#braintumor scientific session now underway The American Society of Neuroradiology - off to a great start with 2 (!) talks by Sara Merkaj from Mariam Aboian’s lab Yale Department of Radiology & Biomedical Imaging elegantly demonstrating the value of ML integration in glioma dx and prognostication.

Sara Merkaj Irene Dixe de Oliveira Santo, MD, CIIP Mariam Aboian Great trio of sequential talks - PACS native AI algo embedding (including your own home grown algo), PyRadiomics, DICE, and more. It’s here now! #ASNR22 The American Society of Neuroradiology #AIAccelerator Visage Imaging

Our latest publication on challenges and opportunities for clinical translation of ML tools for image-based glioma grading is available online: mdpi.com/2072-6694/14/1… #mdpicancers via Cancers MDPI Immensely grateful to Mariam Aboian Ryan Bahar, MD (he/him) & team for their support!

Future directions for the #ML #Glioma field with focus on #OpenScience #DataSharing #FederatedLearning and Development of tools that allow annotation of images in clinical practice, such as #PACS based tools we are developing in our lab. Sara Merkaj Ryan Bahar, MD (he/him) Yale School of Medicine

Ryan Bahar, MD (he/him) & Sara Merkaj showed to me what a true cohesive team works like. They support each other & their lab, collaborate, & share info. They are brilliant and are the hardest working #MedicalStudents I have ever met! Future of #Radiology and #Neurosurgery is very bright!

🙏Thanks to Sara Merkaj, Ryan Bahar, MD (he/him), Mariam Aboian, & co-authors for including me on this inter-institutional, international, collaborative #AI/#ML publication!

👏 Yale School of Medicine Yale Department of Radiology & Biomedical Imaging Yale Program for Innovation in Imaging Informatics team & Ming Lin Khaled Bousabarah on 5 posters at #SIIM22! hubs.la/Q01d2Rz20 Also, 👏 to these Visage customers for their posters: MedStar Health (2) NYU Langone Health Department of Radiology (1) & Mayo Clinic Radiology (4) SIIM Mariam Aboian #BTRG

This Saturday, don't miss 3 virtual presentations from Yale School of Medicine's Sara Merkaj (2) and Tej Verma (1) at #SIIM22! hubs.la/Q01d8Bkr0 #VisageAIAccelerator #PlatformForTheFuture #PoweredBySpeed #BTRG Mariam Aboian Ming Lin SIIM

Exciting session about to happen SIIM with Sara Merkaj & Tej Verma presenting their work on PACS-integrated #AI tools for incorporation of AI into clinical practice Yale Department of Radiology & Biomedical Imaging #SIIM22 Ichiro Ikuta, MD, MMSc Ming Lin

Sara Merkaj describing the methods for generation of large annotated datasets in clinical practice in PACS Yale Department of Radiology & Biomedical Imaging SIIM #SIIM22 Ming Lin Ichiro Ikuta, MD, MMSc

Sara Merkaj presenting implementation of #ML for classification of glioma tumor grade into clinical practice. PACS-based #ML tools allow rapid and workflow efficient clinical translation. SIIM #SIIM22 Yale Department of Radiology & Biomedical Imaging Ming Lin Ichiro Ikuta, MD, MMSc #clinicaltrials

Identifying clinically applicable machine learning algorithms for glioma segmentation: recent advances and discoveries academic.oup.com/noa/advance-ar… Niklas TIllmanns Avery Lum Gabriel Cassinelli Sara Merkaj Tej Verma Ryan Bahar, MD (he/him)

It's such an honor to see our research amplified! Thank you so much AuntMinnie.com for featuring our work, Visage Imaging for this amazing collaboration and Mariam Aboian Yale Department of Radiology & Biomedical Imaging for the unconditional support!

Join us next week on Wednesday, 7/20, at 4:00 pm EDT for #ASNR's free webinar: #Neurographics Case Conversations: Deciphering the Clinical Trials of Immunotherapy in Glioblastoma: What a Neuroradiologist Needs to Know. Get the details and register now: ow.ly/2gB450JWahn

Visage Imaging SIIM Where 1+1>2. Teamwork at its best with Mariam Aboian Ichiro Ikuta, MD, MMSc Sara Merkaj Tej Verma Irene Dixe de Oliveira Santo, MD, CIIP Niklas TIllmanns @marcvonreppert Jan Lost Leon Jekel Yale Department of Radiology & Biomedical Imaging Yale Program for Innovation in Imaging Informatics #ImagineQuant #BTRG #MachineLearning #DeepLearning #AI

About to happen! #ImagineQuant in action! The Eastern Neuroradiological Society The American Society of Neuroradiology Yale Department of Radiology & Biomedical Imaging Yale Cancer Center #Databases and #METADATA in clinical #AI implementation!

So lucky to work with fantastic medical students to study the biology of brain tumors @marcvonreppert Sara Merkaj Leon Jekel Niklas TIllmanns Jan Lost Yale Department of Radiology & Biomedical Imaging with Ming Lin Khaled Bousabarah #ASFNR22 #ASNR22 #AI #Workshop Center for AI and Digital Policy (CAIDP) @sairaallapeikko Greg Zaharchuk

(1/4) Thanks to American Society of Functional Neuroradiology for this fantastic meeting, it was a really great opportunity for education and meeting new people. Even though #ASFNR22 is over, there is still time to review our abstract on automatic segmentation of gliomas in PACS in the #Whova app.

Guiding research can be a mix of terrifying/awesome, but if you focus on finding the best in #students & create a welcoming environment, the spark in the eyes will illuminate the way! #gratitude #peoplematter #studentsareourfuture #pureheart #growingtogether #ImagineQuant

After extensive reviews!-Clinical implementation of artificial intelligence in neuroradiology with development of a novel workflow-efficient picture archiving and communication system-based automated brain tumor segmentation and radiomic feature extraction frontiersin.org/articles/10.33…