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LOCALIZING IMAGE-BASED BIOMARKER REGRESSION WITHOUT TRAINING MASKS: A NEW APPROACH TO BIOMARKER DISCOVERY

Biomarker inference from biomedical images is one of the main tasks of medical image analysis. Standard techniques follow a segmentation-and-measure strategy, where the structure is first segmented and then the measurement is performed. Recent work has shown that such strategy could be replaced by a...

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Bibliographische Detailangaben
Veröffentlicht in:Proc IEEE Int Symp Biomed Imaging
Hauptverfasser: Cano-Espinosa, Carlos, González, Germán, Washko, George R., Cazorla, Miguel, Estépar, Raúl San José
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7243964/
https://ncbi.nlm.nih.gov/pubmed/32454949
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/isbi.2019.8759474
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