Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition • 09-14 May 2026
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365-04-001.
Uterine Cavity Distortion as the Significant Risk Factor for Anemia in Uterine Leiomyomas
Impact: This study
identified fibroid-induced uterine cavity compression as the independent
predictor of anemia and suggested that fibroid-related mechanical distortion of
the uterine cavity may contribute to menorrhagia and anemia, providing
morphological insight into symptom development.
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365-04-002.
The uterus is a 3D organ: Enhancing Uterine Visualization with Slice-to-Volume Reconstruction at 0.55 T
Impact: This pilot demonstrates the feasibility of uterine slice-to-volume reconstruction at 0.55T for isotropic 3D imaging from 2D T2-weighted stacks. Improved visualization and quantitative assessment of uterine layers may enhance diagnostic reliability and support consistent evaluation of adenomyosis and related conditions.
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365-04-003.
Interpretable machine learning model for differentiating US from ALM based on conventional MRI features and radiomics
Impact: Interpretable ML models integrating MRI biomarkers and radiomics provides clinically actionable tool for preoperative differentiation of US and ALM. This framework bridges the "black-box" gap in ML through SHAP, empowering clinicians to formulate precise interventions, such as appropriate surgical planning.
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365-04-004.
Towards fast uterine MRI to assess anatomy and peristalsis: a 0.55T study
Impact: Spiral MRI at 0.55T enables robust static and dynamic uterine imaging with improved motion resilience and reduced distortions compared to Cartesian and EPI acquisitions, offering a promising tool for assessing uterine peristalsis and thus advancing functional gynecological MRI applications.
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365-04-005.
Evaluation of Conventional MRI Sequences for Diagnosing Intrauterine Adhesions
Impact: This work establishes evidence for MRI-based evaluation of intrauterine adhesions, enabling standardized diagnostic criteria and encouraging the integration of advanced imaging analytics and AI models to refine noninvasive assessment and enhance reproductive healthcare outcomes.
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365-04-006.
Diving deep into uterine layers - quantitative uterine diffusion MRI at 0.55T
Impact: Uterine diffusion MRI at 0.55T enabled robust, noninvasive characterization of uterine microstructure. Distinct ADC and IVIM signatures across layers and subject groups reveal physiological, hormonal, and pathological alterations, supporting improved diagnosis and monitoring of uterine disorders.
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365-04-007.
Dynamic-Causal ViT: Dynamic and Explainable Evaluation of Chemoradiotherapy Response in Cervical Cancer Using Multi-Temporal
Impact: Dynamic-Causal ViT enables early, interpretable prediction of chemoradiotherapy response in cervical cancer. By visualizing evolving MRI biomarkers, it supports individualized treatment adjustment and opens new directions for dynamic, explainable AI in oncologic imaging.
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365-04-008.
Evaluation of the relationship between velocity-encoding direction and liver perfusion quantification in VSASL
Impact: Our findings indicate
VSASL hepatic perfusion estimates are broadly robust to venc direction, but
z-direction acquisitions show motion-related bias in the upper liver. Selecting
non-z venc directions and implementing cardiac gating may improve accuracy and
reliability for perfusion quantification.
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365-04-009.
Deep Learning Analysis of Breast Diffusion MRI for Cancer Assessment Using Biophysically Informed Signal Representations
Impact: DKI and non-Gaussian parametric maps (sADC, ADC₀, K) may improve CNN diagnostic performance for breast lesion classification, demonstrating the effectiveness of a hybrid AI+model based approach over a simple multi-b-value raw signal AI approach.
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365-04-010.
Optimization of Acquisition Parameters in Sonic DL–Accelerated LAVA-FLEX: Effects of Slice Partial Fourier and Z-Resolution
Impact: Sonic
DL-accelerated LAVA-FLEX improves SNR and image quality compared with
non-DLR LAVA-FLEX. Combining Sonic DL with slice partial Fourier and
Z-resolution provides an optimal balance among scan efficiency—achieving faster acquisition without compromising quality—highlighting its potential for routine abdominal MRI applications.
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365-04-011.
Clinical Value of Multiparametric Quantitative Contrast Imaging (MTP) in Differentiating Benign and Malignant Prostate Nodule
Impact: MTP provides objective quantitative data for accurate differentiation of benign and malignant prostate nodules. Its combination with PI-RADS V2.1 significantly enhances diagnostic efficacy, supporting its role as a valuable tool for prostate imaging in clinical practice.
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365-04-012.
Imaging Classification, Pathological Features and Prognostic Analysis of Hepatocellular Carcinoma with Hepatobiliary Phase Hy
Impact: HBP hyperintensity on Gd-EOB-DTPA MRI identifies a less aggressive HCC subtype with favorable pathology and prognosis, serving as a valuable imaging biomarker for recurrence prediction and individualized postoperative management.
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365-04-013.
Diagnostic Value of APT Imaging and Multiparametric MRI in Differentiating Benign and Malignant Breast Lesions
Impact: Multiparametric MRI integrating APT, DWI, and TIC enhances
noninvasive differentiation of benign and malignant breast lesions. This
approach may improve early diagnosis, guide clinical management, and prompt
further research on imaging biomarkers linked to tumor biology and treatment
response.
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365-04-014.
Development and validation study of modified non-contrast O-RADS MRI scoring system for adnexal masses diagnosis
Impact: The modified non-contrast O-RADS MRI scoring system
attributes to risk stratification of adnexal masses especially for patients who
were unable to undergo contrast agent injection. The system provides a reliable
tool to optimize treatment strategies and improve patient outcomes.
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365-04-015.
Quantitative Assessment of Renal Allografts using MR Elastography and Arterial Spin Labeling MRI
Impact: The results from this study suggest
the potential role of MR elastography and arterial spin labeling MRI as
non-invasive tools for diagnosing renal allografts, enabling earlier
intervention, reducing biopsy-related risks, and improving long-term allograft
outcomes.
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