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Found 7 papers, 2 papers with code
Exploiting Liver CT scans in Colorectal Carcinoma genomics mutation classification
The liver is the most involved organ by distant metastasis in colon-rectal cancer (CRC) patients and it comes necessary to be aware of the mutational status of the lesions to correctly design the best individual treatment.
Predicting Hypoxia in Brain Tumors from Multiparametric MRI
This research paper presents a novel approach to the prediction of hypoxia in brain tumors, using multi-parametric Magnetic Resonance Imaging (MRI).
UniToBrain dataset: a Brain Perfusion Dataset
The CT perfusion (CTP) is a medical exam for measuring the passage of a bolus of contrast solution through the brain on a pixel-by-pixel basis.
Lung nodules segmentation from CT with DeepHealth toolkit
The accurate and consistent border segmentation plays an important role in the tumor volume estimation and its treatment in the field of Medical Image Segmentation.
Dysplasia grading of colorectal polyps through CNN analysis of WSI
Colorectal cancer is a leading cause of cancer death for both men and women.
UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia grading
Histopathological characterization of colorectal polyps allows to tailor patients' management and follow up with the ultimate aim of avoiding or promptly detecting an invasive carcinoma.
Ranked #1 on
Colorectal Polyps Characterization
on UNITOPATHO
Colorectal Polyps Characterization
General Classification
+3
Post-synaptic potential regularization has potential
Improving generalization is one of the main challenges for training deep neural networks on classification tasks.
