Article

HECTOR: multimodal deep learning predicts recurrence risk in endometrial cancer

2023-11-27

Abstract excerpt

Predicting distant recurrence of endometrial cancer (EC) is crucial for personalized adjuvant treatment. The current gold standard of combined pathological and molecular profiling is costly, hampering implementation. We developed HECTOR ( H istopathology-based E ndometrial C ancer T ailored O utcome R isk), a multimodal deep learning prognostic model using hematoxylin-and-eosin-stained whole-slide-images and tumor...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 20437fba-3175-5d61-9614-3c4df2b1307f
DOI: 10.1101/2023.11.27.23298994

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

HECTOR: multimodal deep learning predicts recurrence risk in endometrial cancerDOI 10.1101/2023.11.27.23298994Read

Deep Learning on Histopathological Images to Predict Breast Cancer Recurrence Risk and Chemotherapy BenefitSemantic proximity Read

Predicting endometrial cancer subtypes and molecular features from histopathology images using multi-resolution deep learning modelsSemantic proximity Read

Deep learning for endometrial cancer subtyping and predicting tumor mutational burden from histopathological slidesSemantic proximity Read

Predicting Endometrial Cancer Subtypes and Molecular Features from Histopathology Images Using Multi-resolution Deep Learning ModelsSemantic proximity Read

Assessing Foundation Models for Computational Pathology in Endometrial CancerSemantic proximity Read

Prediction of OncotypeDX recurrence score using H&E stained WSI imagesSemantic proximity Read

Deep learning from HE slides to predict the clinical benefit from adjuvant chemotherapy in hormone receptor-positive breast cancerSemantic proximity Read

Assessing the risk of recurrence in early-stage breast cancer through H&E stained whole slide imagesSemantic proximity Read

Clinical Validation of RlapsRisk BC in an international multi-cohorts settingSemantic proximity Read

Multimodal Prediction of Breast Cancer Recurrence Assays and Risk of RecurrenceSemantic proximity Read

Multimodal histopathologic models stratify hormone receptor-positive early breast cancerSemantic proximity Read

Development and Validation of a Multimodal Clinical, Pathologic, and Genomic Model for Breast Cancer RecurrenceSemantic proximity Read