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𝐍𝐨𝐫𝐭𝐡 𝐀𝐦𝐞𝐫𝐢𝐜𝐚 𝐈𝐬 𝐃𝐨𝐦𝐢𝐧𝐚𝐭𝐢𝐧𝐠 𝐈𝐧𝐭𝐞𝐫𝐯𝐞𝐧𝐭𝐢𝐨𝐧𝐚𝐥 𝐑𝐚𝐝𝐢𝐨𝐥𝐨𝐠𝐲 𝐌𝐚𝐫𝐤𝐞𝐭  𝑮𝒆𝒕 𝑴𝒐𝒓𝒆 𝑰𝒏𝒔𝒊𝒈𝒉𝒕𝒔:- https://lnkd.in/dbVMbdvf The value of the interventional radiology market stood at USD 2,479.8 million in 2023, and this number is projected to reach USD 3,393.4 million by 2030, advancing at a CAGR of 4.7% during 2023–2030. This is because of the mounting number of elderly patients, the rising occurrence of chronic disorders, rising knowledge about less invasive alternatives, and the growing acceptance of new scientific approaches. On the basis of product, the magnetic resonance imaging category led the industry and is estimated to advance at a CAGR of 4.5% during the projection period. This is mainly because of the enhancements in tech and the rising demand for magnetic resonance imaging systems. Furthermore, hospitals that are active in leading research and development have great resources and use of instruments, that work for the betterment of society, hence patients. They also support government and non-government establishments by encouraging awareness about chronic illnesses and their diagnosis through radiology. North America dominates the global interventional radiology industry. This is possible because of the growing cases of chronic diseases, the rising elderly populace, the obtainability of minimally invasive approaches, the high per-capita income of individuals, the deep-rooted healthcare infrastructure, improvements in technologies, and the growth of new items in the continent. Furthermore, as per the American College of Roentgenology, interventional radiology is a requirement for rural patients. Suitable care is not given to rural patients without these services. In rural hospitals and radiology practices, there is a growing need to recruit and retain interventional radiologists but the extent of this will not be known. #InterventionalRadiology #IRad #MedicalImaging #MinimallyInvasive #VascularIntervention #RadiologyInnovation #ImageGuidedTherapy #IRProcedures #MedicalDevices #InterventionalMedicine #pnsintelligence #RadiologyAdvancements #EndovascularTherapy #IRTechniques

"Reporting checklists as compulsory supplements to artificial intelligence manuscript submissions" In my article in Diagnostic and Interventional Radiology (https://lnkd.in/dVj88r4T) I highlight the need for compulsory use of reporting checklists in AI manuscripts. This discussion was based on the excellent article by Kocak et al. who found that these checklists are being abused by authors and their use is encouraged by a very limited number of journals https://lnkd.in/dHN9qKna . When used, the content of completed checklists should be meticulously checked to ensure proper adherence. To authors and reviewers: please make sure that you follow appropriate AI checklists like #CLAIM to ensure reproducibility of research https://lnkd.in/dPQYEDJ8 #AI, #checklists European Society of Radiology Prof. Dr. Matthias Dietzel, MHBA Renato Cuocolo Ali T.

𝐀𝐈 𝐖𝐢𝐥𝐥 𝐁𝐫𝐢𝐧𝐠 𝐭𝐡𝐞 𝐑𝐚𝐝𝐢𝐨𝐥𝐨𝐠𝐢𝐬𝐭 𝐎𝐮𝐭 𝐨𝐟 𝐭𝐡𝐞 𝐁𝐚𝐬𝐞𝐦𝐞𝐧𝐭 During my radiology department rotation in medical school, we attended morning sessions where radiologists read X-rays and CT scans. The room was always dark when the reading started. Some of us had to squint to see the pathology being pointed out and discussed. Senior doctors often stressed the importance of anatomy in the first year, highlighting how that knowledge would be applied in the dark, quiet room. I was thrilled whenever I could correctly identify any abnormalities on an X-ray. However, even the best radiologists can miss diagnoses for various reasons, including being overworked. AI has been shown to complement the work of radiologists and increase their efficiency. It can analyze numerous images and help human radiologists incorporate patient context into their diagnoses. AI will free radiologists from the dark basement, allowing them to finally see the patients whose images they are reading. This will enhance the important role radiologists like winland crispin play in directly helping patients understand the radiological components of their healthcare. However, this promising future comes with risks and issues that need addressing. The patient's best interest must be at the center. Minimizing issues such as false positives—like a false cancer diagnosis that could lead to patient harm—is crucial. Who will be accountable and responsible: the AI or the radiologist? Such ethical questions must be addressed by all stakeholders as AI in healthcare is researched and implemented in various settings to create effective AI models that improve and enhance healthcare. #aiinhealthcare #radiology #aiafrica #digitalhealth

🦴Unlocking Precision in Diagnostics: AI's Impact on Radiology Residency Training 🏥 Dive into the study conducted by the Essen University Hospital, illuminating the transformative role of AI in fracture detection and radiology residency training. 📊Study Objective: Assess the influence of an AI-assisted fracture detection program, BoneView, on the performance of radiology residents in pediatric and adult trauma cases. 🌟Key Findings: - Enhanced Performance: Radiology residents demonstrated a remarkable 19% increase in sensitivity with AI support, without compromising specificity. - Effectiveness Boost: Leveraging AI assistance reduced reading time by 2.6 seconds, streamlining the diagnostic process while bolstering residents' confidence in their interpretations. Read the study: https://lnkd.in/gaRd5cNA #MedicalAdvancements #ResidencyTraining #BoneView #UniversityHospitalEssen

🔍 Debunking 3 More Common Misconceptions about Radiography in the UK 🔍 Radiography, as a vital component of modern healthcare, often suffers from misconceptions that underestimate its significance and potential. In this article, we'll delve into three more misconceptions about radiography and shed light on the reality of this dynamic profession. 1. Radiography is only about taking X-rays While X-ray imaging is undeniably fundamental to radiography, it's essential to recognize that the field encompasses much more. Radiographers are proficient in various imaging modalities, including computed tomography (CT), magnetic resonance imaging (MRI), ultrasound, and nuclear medicine. Each modality presents unique challenges and opportunities, offering radiographers a diverse and multifaceted career path beyond traditional X-ray imaging. 2. Radiographers are just button-pushers A common misconception portrays radiographers as mere operators of imaging machinery, limited to pressing buttons. However, the reality is far more complex. Radiographers are skilled healthcare professionals entrusted with numerous responsibilities beyond machine operation. They assess patients' needs, ensure proper positioning for imaging, optimize imaging parameters for quality results, and interpret preliminary findings. Their expertise and attention to detail are integral to the diagnostic process and patient care. 3. Radiography is a solitary profession Contrary to popular belief, radiography is not an isolated profession where individuals work in solitude. Radiographers function within multidisciplinary healthcare teams, collaborating closely with radiologists, physicians, nurses, and technologists. Effective communication and teamwork are essential for delivering comprehensive patient care, ensuring accurate diagnosis, and facilitating timely treatment. Radiographers contribute valuable insights and expertise to a collaborative environment focused on improving patient outcomes. Our team of recruitment experts understands the challenges you face and is here to help you stand out from the crowd. We're offering a time-limited service where we'll revamp your CV and craft supporting information that will make you shine in any UK radiography job application. Act fast! This service won't be available for long. Use the code 'XRAY' for an incredible 50% off the service cost. If you've been struggling to land a job, this is your opportunity to have your CV and supporting information professionally rewritten by experts who understand the industry. The link to our service is below: https://buff.ly/3R1ekaX Contact - [email protected] #cv #hiring #radiography

🔍 Debunking 3 More Common Misconceptions about Radiography in the UK 🔍 Radiography, as a vital component of modern healthcare, often suffers from misconceptions that underestimate its significance and potential. In this article, we'll delve into three more misconceptions about radiography and shed light on the reality of this dynamic profession. 1. Radiography is only about taking X-rays While X-ray imaging is undeniably fundamental to radiography, it's essential to recognize that the field encompasses much more. Radiographers are proficient in various imaging modalities, including computed tomography (CT), magnetic resonance imaging (MRI), ultrasound, and nuclear medicine. Each modality presents unique challenges and opportunities, offering radiographers a diverse and multifaceted career path beyond traditional X-ray imaging. 2. Radiographers are just button-pushers A common misconception portrays radiographers as mere operators of imaging machinery, limited to pressing buttons. However, the reality is far more complex. Radiographers are skilled healthcare professionals entrusted with numerous responsibilities beyond machine operation. They assess patients' needs, ensure proper positioning for imaging, optimize imaging parameters for quality results, and interpret preliminary findings. Their expertise and attention to detail are integral to the diagnostic process and patient care. 3. Radiography is a solitary profession Contrary to popular belief, radiography is not an isolated profession where individuals work in solitude. Radiographers function within multidisciplinary healthcare teams, collaborating closely with radiologists, physicians, nurses, and technologists. Effective communication and teamwork are essential for delivering comprehensive patient care, ensuring accurate diagnosis, and facilitating timely treatment. Radiographers contribute valuable insights and expertise to a collaborative environment focused on improving patient outcomes. Our team of recruitment experts understands the challenges you face and is here to help you stand out from the crowd. We're offering a time-limited service where we'll revamp your CV and craft supporting information that will make you shine in any UK radiography job application. Act fast! This service won't be available for long. Use the code 'XRAY' for an incredible 50% off the service cost. If you've been struggling to land a job, this is your opportunity to have your CV and supporting information professionally rewritten by experts who understand the industry. The link to our service is below: https://buff.ly/3R1ekaX Contact - [email protected] #cv #hiring #radiography

🌏International collaboration is important to #RANZCR A recent example is the multi-society consensus document around safe #AI implementation which will assist advocacy in a variety of settings. Last week Duane Findley MBA, BCom, GAICD and Professor John Slavotinek attended #ECR2024 in #Vienna to discuss a broad scope of issues and opportunities facing our sector. By working with European Society of Radiology and other sister colleges across North America and Europe we can solve common issues and problems. #Radiology

📣 Insight from #CIBMAnnualSymposium2023: Meritxell Bach Cuadra from the Department of Radiology at CHUV | Lausanne university hospital is spotlighting the importance of responsible machine learning in medical image analysis. Discovering how ensuring image quality & reliable predictions is key in advancing #healthcare technology.

🚨 Transforming Emergency Radiology with AI: A Game Changer 🚨 AI is revolutionizing emergency radiology, bringing unparalleled speed, accuracy, and efficiency. Our CINA suite for Emergency is leading the way, particularly in neuro emergencies like stroke and brain traumatic injury, as well as pulmonary embolism (PE) and aortic dissection. 🌟 Why AI in Emergency Radiology is a Must? 🕒 Faster Diagnosis: With CINA-LVO, radiologists can reduce mean read times to just 60 seconds compared to 395 seconds without AI. This dramatic reduction means faster diagnosis and treatment, crucial for stroke patients where every second counts. 🎯 Increased Accuracy: Our Neuro Suite for stroke detection and quantification enhances imaging workflows and patient care by providing radiologists with precise, automated assessments of ischemic and hemorrhagic strokes. This not only boosts efficiency but also increases patient throughput and ensures high-quality care. ❤️ Better Patient Outcomes: CINA-PE has significantly improved patient outcomes, reducing in-hospital mortality rate from 8.4% pre-AI to 2.2% post-AI. 👩⚕️ Additional Benefits: Our AI solutions act as a second set of eyes to increase confidence, streamline workflows to free radiologists for complex cases, and boost productivity while reducing fatigue. This ensures healthcare professionals can deliver their best work without being overwhelmed by repetitive tasks. 🔗 Access Our Clinical Studies: Dive into all our clinical studies and see the proof of these benefits for yourself at the following link: https://lnkd.in/euzyXzwB Let’s embrace AI and ensure every patient receives rapid, accurate care. #HealthcareInnovation #ArtificialIntelligence #EmergencyRadiology #CINASuite #AIinHealthcare #MedicalImaging #PatientCare #FutureOfMedicine

𝗥𝗮𝗱𝗶𝗼𝗹𝗼𝗴𝘆 𝗼𝗽𝗲𝗿𝗮𝘁𝗼𝗿𝘀’ 𝗽𝗿𝗲𝗳𝗲𝗿𝗲𝗻𝗰𝗲𝘀 𝗰𝗼𝗻𝗰𝗲𝗿𝗻𝗶𝗻𝗴 𝘁𝗵𝗲 𝘂𝘀𝗲 𝗼𝗳 𝘀𝘆𝗿𝗶𝗻𝗴𝗲-𝗹𝗲𝘀𝘀 𝗣𝗼𝘄𝗲𝗿 𝗜𝗻𝗷𝗲𝗰𝘁𝗼𝗿𝘀 𝗱𝘂𝗿𝗶𝗻𝗴 𝗰𝗼𝗻𝘁𝗿𝗮𝘀𝘁-𝗲𝗻𝗵𝗮𝗻𝗰𝗲𝗱 𝗖𝗧 𝗶𝗺𝗮𝗴𝗶𝗻𝗴𝗽𝗿𝗼𝗰𝗲𝗱𝘂𝗿𝗲𝘀: 𝗮 𝗰𝗼𝗺𝗽𝗮𝗿𝗶𝘀𝗼𝗻 𝗯𝗲𝘁𝘄𝗲𝗲𝗻 𝗖𝗧 𝗘𝘅𝗽𝗿𝗲̀𝘀® 𝗮𝗻𝗱 𝗖𝗧 𝗠𝗼𝘁𝗶𝗼𝗻𝗧𝗠. We would like to highlight a very interesting article published in the journal Clinico Economics in 2022. The study compared the preferences of radiology operators using two syringe-less power injectors: CT Exprès® and CT Motion™. These technologies, designed to enhance contrast-enhanced CT imaging, were evaluated on ease of use, safety, cleanliness, and contrast wastage. 𝗞𝗲𝘆 𝗙𝗶𝗻𝗱𝗶𝗻𝗴𝘀: -Higher Scores for CT Exprès®: Operators consistently rated CT Exprès® higher across all domains. Significant improvements were noted in ease of use and safety, with features like a wired power supply and dual interface receiving notably better evaluations. -Reduced Risk of Errors: The study highlighted that 70% of the items had a non-zero probability of error if risk-mitigating features were absent. CT Exprès® was perceived to better mitigate these risks compared to CT Motion™. -Contrast Media Efficiency: The closed fluid circuit feature of CT Exprès® significantly reduced contrast media wastage, emphasizing its cost-effectiveness and efficiency. -Operator Preferences: The comprehensive evaluation suggests that technological solutions in CT Exprès® align more closely with operators' needs, particularly in reducing the probability of errors and improving overall safety and cleanliness. This research underscores the importance of adopting advanced technologies in medical imaging to ensure high safety standards and operational efficiency. For more detailed insights, read the full study: https://lnkd.in/dRxdBDRu #Radiology #Clinicoeconomics #scientificpublications #Healthcareinnovation #CTImaging #Patientsafety P. Cart, T. Roland, A. Muneaux, G. Aernout, Giorgio Lorenzo Colombo Sergio Di Matteo Maria Chiara Valentino Chiara Martinotti Giulia Vittoria Faitelli Roberta Di Massa Giacomo Matteo Bruno Emidio Paniccia Alessandro Alfano