Article

Differentiation between cerebral alveolar echinococcosis and brain metastases with radiomics combined machine learning approach

2023-09-05

Abstract excerpt

<h4>Background: </h4> Cerebral alveolar echinococcosis (CAE) and brain metastases (BM) are similar in locations and imaging appearance. While, CAE is usually treated with chemotherapy and surgical treatment, BM is often treated with radiotherapy and targeted primary malignancy treatment. Accurate diagnosis is critical due to the vastly different treatment approaches for these conditions. Purpose This study aims t...

Topics

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

Identifiers and source

Literature Corpus work: ba6a7ed4-4101-5d9f-bac9-e326069c6f4c
DOI: 10.21203/rs.3.rs-3304181/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Differentiation between cerebral alveolar echinococcosis and brain metastases with radiomics combined machine learning approachDOI 10.21203/rs.3.rs-3304181/v1Read

Deep learning MRI model using perifocal edema to differentiate brain metastasis from central nervous system infectionSemantic proximity Read

Differentiation of Hepatocellular Carcinoma from Intrahepatic Cholangiocarcinoma through MRI RadiomicsSemantic proximity Read

[Diagnostic value of Gd-EOB-DTPA-enhanced MRI radiomics models for dual-phenotype hepatocellular carcinoma].Semantic proximity Read

Using MRI-Based machine Learning model for distinguishing Meningothelial and Transitional Meningiomas : A Retrospective StudySemantic proximity Read

MRI-Based T2 and Arterial Radiomics to Differentiate Focal Nodular Hyperplasia (FNH) from Hepatocellular Adenoma (HCA): A High-Accuracy Spleen-Referenced ApproachSemantic proximity Read

CT-Based Radiomics and Machine Learning for Differentiating Benign, Borderline, and Early-stage Malignant Ovarian Tumors: A Multi-Class Classification and Multi-Model Comparation StudySemantic proximity Read

Intratumoral and Peritumoral CT Radiomics-Clinical Feature Fusion Model for Differentiating Pulmonary Tuberculosis and Pulmonary Cryptococcosis NodulesSemantic proximity Read

Automated differentiation of malignant and benign primary solid liver lesions on MRI: an externally validated radiomics modelSemantic proximity Read

Contrast-Enhanced Ultrasound Phenotypes in Hepatic Alveolar Echinococcosis: Pathological Correlations and Prediction of Vascular Invasion.Semantic proximity Read

Report of radiological diagnosis and bioinformatics analysis of head and neck lymphomaSemantic proximity Read

MRI radiomics-based machine learning for preoperative prediction of Simpson grade in intracranial meningiomas: a pilot studySemantic proximity Read

End-to-End Machine Learning based Discrimination of Neoplastic and Non-neoplastic Intracerebral Hemorrhage on Computed TomographySemantic proximity Read