS), introduced at the American College of Cardiology 2013 meeting. The CV12 system offers new solutions for echocardiography, nuclear perfusion imaging, cath lab reporting and ECG management and reporting. For more information, visit www.agfahealthcare.com

Cardiac PACS | March 22, 2013

McKesson highlighted enhancements to its cardiovascular information system (CVIS) version 13. The system offers new modules for electrophysiology, inventory control and aids interoperability for better change capture and data mining. For more information, visit www.allaboutCVIS.com

Cardiac Imaging | December 18, 2012

ITN and DAIC Editor Dave Fornell highlights the latest advancements that will impact cardiovascular imaging from the 2012 Radiological Society of North America (RSNA) meeting. RSNA is the largest medical imaging show in the world and most advancements are shown here first.

Radiology Imaging | December 14, 2012

ITN Editor Dave Fornell highlights his choices for the most innovative radiology technologies and trends at Radiological Society of North America (RSNA), 2012. Choices include the first wireless ultrasound transducer, noiseless MRI, a 640-slice CT scanner and a printer than creates sculptures from 3-D datasets.

Find more current news and video from RSNA

 

Information Technology | December 07, 2012

Intelerad showcased improvements to its radiology worklist, its InteleConnect Web-based portal and showed new features to its InteleOne distributed radiology solution. It also introduced RadVoice, a Web-based education component.

Nuclear Imaging | July 26, 2012

Incoming president Frederic H. Fahey, DSc, describes the primary initiatives the Society of Nuclear Medicine and Molecular Imaging will be undertaking during the coming year, during an interview with ITN Editorial Director Helen Kuhl at the society's annual meeting in June. These include growing global initiatives, including more involvement in developing countries, plus continued education and efforts with regard to radiation dose and dose optimization.

Enterprise Imaging | July 18, 2012

McKesson's new Enterprise Image Repository, featured at the 2012 Society for Imaging Informatics in Medicine (SIIM) meeting, facilitates the sharing of images and data both within and outside an organization. It enables sharing of data with referring physicians and also among different departments, all at an affordable cost.

Enterprise Imaging | July 17, 2012

Retention Management is a new feature of McKessonâ??s Enterprise Image Repository (EIR), offering the ability to delete data that no longer needs to be retained. It provides the flexibility to set different parameters according to different policies and requirements. System Dashboard is a new tool in the EIR which helps administrators manage and monitor how the system is performing. These features were showcased at the 2012 Society for Imaging Informatics in Medicine (SIIM) meeting.

Enterprise Imaging | July 02, 2012

Visage 7 enterprise imaging platform features a fast, thin-client, server-side processing technology that delivers enterprise diagnostic and clinical viewing solutions for healthcare institutions seeking to accelerate and enhance the delivery of radiology services. Building upon its enterprise-class technology platform, Visage Imaging has strengthened Visage 7 in the areas of performance, usability, integration, workflow, automation and advanced clinical capabilities.

Information Technology | July 02, 2012

ITN Editorial Director Helen Kuhl talks to Katherine Andriole, Ph.D., FSIIM, program chair for the Society for Imaging Informatics in Medicine (SIIM) 2012 meeting, about current trends in imaging informatics, including topics such as social media, quantitiative imaging and mobile technologies. Dr. Andriole also discusses some of the topics that will be of importance in the coming year, including the continuing challenge of integration and the evolving role of the radiologist.

Information Technology | June 28, 2012

Paul Nagy, Ph.D., CIIP, and Christopher Meenan, CIIP, discuss some of the opportunities available for Imaging Informatics Professionals (IIPs) at the Society of Imaging Informatics in Medicine (SIIM) annual meeting and through SIIM's programs and website — all of which are especially relevant in light of today's explosion of innovation in the imaging informatics arena.

Information Technology | June 27, 2012

J. Raymond Geis, M.D., SIIM Chair, and Mitchell M. Goldburgh, Dell Healthcare and Life Sciences, discuss the "Corporate Leadership Circle," a partnership allowing vendors to communicate with SIIM members in expanded ways about new technology and to create vendor/provider collaborations to resolve technology challenges.

Information Technology | June 27, 2012

Elizabeth Krupinski, Ph.D., FSIIM, and David Brown, BSCS, CNMT, CIIP, discuss the new SIIM Knowledge Center, a specialized website housing new educational material, including the updated "Need to Know" series, as well as discussion forums and top 10 lists.

Breast Imaging | March 30, 2012

Gary Levine, M.D., program chair/incoming president of the National Consortium of Breast Centers, gives an overview of current trends in technology, diagnosis and treatment of breast cancer, and regulatory activity that will impact women's health.

Women's Health | March 30, 2012

Gary Levine, M.D., program chair/incoming president of the National Consortium of Breast Centers, discusses legislation regarding breast density at the 22nd annual National Interdisciplinary Breast Center Conference (NCoBC), held in Las Vegas in March.

Women's Health | March 29, 2012

Gary Levine, M.D., program chair/incoming president of the National Consortium of Breast Centers, discusses how breast centers can use social media to educate the public regarding breast health and their services at the 2012 NCoBC meeting, held in Las Vegas in March.

Women's Health | March 29, 2012

Gary Levine, M.D., program chair/incoming president of the National Consortium of Breast Centers, discusses the role of politics on women's health in an election year, during the 2012 National Interdisciplinary Breast Center Conference (NCoBC), held in Las Vegas in March.

Advanced Visualization | February 13, 2012

The Chicago Zoological Society's (CZS) Brookfield Zoo is the first North American zoo to use 3-D advanced visualization imaging technology. This video shows a video fly-through of reconstructed 3-D computed tomography (CT) images of an aardvark, Humboldt penguin and African crested porcupine. The zoo is using Web-based software from Vizua to create animal CT scan advanced visualization reconstructions. Read the related article.

Teleradiology | March 22, 2011

"Most people have no idea what a tremendous impact radiology and telemedicine have on poor and remote regions of the world," said Rebecca Cornelius, M.D., professor of radiology, neuroradiology, department of radiology, University Hospital, University of Cincinnati, College of Medicine. Cornelius was one of the physicians on the panel and video presentation "Zero Footprint Radiology and Telemedicine Build a Platform for Sustainable Care," which Imaging Technology News (ITN) hosted at the SIIM 2010 annual meeting.

The panelists described how physicians based in the United States used teleradiology and telemedicine technology to treat patients located in a remote clinic in Honduras. The panelists made the case that this technology suite is the basis for sustainable health care outreach programs in the future. ITN Editor Cristen Bolan then presented a video illustrating how physicians and technicians equipped The Roy and Melanie Sanders Frontera Medical Center in Honduras with the digital imaging and informatics infrastructure.

Several providers donated the suite of imaging technology. The equipment included a telemedicine system and ultrasound probe from Global Media, the VirtualPACS Web-based picture archiving and communication system (PACS) from MedWeb, a portable digital x-ray system from MinXray and a computed radiography (CR) unit from iCRco.

In this video, Dr. Juan Vasquez gives a live demonstration of how the imaging suite quickly and seamlessly operates. Vasquez started by taking an X-ray image, processing and reviewing it on the CR, and uploading the data set to the PACS in under 10 minutes. The guest of honor, Honduran Minister of Health Arturo Bendaña, himself a trained physician, easily toggled through the streamlined digital workflow. Vasquez explained how the transition from film to digital x-ray would save the clinic on significant costs incurred from developing film. Vasquez then examined a patient's thyroid gland with the ultrasound probe connected to a laptop computer. Next, he used a high-definition telemedicine camera to capture superficial anatomical images. Finally, he uploaded the images and consulted with physicians over Global Media's video-conferencing system. Jeffrey E. Heck, M.D., executive director and founder of Shoulder to Shoulder, explained to onlookers this was a model for delivering high-tech care, including expert specialty consultations, to some of the most remote and isolated areas of the developing world.

"With the addition of this technology, poor people have access to the same set of services that any well-equipped health center in the United States has access to," Heck said.

The panelists included: - Rebecca Cornelius, M.D., professor of radiology, neuroradiology (Clin Geo), University Hospital; University of Cincinnati, College of Medicine; Department of Radiology - Phillip Silberberg, M.D., head of Shoulder-to-Shoulder Radiology, pediatric radiologist, Kosair Childrenâ??s Hospital, - Roland Talanow, M.D., Ph.D., department of radiology, The Cleveland Clinic - Hayley Holland, MPH, director of grants and projects, Shoulder-to-Shoulder - Kim Guevara, corporate philanthropy officer and director of emergency management, Medweb. For more information: www.shouldertoshoulder.org

 

Related Radiology and Telemedicine in Honduras:

Radiologists Without Borders: The Heart of Radiology

ACS, Teleradiology Deliver Modern Healthcare to Honduras

Digital Imaging Delivers Modern Medicine to the Developing World

Digital Imaging Transforms a Nation

Radiology IT Explores New Frontiers

Computed Radiography Delivers Modern Medicine to Remote Regions

Radiology Delivers Modern Medicine to Rural Honduras

 

 

Angiography | March 22, 2011

Dr. Frederic Deschamps of the Institut Gustavy Roussy, France, explains his use of the Innova TrackVision application to plan and guide needle trajectories during vertebroplasty and oncology procedures in the interventional lab under angiographic fluoroscopy.

Performing needle procedures in the interventional suite frees up your CT system and provides better access to the patient. However, under fluoroscopic guidance, it may be challenging and time consuming to find the right entry point and advance the needle to avoid critical structures.

TrackVision 2 provides live 3-D needle guidance during your procedures. It lets you advance the needle down a planned trajectory overlaid on live fluoroscopy, visualizing any deviations from the desired path.

Highlights of the system include:

• Support multiple trajectories.
• 3D trajectories are registered in real time to C-arm and table movements, field of view and Source-to-Image Distance in real time.
• Visualize patient motion with the bone anatomy overlay and correct it at table side.
• Send bull eye's view angle to the gantry in a single click.