🫀 How is machine learning improving long-term risk prediction after STEMI? Dr. Sara Momtazmanesh, MD, highlights a new machine learning model integrating clinical and cardiac MRI features to predict major adverse cardiovascular events (MACE) after STEMI, including: 💡 A LightGBM model outperformed traditional GRACE and TIMI scores for predicting long-term MACE 📊 Advanced MRI markers such as infarct size, microvascular obstruction, RV strain, and atrial remodeling 🤖 Machine learning models capable of identifying high-risk patients years before recurrent events 📈 A vendor-independent, externally validated framework for personalized post-STEMI risk stratification 📖 Read the full blog here: acoredu.com/machine-learning… #MachineLearning #CardiacMRI #Cardiology #STEMI #MedicalImaging #RadTwitter #MedTwitter @ElsayesKhaled @SMomtazmanesh @SheriefGhozy

🩺 What can ultrasound reveal in patients with renovascular hypertension? Join Dr. Margarita Revzin, MD, MS, FAIUM, for an ACORE Webinar on Ultrasound in Renovascular Hypertension. 🗓️ Thursday, June 25 |⏰ 12:00 PM CST ⚡ Limited spots available — register now! us02web.zoom.us/webinar/regi… #Radiology #RSSA #NuclearMedicine #MedEd #RadiologyEducation #RadTwitter #MedicalImaging #Webinar #MedicalEducation #Medblend #MedEd #radmeded #radiology #mentorship #coaching #residency #medstudent #IMG #meded #nrmp #MedTwitter #radresidents #radres #Match2026 @ElsayesKhaled @rssafeed @MelinaHosseiny @KateHanneman @AhmedTaherMD @ayakamaya @Ahmed_E_Salem @AndrewTroutMD @ProfPetralia @josealejandrobv @chemshift1

🚨 Starting in 2 hours! Breast Diagnostic Problem-Solving: What the Heck Is That? 🎤 Speaker: Priscilla J. Slanetz, MD, MPH 🎙️Moderator: Karla Sepulveda, M.D. ⏰ 12:00 PM CST ⚡ Limited spots available — register now! us02web.zoom.us/webinar/regi… #Radiology #RSSA #NuclearMedicine #MedEd #RadiologyEducation #RadTwitter #MedicalImaging #Webinar #MedicalEducation #Medblend #MedEd #radmeded #radiology #mentorship #coaching #residency #medstudent #IMG #meded #nrmp #MedTwitter #radresidents #radres #Match2026 @ElsayesKhaled @rssafeed @MelinaHosseiny @KateHanneman @AhmedTaherMD @ayakamaya @Ahmed_E_Salem @AndrewTroutMD @ProfPetralia @josealejandrobv @chemshift1

🚨 Tomorrow: decode challenging breast imaging findings 🎯 Join the next ACORE Webinar Series: 🖥️ Breast Diagnostic Problem-Solving: What the Heck Is That? Speaker: Priscilla J. Slanetz, MD, MPH Moderator: Karla Sepulveda, M.D. 🗓️Thursday, June 4 | ⏰ 12:00 PM CST ⚡Limited spots available — register now: us02web.zoom.us/webinar/regi… #Radiology #RSSA #NuclearMedicine #MedEd #RadiologyEducation #RadTwitter #MedicalImaging #Webinar #MedicalEducation #Medblend #MedEd #radmeded #radiology #mentorship #coaching #residency #medstudent #IMG #meded #nrmp #MedTwitter #radresidents #radres #Match2026 @ElsayesKhaled @rssafeed @MelinaHosseiny @KateHanneman @AhmedTaherMD @ayakamaya @Ahmed_E_Salem @AndrewTroutMD @ProfPetralia @josealejandrobv @chemshift1

💻 In a few days: tackle the “What the Heck Is That?” breast imaging cases. 🎓 Join the next ACORE Webinar Series: ✨ “Breast Diagnostic Problem-Solving: What the Heck is That?” 🎤 Priscilla J. Slanetz, MD, MPH Expert in Breast Imaging and Women’s Imaging 🗓️ Thursday, June 4 ⏰ 12:00 PM CST ⚠️ Limited spots available - Register now: us02web.zoom.us/webinar/regi… #Radiology #RSSA #NuclearMedicine #MedEd #RadiologyEducation #RadTwitter #MedicalImaging #Webinar #MedicalEducation #Medblend #MedEd #radmeded #radiology #mentorship #coaching #residency #medstudent #IMG #meded #nrmp #MedTwitter #radresidents #radres #Match2026 @ElsayesKhaled @rssafeed @MelinaHosseiny @KateHanneman @AhmedTaherMD @ayakamaya @Ahmed_E_Salem @AndrewTroutMD @ProfPetralia @josealejandrobv @chemshift1

🤝 Mentorship = Legacy. 🚨 Join the ACORE Radiology Mentorship Program and help shape the future of radiology. 🧭 Led by Dr. Khaled Elsayes 🔗 Apply here: surveymonkey.com/r/ZXS87GX #Radiology #RSSA #NuclearMedicine #MedEd #RadiologyEducation #RadTwitter #MedicalImaging #MedicalEducation #Medblend #radmeded #mentorship #coaching #residency #medstudent #IMG #nrmp #MedTwitter #radresidents #radres #Match2026 #CallForMentors @ElsayesKhaled @rssafeed @MelinaHosseiny @KateHanneman @AhmedTaherMD @ayakamaya @Ahmed_E_Salem @AndrewTroutMD @ProfPetralia @josealejandrobv @chemshift1

🖥️ Not every breast imaging case is straightforward. 🎓 Join the next ACORE Webinar Series: ✨ “Breast Diagnostic Problem-Solving: What the Heck is That?”🤔 🎤 Priscilla J. Slanetz, MD, MPH Expert in Breast Imaging and Women’s Imaging 🗓️ Thursday, June 4 ⏰ 12:00 PM CST ⚠️ Limited spots available - Register now: us02web.zoom.us/webinar/regi… #Radiology #RSSA #NuclearMedicine #MedEd #RadiologyEducation #RadTwitter #MedicalImaging #Webinar #MedicalEducation #Medblend #MedEd #radmeded #radiology #mentorship #coaching #residency #medstudent #IMG #meded #nrmp #MedTwitter #radresidents #radres #Match2026 @ElsayesKhaled @rssafeed @MelinaHosseiny @KateHanneman @AhmedTaherMD @ayakamaya @Ahmed_E_Salem @AndrewTroutMD @ProfPetralia @josealejandrobv @chemshift1

🚨 Ever looked at a breast imaging case and thought: “What the heck is that?” 🎓 Join us for the next ACORE Webinar Series: “Breast Diagnostic Problem-Solving: What the Heck is That?” 🎤 Speaker: Priscilla J. Slanetz, MD, MPH Expert in Breast Imaging and Women’s Imaging 🗓️ Thursday, June 4 |⏰ 12:00 PM CST ⚠️ Spots are limited — register here: us02web.zoom.us/webinar/regi… #Radiology #RSSA #NuclearMedicine #MedEd #RadiologyEducation #RadTwitter #MedicalImaging #Webinar #MedicalEducation #Medblend #MedEd #radmeded #radiology #mentorship #coaching #residency #medstudent #IMG #meded #nrmp #MedTwitter #radresidents #radres #Match2026 @ElsayesKhaled @rssafeed @MelinaHosseiny @KateHanneman @AhmedTaherMD @ayakamaya @Ahmed_E_Salem @AndrewTroutMD @ProfPetralia @josealejandrobv @chemshift1

🚨 Only 3 Hours Left! Functional Adrenal Masses webinar starts soon. 🎙 Featuring Dr. Khaled Elsayes, MD 🤝 In collaboration with the Radiological Society of Saudi Arabia (RSSA)🇸🇦 🎙 Moderator: Dr. Mindy Wang, MD ⏳ Limited spots remaining 🔗 Register here: us02web.zoom.us/webinar/regi… ⏰ 11:00 AM CDT | 07:00 PM KSA🇸🇦 #Radiology #RSSA #NuclearMedicine #MedEd #RadiologyEducation #RadTwitter #MedicalImaging #Webinar #MedicalEducation #Medblend #MedEd #radmeded #radiology #mentorship #coaching #residency #medstudent #IMG #meded #nrmp #MedTwitter #radresidents #radres #Match2026 @ElsayesKhaled @rssafeed @MelinaHosseiny @KateHanneman @AhmedTaherMD @ayakamaya @Ahmed_E_Salem @AndrewTroutMD @ProfPetralia @josealejandrobv @chemshift1

🚨 Happening Tomorrow — Functional Adrenal Masses Webinar! ❗Don’t miss this opportunity to learn from two leading names in radiology education. 🎙Dr. Khaled Elsayes, MD 🤝the Radiological Society of Saudi Arabia (RSSA)🇸🇦 🗓 May 16 | ⏰ 11:00 AM CST (07:00 PM KSA🇸🇦) Spots are limited — register now to secure your place. us02web.zoom.us/webinar/regi… #Radiology #RSSA #NuclearMedicine #MedEd #RadiologyEducation #RadTwitter #MedicalImaging #Webinar #MedicalEducation #Medblend #MedEd #radmeded #radiology #mentorship #coaching #residency #medstudent #IMG #meded #nrmp #MedTwitter #radresidents #radres #Match2026 @ElsayesKhaled @rssafeed @MelinaHosseiny @KateHanneman @AhmedTaherMD @ayakamaya @Ahmed_E_Salem @AndrewTroutMD @ProfPetralia @josealejandrobv @chemshift1

🤔 What is the most common functional adrenal mass? 👇 Share your answer in the comments before the webinar. Want to deepen your understanding of Functional Adrenal Masses? 🎙 Join Dr. Khaled Elsayes, MD 🤝 In collaboration with the Radiological Society of Saudi Arabia (RSSA) 🗓 May 16 | ⏰ 11:00 AM CST (07:00 PM KSA) ⏳ Spots are limited. 🔗 Register here: us02web.zoom.us/webinar/regi… #Radiology #RSSA #NuclearMedicine #MedEd #RadiologyEducation #RadTwitter #MedicalImaging #Webinar #MedicalEducation #Medblend #MedEd #radmeded #radiology #mentorship #coaching #residency #medstudent #IMG #meded #nrmp #MedTwitter #radresidents #radres #Match2026 @ElsayesKhaled @rssafeed @MelinaHosseiny @KateHanneman @AhmedTaherMD @ayakamaya @Ahmed_E_Salem @AndrewTroutMD @ProfPetralia @josealejandrobv @chemshift1

🚨 FUNCTIONAL ADRENAL MASSES Don’t miss the upcoming ACORE Webinar Series session. 🎙 Featuring Dr. Khaled Elsayes, MD 🤝 In collaboration with the Radiological Society of Saudi Arabia (RSSA) 🗓 May 16 | ⏰ 11:00 AM CST (07:00 PM KSA) ⏳ Spots are limited — register early to secure your place. 🔗 Register here: us02web.zoom.us/webinar/regi… #Radiology #RSSA #NuclearMedicine #MedEd #RadiologyEducation #RadTwitter #MedicalImaging #Webinar #MedicalEducation #Medblend #MedEd #radmeded #radiology #mentorship #coaching #residency #medstudent #IMG #meded #nrmp #MedTwitter #radresidents #radres #Match2026 @ElsayesKhaled @rssafeed @MelinaHosseiny @KateHanneman @AhmedTaherMD @ayakamaya @Ahmed_E_Salem @AndrewTroutMD @ProfPetralia @josealejandrobv @chemshift1

🚨 2 HOURS LEFT. ✨Some opportunities are too good to miss. 🔥 Join internationally recognized radiologist Dr. Khaled Elsayes live for a special session on mentorship, leadership, and success in radiology. 🎙 Moderator: Dr. Mindy Wang, MD ⏳ Starting soon — limited spots remaining 🔗 Register here: us02web.zoom.us/webinar/regi… #Mentorship #RadiologyResident #Leadership #MedTwitter #MedicalEducation #MedEd #radmeded #radiology #coaching #residency #medstudent #IMG #nrmp #radresidents #radres #Match2026 #Match2027

🚨 Tomorrow at 12 PM CST. Don’t miss this opportunity to join Dr. Khaled Elsayes live. A powerful session on mentorship, leadership, and success in radiology. 🔥 ⏳ Final spots remaining 🔗 Register here: us02web.zoom.us/webinar/regi… #Mentorship #RadiologyResident #Leadership #MedTwitter #MedicalEducation #MedEd #radmeded #radiology #coaching #residency #medstudent #IMG #nrmp #radresidents #radres #Match2026 #Match2027

🚨 Few days left to register! This is more than a webinar — it’s a chance to connect with Dr. Khaled Elsayes and gain insights on mentorship, leadership, and success in radiology.🔥 One session. Career-changing insights. ⏳ Limited spots available 🗓 Saturday, May 9 ⏰ 12:00 PM CST 🔗 Register here: us02web.zoom.us/webinar/regi… #Radiology #Mentorship #MedTwitter #FOAMRad #RadiologyResident #MedicalEducation #Leadership #RadiologyLife #IMG #AMG

⏳ May 9 is almost here. Join Dr. Khaled Elsayes in one of the most anticipated lectures on mentorship in radiology. Mentorship = Legacy 📅 Saturday, May 9th 🕒 12:00 PM CST 🎯 Save your spot: us02web.zoom.us/webinar/regi… #Radiology #NuclearMedicine #MedEd #RadiologyEducation #RadTwitter #MedicalImaging #Webinar

🚨 Upcoming Webinar! 📌 Functional Adrenal Masses 🎤 Khaled M. Elsayes, MD (MD Anderson) 🗓 May 16 ⏰ 11 AM CST | 7 PM KSA Organized by ACORE in collaboration with the Radiological Society of Saudi Arabia. ⚠️ Limited spots — register now: us02web.zoom.us/webinar/regi… #Radiology #MedEd #ACORE #RSSA

🚨 Webinar Alert! Mentorship = Legacy: From Learning to Leading in Radiology Join us for an inspiring session with Dr. Khaled M. Elsayes, MD—Professor of Radiology & MD Anderson Distinguished Educator—as he shares insights on mentorship, growth, and leadership in radiology. 📅 Saturday, May 9 ⏰ 12:00 PM CST Don’t miss this opportunity to learn from a leader shaping the future of radiology. 🔗 Register now: us02web.zoom.us/webinar/regi… #Radiology #MedicalEducation #Mentorship #Leadership #ACORE