Moshank Relia

studies and writes about AI in #radiology

[Moshank Relia @ReliaOfficial]

AI is transforming trauma care across settings. In fact, fracture detection errors are common, costly, and preventable.

This article reviews the key clinical evidence driving the shift: https://t.co/vnnni9AqHH

#radiology #clinician

[AZmed @AZmed_AI]

Independent Study Identifies Rayvolve® as the Most Accurate AI for Fracture Detection

📖 A recent comparative study published in @RadiographyJour evaluated the performance of three commercially available AI tools for fracture detection and other applications.

Conducted at the Technical University of Munich between January and March 2025, the study included 1,037 adult patients, representing 2,926 radiographs. Radiologists’ reports served as the reference standard, with CT scans used for adjudication when available (10% of cases).

Among the tested tools, Rayvolve® shows the best overall performance:
➤ For all fractures, Rayvolve® achieved higher AUC scores (+1 and +8 points) and greater sensitivity (+4 and +19 points) compared to its competitors, with no significant differences in specificity.
➤ In cases involving osteosynthesis material, Rayvolve® again outperformed the other tools, showing notably higher AUC (+6 and +19 points) and sensitivity (+19 and +48 points), while maintaining comparable specificity.
➤ For multiple fractures, Rayvolve® also led in AUC (+4 and +9 points) and sensitivity (+12 and +22 points).
➤ No significant differences were observed among the three algorithms for acute fractures.

Rayvolve® provided the most consistent screening signal in fracture detection, supporting a second-eye workflow, both in the presence of metal hardware and in trauma patients with multiple injuries.

Access the full study here: https://t.co/ppCNIa1eOE

#AIforFracture #Rayvolve #AIRadiology

[Dr Amine Korchi @AmineKorchiMD]

Zero-shot audio prompting of GPT-4o & Sonnet 3.5 lets radiologists report 2× faster with 2× fewer errors vs Nuance Dragon !!!

Soon, we won’t subscribe to traditional tools or our local RIS, we’ll go straight to OpenAI & friends.

Times are changing 🚀

https://t.co/T6qD7NIb68

[AZmed @AZmed_AI]

Senior Radiographer Julia Reinas explains how AZtrauma, part of the Rayvolve® AI Suite, supports radiography students.

With supervised access to AI suggestions on X-rays, students practice spotting trauma, compare their reads, and escalate findings sooner when needed. The result is faster learning, stronger confidence, and safer workflows for day-to-day imaging.

🎥 Watch the clip.

For more information, visit https://t.co/0XmJI98lQG

#AIinRadiology #Radiography #MedicalImaging

[Academy of Online Radiology Education @ACOREdu]

🚨 Webinar Alert! 🚨
Join us for an exciting ACORE Webinar Series session on Cystic Lung Diseases 🫁

🎙 Speaker: Dr. Emma Ferguson
🧠 Prof. of Radiology | Program Director | Vice Chair of Education
📍 McGovern Medical School, UTHealth Houston

🎤 Moderator: Dr. Alexandra Janda
📅 Thursday, August 14th
🕛 12:00 PM CST
🔗 https://t.co/MCiFUWPfam

#Radiology #MedicalEducation #ACOREWebinars #CysticLungDiseases #MedTwitter #ResidentEducation Radres

[AZmed @AZmed_AI]

🎉 AZmed has received not one, but two new FDA clearances!

We are proud to announce that AZmed has received two new FDA clearances for its AI tool AZchest. The clearances include applications intended to assist radiologists in the identification and review of chest X-rays for lung nodules and triage capabilities for pneumothorax and pleural effusion.

The results from clinical validation studies supporting these clearances make AZchest one of the most effective AI tools now available in the United States. It provides reassurance to radiologists facing mounting imaging volumes, empowering them to detect abnormalities early and manage a variety of complex cases with greater clarity and control.

With this achievement, AZchest joins AZtrauma in our expanding FDA-cleared portfolio as we continue accelerating our mission to deliver clinically robust, high-performing AI solutions to medical imaging professionals worldwide.

Thank you to all the clinicians and investigators who contributed to the studies, supported the validation process, and made the clearances possible.

For regulatory information, please refer to: MM-25-07

#FDA #AZchest #Rayvolve #AIinRadiology

[AZmed @AZmed_AI]

#ECR2025 officially begins! AZmed is at Booth #AI-42, and our team is excited to share insights into AI in medical imaging and the Rayvolve® AI Suite.

Designed to aid healthcare professionals, the scientifically validated AI solutions within the suite integrate seamlessly into existing workflows to optimize clinical processes, reduce workload, and improve diagnostic accuracy. This leads to faster decision-making and more efficient patient management without disrupting established practices.

📍Visit us from February 26 to March 1. We look forward to meeting you in person!

@myESR #ECR #AZmedCares #AIinRadiology

[AZmed @AZmed_AI]

Diagnostic errors can delay care and frustrate patients. For radiology practices with high volumes of X-rays, maintaining diagnostic accuracy while managing the daily workload is a significant challenge.

@SimonMedImaging, one of the largest outpatient medical imaging providers in the U.S., addressed this by integrating AZmed’s clinically backed AI solution. With AZtrauma, radiologists receive X-rays augmented with AI, which marks potential fractures and other critical findings.

Watch the video to hear what their Chief Innovation Officer, Dr. @SeanRajMD, has to say. To learn more about AZmed's AI Suite, visit us at https://t.co/0XmJI98TGe

#AZmedCares #AIinRadiology #AZtrauma #MedicalImaging #HealthcareAI #RadiologyInnovation

[AZmed @AZmed_AI]

Missed fractures during urgent care visits have been a long-standing and critical issue. Artificial intelligence can be a critical part of the solution to these problems, and the National Institute for Health and Care Excellence @NICEComms has acknowledged AZmed’s Rayvolve® AI software in its early value assessment.

How can Rayvolve® make a difference in your diagnostic workflow:

👉 Improve diagnostic accuracy, minimizing the chance of missed fractures.
👉 Identify subtle fractures quickly, supporting faster patient management.
👉 Provide consistent assistance, particularly during high-demand situations or outside regular hours.

Rayvolve® complements the expertise of medical imaging professionals. It offers an extra layer of support to ensure high standards of care. In the end, patients win with more confident diagnoses and faster results.

Learn more about the NICE assessment: https://t.co/UfkjGD93Ts

Learn more about Rayvolve®: https://t.co/0XmJI98lQG

#Radiology #FractureDetection #AI #Healtchare

[AZmed @AZmed_AI]

#RSNA24 has come to a close.

Thank you to all the radiology professionals, partners, and health innovators who connected with us this past week. Your trust and collaboration inspire us to continue advancing modern radiology with clinically validated AI solutions.

Highlights from this year included a poster presentation by Dr. @SeanRajMD, on pediatric fracture detection; panel discussions hosted by our partners @Blackford and @CARPLai, featuring Julien Vidal and Alexis GUIGNARD; insightful interviews at our booth; new partnerships signed with Calantic, TestDynamics and DeepTek; and our team’s visit to @SimonMedImaging to interview Dr. Sean Raj about AZtrauma's role in improving diagnostic workflows and gaining insights into its implementation at their center.

Thank you for an incredible conference — see you at #RSNA2025!

@RSNA #RSNA #AZmed #AZmedRSNA

[AZmed @AZmed_AI]

It’s the final day at #RSNA2024! If you haven’t had a chance to meet our team of medical AI experts, there’s still time today!

👨‍⚕️ Visit us at Booth #4957 for a demo and learn how the Rayvolve® AI Suite tackles the rising demands in radiology—helping clinicians manage increasing imaging volumes, interpret complex cases more efficiently, and maintain diagnostic precision under time-sensitive conditions.

We are here and ready to connect with you before the conference wraps up! #RSNA2024 #RSNA #AZmed #AZmedRSNA #RSNA24 @RSNA @radiology_rsna

[AZmed @AZmed_AI]

Alfredo from AZmed finished 2nd place at the RSNA 2024 5K Fun Run! 🏃‍♂️ We’re proud to support the @RSNA Research and Education Foundation and its mission to advance radiologic research and education.

Stop by booth #4957 to meet him and chat about how we’re making strides in radiology—both on and off the track!

#RSNA24 #RSNA2024 #RadiologyResearch #AZmed #RandEFoundation #RSNAFunRun #AIinRadiology

[AZmed @AZmed_AI]

Radiologists and imaging professionals work tirelessly to manage increasing workloads, maintain diagnostic precision, and enhance workflows to deliver the best care for their patients.

We at AZmed understand these demands and are here to support you. Our clinically validated AI suite, Rayvolve®, is purpose-built to streamline radiological processes, already benefiting thousands of clinicians worldwide. As Day 3 of #RSNA2024 begins, we invite you to visit us at booth #4957 to learn more about how Rayvolve® can support you and your team in daily practice.

Our team is looking forward to connecting with you. 🤝

@RSNA @radiology_rsna #AZmed #AZmedRSNA #RSNA24 #RSNA2024

[Moshank Relia @ReliaOfficial]

@cloegattoni @AZmed_AI @RSNA 🤩

[AZmed @AZmed_AI]

We are in Chicago for #RSNA and couldn't be more excited to connect with our partners and the medical imaging community.

Radiology today faces significant challenges: overloaded workflows, rising diagnostic demands, and the need for precise, timely decisions. Our clinically validated Rayvolve® AI Suite—trusted by over 2,500 medical centers worldwide—is designed to empower clinicians to navigate these complexities with confidence and efficiency.

We invite you to visit us at Booth #4957 to explore how our solutions can seamlessly integrate into your practice.

🗓️ Dates: December 1–4, 2024
📍Booth Number: 4957

We look forward to meeting you!

@RSNA #AZMED #AZMEDRSNA #RSNA24

[AZmed @AZmed_AI]

At #RSNA2024, AZmed will be participating in key sessions addressing the future of AI and its role in medical imaging. Here's where to follow along:

🎤 Poster Presentation:
1️⃣ "Enhancing Pediatric Fracture Detection: Assessing the Efficiency of a Deep Learning AI Model and Its Impact on Radiologists' Performance"
🗓️ 4th December | ⏰ 12:45 PM |📍Learning Center
Presented by Dr. @SeanRajMD, CIO, SimonMed Imaging

🎤 Panel Discussions:
1️⃣ “Value Propositions of AI Applications within Clinical Settings”
🗓️ 2nd December | ⏰ 11:00 AM |📍Booth #5733, @CARPLai
Featuring Alexis, Sales Executive, AZmed

2️⃣ “Enhance Patient Outcomes and Empowerment with AI”
🗓️ 3rd December | ⏰ 11:00 AM |📍Booth #4729, @Blackford
Featuring Julien Vidal, CEO, AZmed

Stop by our booth #4957 to learn how our Rayvolve® AI Suite can support your clinical practice with increased diagnostic efficiency and improved patient care outcomes.

👉 Book an on-site demo with our team in advance: https://t.co/XIHDbrDCxS

@rsna #RSNA #AZmedRSNA #RSNA24 #Rayvolve

[AZmed @AZmed_AI]

In the lead-up to #RSNA2024, we are revisiting key takeaways from last year's conference.

Dr. Serge Sintzoff from @unilabs, Geneva, explains how Rayvolve® has accelerated diagnostics and significantly reduced patient turnover, as shared in the video below: with the speed and accuracy of initial readings, patients moved quickly through the care pathway—cutting nearly a day or more off each cycle.

👉 If you are attending RSNA this year, meet the AZteam from December 1st to 4th! Book an on-site demo with them in advance: https://t.co/XIHDbrDCxS

@RSNA #RSNA2024 #RSNA #AZmed #AZmedRSNA #RSNA24

[AZmed @AZmed_AI]

AZmed will be at the #RSNA2024 Annual Meeting in Chicago from December 1st to 4th. 🇺🇸

If you are a medical imaging professional attending the event, visit us at booth #4957 to learn how our clinically validated Rayvolve® AI Suite—trusted by over 2,500 medical centers worldwide—can support your team in achieving greater efficiency and delivering consistent, high-quality patient care.

👉 Book an on-site demo with our team in advance: https://t.co/XIHDbrDCxS

@RSNA #RSNA2024 #RSNA #AZmed #AZmedRSNA #Rayvolve #RSNA24

[Moshank Relia @ReliaOfficial]

RT @AZmed_AI: Our AI solution, Rayvolve, has been recognized by the National Institute for Health and Care Excellence (@NICEComms) as a key…

[AZmed @AZmed_AI]

🎉 We are excited to unveil AZmed's new brand identity!

🏥 Over the past five years, we have experienced tremendous growth and significant changes as we continue to raise the bar in diagnostic performance and throughput for medical imaging. The new branding reflects how far we have come and the pioneering work we do for healthcare professionals.

💪 As part of this evolution, our Rayvolve® AI Suite has expanded to include four solutions: AZtrauma, AZchest, AZmeasure, and AZboneageᅳthe latter currently under development. Our portfolio is already in use at more than 2,500 healthcare facilities across over 55 countries, each benefiting from different solutions to transform medical imaging by streamlining workflows, relieving clinicians' workloads, and improving patient care.

🙏 This new chapter is just the beginning, and we're excited about what's to come. Thank you for believing in us, and thank you to our partners, customers, and the broader medical community.

#Radiology #AZmedCares #MedicalImaging