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RadioPathomics: Multimodal Learning in Non-Small Cell Lung Cancer for Adaptive Radiotherapy [article]

Matteo Tortora, Ermanno Cordelli, Rosa Sicilia, Lorenzo Nibid, Edy Ippolito, Giuseppe Perrone, Sara Ramella, Paolo Soda
<span title="2022-04-26">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
for non-small-cell lung cancer patients.  ...  The current cancer treatment practice collects multimodal data, such as radiology images, histopathology slides, genomics and clinical data.  ...  approach for personalized Oncology in non-small cell lung cancer (CLARO)", by PON "Ricerca e Innovazione 2014-2020, Azioni IV.4 -Dottorati e contratti di ricerca su tematiche dell'innovazione" and by  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2204.12423v1">arXiv:2204.12423v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6c375e3sfvetzmev4bwxqnqggq">fatcat:6c375e3sfvetzmev4bwxqnqggq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220521141631/https://arxiv.org/pdf/2204.12423v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ad/d6/add61b715410dafd99cd75c0282ea0f82220ec5e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2204.12423v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Radiomics at a Glance: A Few Lessons Learned from Learning Approaches

Enrico Capobianco, Jun Deng
<span title="2020-08-29">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2zwku6u6nfdcri773tpisi6ldi" style="color: black;">Cancers</a> </i> &nbsp;
Various types of hybrid learning can be considered when building complex integrative approaches aimed to deliver gains in accuracy for both classification and prediction tasks.  ...  This perspective reviews some selected learning methods by focusing on both their significance for radiomics and their unveiled potential.  ...  Acknowledgments: The authors thank their Institutes/Departments at University of Miami/Yale University for supporting their studies and facilitating their research work.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/cancers12092453">doi:10.3390/cancers12092453</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32872466">pmid:32872466</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qgdgcwzfmnakhpnfdm3pdub22a">fatcat:qgdgcwzfmnakhpnfdm3pdub22a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200908151844/https://res.mdpi.com/d_attachment/cancers/cancers-12-02453/article_deploy/cancers-12-02453.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e9/f3/e9f3798f4a2421f04d3d93816e91da1185ef107a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/cancers12092453"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>