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Withdrawn research paper explored integrating multiomics and cardiovascular imaging

By PulseAugur Editorial · [1 sources] ·

A research paper, now withdrawn, explored integrating various multiomics data with cardiovascular imaging techniques. The study aimed to link imaging phenotypes from echocardiography, MRI, and CT scans with molecular data from bulk, single-cell, and spatial transcriptomics. It reviewed multimodal fusion approaches and discussed challenges like missing data and batch effects, with a focus on radiogenomics and spatial molecular alignment for cardiovascular translation. AI

IMPACT This research explored integrating AI-driven multiomics and imaging analysis for cardiovascular disease, though its withdrawal limits immediate impact.

RANK_REASON The item is a withdrawn academic paper discussing research methods. [lever_c_demoted from research: ic=1 ai=0.7]

Read on arXiv cs.LG →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Withdrawn research paper explored integrating multiomics and cardiovascular imaging

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9 / 100
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The item is a withdrawn academic paper discussing research methods. [lever_c_demoted from research: ic=1 ai=0.7]
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COVERAGE [1]

  1. arXiv cs.LG TIER_1 English(EN) · Minh H. N. Le, Tuan Vinh, Thanh-Huy Nguyen, Tao Li, Bao Quang Gia Le, Han H. Huynh, Monika Raj, Carl Yang, Min Xu, Nguyen Quoc Khanh Le ·

    Imaging-anchored Multiomics in Cardiovascular Disease: Integrating Cardiac Imaging, Bulk, Single-cell, and Spatial Transcriptomics

    arXiv:2601.07871v2 Announce Type: replace-cross Abstract: Cardiovascular disease arises from interactions between inherited risk, molecular programmes, and tissue-scale remodelling that are observed clinically through imaging. Health systems now routinely generate large volumes o…

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