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@shehabanwer.bsky.social

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@shehabanwer.bsky.social · 2mo ago

Have you ever spent hours manually tracing endocardial borders for daily clinical practice or a massive core-lab dataset ? 🫀 Then read our article on X, you'll immediately relate to our ATRIA-EchoTrace within nature of our practice, whether clinical, research, or technical! x.com/ShehabAnwer/...

Shehab Anwer, MD (@ShehabAnwer) on X

One cardiologist & One Model to turn AI outputs into a better engine to clinical data, a smarter models, and a faster workflow: Meet ATRIA-EchoTrace! https://t.co/em5NCzoucT

x.com

The Adimension@theadimension.com · 3mo ago

1/ Full codebase and Colab notebook: github.com/The-Adimensi... Includes the complete pipeline for preprocessing, QLoRA fine-tuning, inference, and the interactive human-in-the-loop revision UI. #HITL #MedGemma #OpenSource

GitHub - The-Adimension/ATRIA-EchoTrace: Fine-tune MedGemma-1.5-4B-it (via QLoRA) to output polygon coordinates for tracing the cardiac chambers on echocardiographic frames. More info at: https://disc...

Fine-tune MedGemma-1.5-4B-it (via QLoRA) to output polygon coordinates for tracing the cardiac chambers on echocardiographic frames. More info at: https://discuss.ai.google.dev/t/atria-echotrace-fi...

github.com

The Adimension@theadimension.com · 3mo ago

4/ Technical discussion and project context on Google's HAI-DEF AI Dev forum: discuss.ai.google.dev/t/atria-echo... #MedGemma #HITL #HealthcareAI

ATRIA | EchoTrace: Fine-Tuning MedGemma 1.5 for Polygon-Based Heart Structure Contouring

Esteemed HAI-DEF & MedGemma Team, I’m Shehab Anwer, a cardiologist. I recently shared some of my progress with Rory Pilgrim, who kindly suggested I post here to connect with the right folks for your ...

discuss.ai.google.dev

The Adimension@theadimension.com · 2mo ago

Follow us on LinkedIn as well as on BlueSky! www.linkedin.com/company/TheA... #AI #Healthcare #TheAdimension

The Adimension | LinkedIn

The Adimension | 87 followers on LinkedIn. Bridging human ingenuity & machine intelligence | The Adimension aspires to create a transformative service in healthcare, where machines and humans collaborate seamlessly within an integrated ecosystem. Central to this vision are the DEITY Principles —Data, Ethics, Informatics, Technology, and You— each playing a pivotal role in shaping a partnership that benefits patients, researchers, and healthcare providers while establishing the foundation for sustainable innovation through inclusive, modular, resource-conscious, and infrastructure-agnostic solutions that harmonize human ingenuity with technological advancements driven by human-machine interoperability, altogether enabling the artificial intelligence transformation into Adimensional Intelligence. The DEITY Principles: —Data principle represents the foundation for insights into collaboration, and drive solutions.

linkedin.com

@shehabanwer.bsky.social · 5mo ago

The latest research by Padda et al. explores 'Multimodal imaging in left main and bifurcation revascularization: contemporary evidence and comparative modalities review🌟. Dive deeper in #IJCVI!

Multimodal imaging in left main and bifurcation revascularization: contemporary evidence and comparative modalities review

The International Journal of Cardiovascular Imaging - Left main (LM) and bifurcation coronary artery disease (CAD) are anatomically complex lesions which require detailed planning and precise...

doi.org

@shehabanwer.bsky.social · 5mo ago

Curious about #CVImaging 💓 Read 'Multisequence cardiac #WhyCMR tissue characterization of cardiac masses: a retrospective cohort study🌟 by Vallurupalli et al. in #IJCVI.

Multisequence cardiac MRI tissue characterization of cardiac masses: a retrospective cohort study

The International Journal of Cardiovascular Imaging - Cardiac masses comprise diverse neoplastic and non-neoplastic lesions requiring precise non-invasive evaluation. This study evaluates the...

doi.org

@shehabanwer.bsky.social · 5mo ago

Exciting study🎯 Predominantly diastolic coronary narrowing caused by iatrogenic left main dissection: deferral of stenting by combined angiographic- and ultrasound-based functional assessment🌟 by Ágoston et al. in #IJCVI.

Predominantly diastolic coronary narrowing caused by iatrogenic left main dissection: deferral of stenting by combined angiographic- and ultrasound-based functional assessment

The International Journal of Cardiovascular Imaging -

doi.org

@shehabanwer.bsky.social · 5mo ago

Explore 'Reduced atrial conduit strain and abnormal diastolic filling are associated with fontan-associated liver disease🌟, the latest in groundbreaking research by Weller et al. Read it in #IJCVI!

Reduced atrial conduit strain and abnormal diastolic filling are associated with fontan-associated liver disease

The International Journal of Cardiovascular Imaging - The Fontan circulation is characterized by chronically elevated central venous pressure, and patients with this circulation are at risk for...

doi.org

@shehabanwer.bsky.social · 5mo ago

Outcomes by #WhyCMR in patients with clinically suspected myocardial inflammation🌟—a pivotal contribution by Nagel et al., expanding horizons in #IJCVI!

Outcomes by cardiovascular magnetic resonance in patients with clinically suspected myocardial inflammation

The International Journal of Cardiovascular Imaging - Myocardial inflammation is a key driver of adverse outcomes; yet its clinical recognition remains challenging because of heterogeneous...

doi.org

@shehabanwer.bsky.social · 5mo ago

Giant left atrial appendage closure with the 40 mm watchman FLX pro: overcoming challenging anatomy and transseptal access🌟 by Romano et al. brings a fresh perspective to #CVImaging. Read it now in #IJCVI!

Giant left atrial appendage closure with the 40 mm watchman FLX pro: overcoming challenging anatomy and transseptal access

The International Journal of Cardiovascular Imaging - Percutaneous left atrial appendage (LAA) closure in giant anatomies remains a clinical challenge, especially when associated with suboptimal...

doi.org

@shehabanwer.bsky.social · 9mo ago

🫀 Key findings: Early vascular healing post-next-gen DES in NSTE-ACS—randomized OCT EXPECT at #IJCVI. 🌐

Early vascular healing after neXt-generation drug-eluting stent implantation in Patients with non-ST elevation acute Coronary syndrome: a randomized optical coherence Tomography imaging study (EXPECT)

The International Journal of Cardiovascular Imaging - Early vascular healing after drug-eluting stent (DES) implantation is associated with better outcomes and lower incidence of in-stent...

doi.org