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shehabanwer.bsky.social

@shehabanwer.bsky.social
133 followers 62 following 710 posts
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shehabanwer.bsky.social @shehabanwer.bsky.social · 02/08/2026
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/...
x.com
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
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The Adimension @theadimension.com · 14/07/2026
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.com
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...
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The Adimension @theadimension.com · 14/07/2026
2/ The Adimension's EchoTrace MedGemma models fine-tuned on EchoNet-Dynamic dataset on #HuggingFace — Please visit: huggingface.co/The-Adimensi... #EchoNet #EchoFirst #HealthcareAI
huggingface.co
The-Adimension/EchoTrace-MedGemma-EchoNet · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
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The Adimension @theadimension.com · 14/07/2026
3/ The Adimension's EchoTrace MedGemma models fine-tuned on CAMUS dataset on #HuggingFace — Please visit: huggingface.co/The-Adimensi... #CAMUS #EchoFirst #HealthcareAI
huggingface.co
The-Adimension/EchoTrace-MedGemma-CAMUS · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
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The Adimension @theadimension.com · 14/07/2026
5/ The Adimension: Bridging Human Ingenuity with Machine Intelligence - Introducing the DEITY Principles Framework on: doi.org/10.1093/ehji...
doi.org
The Adimension: bridging human ingenuity and machine intelligence through the DEITY principles framework
In today’s rapidly evolving healthcare landscape, machine intelligence is reshaping human understanding and how we deliver healthcare. The concept of ‘Adim
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The Adimension @theadimension.com · 14/07/2026
4/ Technical discussion and project context on Google's HAI-DEF AI Dev forum: discuss.ai.google.dev/t/atria-echo... #MedGemma #HITL #HealthcareAI
discuss.ai.google.dev
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 ...
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The Adimension @theadimension.com · 14/07/2026
ATRIA-EchoTrace🫀MedGemma-1.5 tuned for echocardiographic tracing of cardiac structures, with a human-in-the-loop revision interface by @theadimension.com — Full resources in the thread below! #MedGemma #EchoFirst #HITL #HealthcareAI
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The Adimension @theadimension.com · 02/08/2026
Follow us on LinkedIn as well as on BlueSky! www.linkedin.com/company/TheA... #AI #Healthcare #TheAdimension
linkedin.com
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.
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The Adimension @theadimension.com · 02/08/2026
Follow us on X as well as on BlueSky! x.com/TheAdimension/ #AI #Healthcare #TheAdimension
x.com
TheAdimension (@TheAdimension) on X
Bridging Human Ingenuity & Machine Intelligence! - ATRIA-EchoTrace: https://t.co/O9wVJd2EJB - VITAI C.E.: https://t.co/zYzBpp4aLh
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shehabanwer.bsky.social @shehabanwer.bsky.social · 30/04/2026
Exciting study🎯 Comment on "Cardiac MR function analysis with DL-based super resolution reconstruction: application in the clinical setting"🌟 by Mahida et al. in #IJCVI.
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Comment on “Cardiac MR function analysis with DL-based super resolution reconstruction: application in the clinical setting”
The International Journal of Cardiovascular Imaging -
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shehabanwer.bsky.social @shehabanwer.bsky.social · 30/04/2026
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!
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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...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 29/04/2026
Curious about #CVImaging 💓 Read 'Multisequence cardiac #WhyCMR tissue characterization of cardiac masses: a retrospective cohort study🌟 by Vallurupalli et al. in #IJCVI.
doi.org
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...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 29/04/2026
New perspectives🔥Comment on "Left ventricular quantification in repaired tetralogy of Fallot: two-dimensional #EchoFirst versus #WhyCMR"🌟 by Jacob et al. in #IJCVI.
doi.org
Comment on “Left ventricular quantification in repaired tetralogy of Fallot: two-dimensional echocardiography versus cardiovascular magnetic resonance”
The International Journal of Cardiovascular Imaging -
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shehabanwer.bsky.social @shehabanwer.bsky.social · 28/04/2026
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.
doi.org
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 -
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shehabanwer.bsky.social @shehabanwer.bsky.social · 28/04/2026
Breaking new ground in #CVImaging🔥Gastro-pericardial fistula with pneumopericardium🌟 by Peralta et al., highlighted in #IJCVI!
doi.org
Gastro-pericardial fistula with pneumopericardium
The International Journal of Cardiovascular Imaging -
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shehabanwer.bsky.social @shehabanwer.bsky.social · 28/04/2026
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!
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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...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 28/04/2026
Outcomes by #WhyCMR in patients with clinically suspected myocardial inflammation🌟—a pivotal contribution by Nagel et al., expanding horizons in #IJCVI!
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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...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 27/04/2026
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!
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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...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 27/12/2025
🫀 Pioneering: Rapidly progressive #coronary atherosclerosis in young male—retrospective advanced CCT at #IJCVI! 🌐
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Rapidly progressive coronary atherosclerosis in a young male: a retrospective advanced CCT phenotype analysis
The International Journal of Cardiovascular Imaging - We present a real-life case of a very young man with multiple risk factors who progressed rapidly from minimally obstructive non-calcified...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 27/12/2025
🫀 Fresh! Reduced peak LA strain association with supraventricular arrhythmia in adult CHD at #IJCVI. 🌐
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Association of reduced peak left atrial strain with supraventricular arrhythmia in adults with congenital heart disease
The International Journal of Cardiovascular Imaging - Atrial arrhythmias are an important cause of morbidity and mortality in adults with congenital heart disease (ACHD). In acquired heart disease,...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 27/12/2025
🫀 Exciting! Correction: Active pulling technique for microcatheter-uncrossable lesions in retrograde CTO PCI at #IJCVI. 🌐
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Correction to: The active pulling technique to solve microcatheter-uncrossable lesions in retrograde chronic total occlusion percutaneous coronary intervention
The International Journal of Cardiovascular Imaging -
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shehabanwer.bsky.social @shehabanwer.bsky.social · 26/12/2025
🫀 Dive into novel angiography-derived absolute #coronary blood flow/resistance index development/validation at #IJCVI! 🌐
doi.org
Development and validation of a novel angiography-derived index of absolute coronary blood flow and resistance
The International Journal of Cardiovascular Imaging - Intracoronary continuous thermodilution has been recently proposed as an invasive method to quantify absolute coronary flow (Qabs) and...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 26/12/2025
🫀 Major progress! Resting segmental speckle tracking strain/rate in stable #CAD & revascularized MI at #IJCVI. 🌐
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Resting segmental speckle tracking strain and strain rate in stable coronary artery disease and revascularized myocardial infarction
The International Journal of Cardiovascular Imaging - Patients with acute coronary artery disease (CAD) exhibit reduced global and regional strain and strain rate (S/SR). However, knowledge about...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 26/12/2025
🫀 Spotlighting selective FFRCT in suspected stable angina clinical practice—initial experiences at #IJCVI. 🌐
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Selective FFRCT testing in suspected stable angina in clinical practice - initial experiences
The International Journal of Cardiovascular Imaging - Coronary CT angiography (CTA) derived fractional flow reserve (FFRCT) is recommended for physiological assessment in intermediate coronary...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 25/12/2025
🫀 New in #IJCVI: Comprehensive cardiac #WhyCMR artifacts review & mitigation. 🌐
doi.org
Comprehensive review of artifacts in cardiac MRI and their mitigation
The International Journal of Cardiovascular Imaging - Cardiac magnetic resonance imaging (CMR) is an important clinical tool that obtains high-quality images for assessment of cardiac morphology,...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 25/12/2025
🫀 Essential: Hypercontractile heart phenotype predictors in chronic CS/HF at #IJCVI—thoughts? 🌐
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Predictors of hypercontractile heart phenotype in patients with chronic coronary syndromes or heart failure
The International Journal of Cardiovascular Imaging - Hypercontractile phenotype (HP) of the left ventricle (LV) is an actionable therapeutic target in patients with chronic coronary syndromes...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 25/12/2025
🫀 Key findings: Early vascular healing post-next-gen DES in NSTE-ACS—randomized OCT EXPECT at #IJCVI. 🌐
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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...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 24/12/2025
🫀 #CVImaging Discover gadolinium-based spectral #YesCCT for #aortic imaging reevaluation at #IJCVI! 🌐
doi.org
Reevaluating aortic imaging: gadolinium-based spectral CT angiography
The International Journal of Cardiovascular Imaging -
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shehabanwer.bsky.social @shehabanwer.bsky.social · 24/12/2025
🫀 Fresh! Myocardial fatty foci on cardiac #WhyCMR in adult tuberous sclerosis at #IJCVI. 🌐
doi.org
Myocardial fatty foci on cardiac MRI in an adult with tuberous sclerosis complex
The International Journal of Cardiovascular Imaging - We report cardiac MRI findings in a 38-year-old female Tuberous sclerosis complex (TSC) patient with regressed rhabdomyomas. Presence of...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 24/12/2025
🫀 Thoughts on LAA closure device migration to aorta? at #IJCVI! 🌐
doi.org
Migration of the left atrial appendage closure device to the aorta
The International Journal of Cardiovascular Imaging - Percutaneous closure of the left atrial appendage may be indicated in patients with contraindications to anticoagulation therapy, for example,...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 23/12/2025
🫀 Spotlighting age-dependent aneurysmal/redundant IAS association with PFO at #IJCVI. 🌐
doi.org
Age-dependent association between aneurysmal and isolated redundant inter-atrial septum with patent foramen ovale
The International Journal of Cardiovascular Imaging - Interatrial septum (IAS) could be redundant by abnormal movement with or without aneurysmal bulging. We aimed to determine the prevalence of...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 23/12/2025
🫀 Dive into recurrence factors analysis in cryoballoon AF ablation—clinical/biomarkers/#EchoFirst at #IJCVI! 🌐
doi.org
Comprehensive analysis of recurrence factors in cryoballoon AF ablation: integrating clinical, biomarkers, and echocardiographic parameters
The International Journal of Cardiovascular Imaging - Atrial fibrillation (AF) poses substantial challenges in cardiovascular diseases, impacting patient health and economic burdens. Understanding...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 23/12/2025
🫀 Dive into donor vessel physiology changes post-CCTA guided CTO PCI—CT-FFR & #AI ischemia at #IJCVI! 🌐
doi.org
Changes in donor vessel physiology following coronary computed tomography angiography guided chronic total occlusion percutaneous coronary intervention: insights from computed tomography fractional flow reserve and artificial intelligence-guided ischemia model
The International Journal of Cardiovascular Imaging - Donor vessel fractional flow reserve (FFR) usually increases following successful chronic total occlusion (CTO) percutaneous coronary...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 22/12/2025
🫀 Breakthrough: Deep learning IVUS image segmentation with temporal consistency at #IJCVI. 🌐
doi.org
Deep learning model for intravascular ultrasound image segmentation with temporal consistency
The International Journal of Cardiovascular Imaging - This study was conducted to develop and validate a deep learning model for delineating intravascular ultrasound (IVUS) images of coronary...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 22/12/2025
🫀 Thoughts on #AI algorithm improving small PE detection on unenhanced CT—retrospective? at #IJCVI! 🌐
doi.org
Improved detection of small pulmonary embolism on unenhanced computed tomography using an artificial intelligence-based algorithm – a single centre retrospective study
The International Journal of Cardiovascular Imaging - To preliminarily verify the feasibility of a deep-learning (DL) artificial intelligence (AI) model to localize pulmonary embolism (PE) on...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 22/12/2025
🫀 Game-changing: Spinal anesthesia impact on cardiac function in euvolemic vascular surgery—#EchoFirst/biomarkers at #IJCVI. 🌐
doi.org
The impact of spinal anesthesia on cardiac function in euvolemic vascular surgery patients: insights from echocardiography and biomarkers
The International Journal of Cardiovascular Imaging - Existing evidence of the effect of spinal anesthesia (SA) on cardiac systolic function is scarce and inconclusive. This study aimed to evaluate...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 21/12/2025
🫀 Innovative: #EchoFirst for RV function & RVVA coupling in TR at #IJCVI. 🌐
doi.org
Echocardiographic assessment of right ventricular function and right ventriculoarterial coupling in tricuspid regurgitation
The International Journal of Cardiovascular Imaging - Echocardiographic evaluation of the cardiopulmonary unit is difficult in case of tricuspid regurgitation (TR) and combined echocardiographic...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 21/12/2025
🫀 Key findings: RV-PA coupling in CRT patients at #IJCVI. 🌐
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Right ventricular-pulmonary artery coupling in patients undergoing cardiac resynchronization therapy
The International Journal of Cardiovascular Imaging - The ratio between tricuspid annular plane systolic excursion (TAPSE) and estimated pulmonary artery systolic pressure (PASP) has been shown to...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 21/12/2025
🫀 Major progress! Myocardial bridging effects on 2D strain during dobutamine stress #EchoFirst at #IJCVI. 🌐
doi.org
The effects of myocardial bridging on two-dimensional myocardial strain during dobutamine stress echocardiography
The International Journal of Cardiovascular Imaging - Myocardial bridging (MB) is a common anatomic variant in coronary arteries with unclear functional significance. We evaluated regional...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 20/12/2025
🫀 Spotlighting myocardial T1/T2/T2* values by age/sex/segments in normals—prospective at #IJCVI. 🌐
doi.org
Analysis of myocardial T1, T2, and T2* values by age, sex, and cardiac segments in normal population: a prospective study
The International Journal of Cardiovascular Imaging - This study examines myocardial T1, T2, and T2* values in a sizable cohort of healthy volunteers, analyzing variations by age, sex, and cardiac...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 20/12/2025
🫀 Must-read: Reconstruction parameters impact on quantitative 99mTc-DPD SPECT/CT in ATTR-CA at #IJCVI. 🌐
doi.org
The impact of different reconstruction parameters on quantitative 99mTc-DPD SPECT/CT values in the assessment of cardiac transthyretin amyloidosis
The International Journal of Cardiovascular Imaging - To assess in a phantom and in a clinical study the influence of different reconstruction parameters on quantitative SPECT/CT values in the...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 20/12/2025
🫀 Innovative: HOCM-LVOT shapes & hemodynamic influences via CMR at #IJCVI. 🌐
doi.org
Hypertrophic obstructive cardiomyopathy-left ventricular outflow tract shapes and their hemodynamic influences applying CMR
The International Journal of Cardiovascular Imaging - Hypertrophic cardiomyopathy (HCM) is one of the most common genetic cardiac disorders and is characterized by different phenotypes of left...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 19/12/2025
🫀 Exciting: 18F-FDG PET-MR #aortic inflammation in ApoE-/- models—Western diet vs. uremia at #IJCVI. 🌐
doi.org
18F-fluorodeoxyglucose PET-MR characterization of aortic inflammation in ApoE−/− mouse models of accelerated atherosclerosis: comparison of Western diet vs. uremia
The International Journal of Cardiovascular Imaging - ApoE−/− mice are a widely used preclinical model of atherosclerosis, potentially accelerated by a Western diet (WD) or uremia. We...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 19/12/2025
🫀 Major progress! Cardiac decompression & RV function improvement post-bar removal in pectus excavatum at #IJCVI. 🌐
doi.org
Cardiac decompression and right ventricular function improvement after bar removal in patients with pectus excavatum
The International Journal of Cardiovascular Imaging - Pectus excavatum, the most frequent malformation of the chest wall, has been related to cardiac compression and exercise intolerance. Cardiac...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 19/12/2025
🫀 Leading: Multi-modality imaging assessing rheumatic MS severity at #IJCVI. 🌐
doi.org
Multi-modality imaging to assess rheumatic mitral stenosis severity
The International Journal of Cardiovascular Imaging - Multi-modality imaging is the recommended approach to assess the severity of valvular heart diseases. Rheumatic mitral stenosis (MS), however,...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 18/12/2025
🫀 Curious? #radiomics ML models for LAA hypercoagulability via CCTA at #IJCVI. 🌐
doi.org
Radiomics prediction models of left atrial appendage hypercoagulability based on machine learning algorithms: an exploration about cardiac computed tomography angiography imaging
The International Journal of Cardiovascular Imaging - Transesophageal echocardiography (TEE) is the standard method for diagnosing left atrial appendage (LAA) hypercoagulability in patients with...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 18/12/2025
🫀 Fresh! Left vs. right carotid IMT—age/gender/CVRF differential impact at #IJCVI. 🌐
doi.org
Left versus right carotid artery IMT: differential impact of age, gender, and cardiovascular risk factors
The International Journal of Cardiovascular Imaging - Carotid artery intima-media thickness (IMT), an important clinical marker of atherosclerosis, is used widely in screening for cardiovascular...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 18/12/2025
🫀 Curious? Phenotypic-genetic links in LVOT obstruction HCM via CMR at #IJCVI. 🌐
doi.org
Evaluation of potential links between phenotypic features and genetic variants in left ventricular outflow tract obstruction in hypertrophic cardiomyopathy using cardiovascular magnetic resonance imaging
The International Journal of Cardiovascular Imaging - This study aimed to identify the phenotypic features contributing to the development of left ventricular outflow tract obstruction (LVOTO) in...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 17/12/2025
🫀 Transformative: Myocardial ECV measurement via cardiac #YesCCT at #IJCVI! 🌐
doi.org
Myocardial extracellular volume measurement using cardiac computed tomography
The International Journal of Cardiovascular Imaging - Myocardial fibrosis is a common endpoint of many cardiac diseases and increasingly recognized as a predictor of heart failure, arrhythmia, and...
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shehabanwer.bsky.social @shehabanwer.bsky.social · 17/12/2025
🫀 Essential: High/ultra-high-res photon counting #YesCCT for #CAD detection in #TAVI eval at #IJCVI—thoughts? 🌐
doi.org
Diagnostic performance of high and ultra-high-resolution photon counting CT for detection of coronary artery disease in patients evaluated for transcatheter aortic valve implantation
The International Journal of Cardiovascular Imaging - We assessed the diagnostic performance of both ultra-high-resolution (UHR) and high-resolution (HR) modes of photon-counting detector (PCD)-CT...
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