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Public Health Genomics and Precision Health Knowledge Base (v9.0)
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Precision Health Database|Search|Public Health Genomics and Precision Health Knowledge Base (PHGKB)
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Last data update: Apr 19, 2024
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Survival prediction of glioblastoma patients using modern deep learning and machine learning techniques.
Samin Babaei Rikan et al. Sci Rep 2024 14(1) 2371
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The application value of deep learning in the background of precision medicine in glioblastoma.
Pengyu Chen et al. Sci Prog 2024 107(1) 368504231223353
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Clinical Feature Ranking Based on Ensemble Machine Learning Reveals Top Survival Factors for Glioblastoma Multiforme.
Gabriel Cerono et al. J Healthc Inform Res 2024 8(1) 1-18
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Deep Learning Approaches for Glioblastoma Prognosis in Resource-Limited Settings: A Study using Basic Patient Demographic, Clinical, and Surgical Inputs.
Marc Ghanem et al. World Neurosurg
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Differentiation of Glioblastoma and Brain Metastases by MRI-Based Oxygen Metabolomic Radiomics and Deep Learning.
Stadlbauer Andreas et al. Metabolites 2022 12(12)
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Classifying primary central nervous system lymphoma from glioblastoma using deep learning and radiomics based machine learning approach - a systematic review and meta-analysis.
Guha Amrita et al. Frontiers in oncology 2022 12884173
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Prognostic risk stratification of gliomas using deep learning in digital pathology images.
Chunduru Pranathi et al. Neuro-oncology advances 2022 4(1) vdac111
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Regional 18F-fluoromisonidazole PET images generated from multiple advanced MR images using neural networks in glioblastoma.
Qin Jianhua et al. Medicine 2022 101(30) e29572
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The Utility of Conventional Amino Acid PET Radiotracers in the Evaluation of Glioma Recurrence also in Comparison with MRI.
Santo Giulia et al. Diagnostics (Basel, Switzerland) 2022 12(4)
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A Deep Learning-Based Framework for Supporting Clinical Diagnosis of Glioblastoma Subtypes.
Munquad Sana et al. Frontiers in genetics 2022 13855420
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A Comparative and Summative Study of Radiomics-based Overall Survival Prediction in Glioblastoma Patients.
Ruan Zhuoying et al. Journal of computer assisted tomography 2022
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Radiomics signature for temporal evolution and recurrence patterns of glioblastoma using multimodal magnetic resonance imaging.
Chougule Tanay et al. NMR in biomedicine 2021 e4647
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MRI radiomics to differentiate between low grade glioma and glioblastoma peritumoral region.
Malik Nauman et al. Journal of neuro-oncology 2021
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Ensemble based machine learning approach for prediction of glioma and multi-grade classification.
Chandra Joshi Rakesh et al. Computers in biology and medicine 2021 137104829
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Fully automated analysis combining [F]-FET-PET and multiparametric MRI including DSC perfusion and APTw imaging: a promising tool for objective evaluation of glioma progression.
Paprottka K J et al. European journal of nuclear medicine and molecular imaging 2021
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Predictive Role of the Apparent Diffusion Coefficient and MRI Morphologic Features on IDH Status in Patients With Diffuse Glioma: A Retrospective Cross-Sectional Study.
Zhang Jun et al. Frontiers in oncology 2021 11640738
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Deep Neural Network for Differentiation of Brain Tumor Tissue Displayed by Confocal Laser Endomicroscopy.
Ziebart Andreas et al. Frontiers in oncology 2021 11668273
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Deep Radiogenomics of Lower-Grade Gliomas: Convolutional Neural Networks Predict Tumor Genomic Subtypes Using MR Images.
Buda Mateusz et al. Radiology. Artificial intelligence 2020 2(1) e180050
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Machine learning-based radiomic evaluation of treatment response prediction in glioblastoma.
Patel M et al. Clinical radiology 2021
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The Nomogram of MRI-based Radiomics with Complementary Visual Features by Machine Learning Improves Stratification of Glioblastoma Patients: A Multicenter Study.
Xu Yuyun et al. Journal of magnetic resonance imaging : JMRI 2021 Feb
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GLIMPSE: a glioblastoma prognostication model using ensemble learning-a surveillance, epidemiology, and end results study.
Samara Kamel A et al. Health information science and systems 2021 Dec 9(1) 5
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Diffusion Histology Imaging Combining Diffusion Basis Spectrum Imaging (DBSI) and Machine Learning Improves Detection and Classification of Glioblastoma Pathology.
Ye Zezhong et al. Clinical cancer research : an official journal of the American Association for Cancer Research 2020 Jul
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Convolutional neural networks for brain tumour segmentation.
Bhandari Abhishta et al. Insights into imaging 2020 Jun 11(1) 77
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Implementation of model explainability for a basic brain tumor detection using convolutional neural networks on MRI slices.
Windisch Paul et al. Neuroradiology 2020 Jun
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Feasibility of Multimodal MRI-Based Deep Learning Prediction of High Amino Acid Uptake Regions and Survival in Patients With Glioblastoma.
Jeong Jeong-Won et al. Frontiers in neurology 2019 101305
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Machine learning applications for the differentiation of primary central nervous system lymphoma from glioblastoma on imaging: a systematic review and meta-analysis.
Nguyen Anthony V et al. Neurosurgical focus 2018 45(5) E5
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An Online Calculator for the Prediction of Survival in Glioblastoma Patients Using Classical Statistics and Machine Learning.
Senders Joeky T et al. Neurosurgery 2019 Oct
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Surgical Aid Visualization System for Glioblastoma Tumor Identification based on Deep Learning and In-Vivo Hyperspectral Images of Human Patients.
Fabelo Himar et al. Proceedings of SPIE--the International Society for Optical Engineering 2019 Feb 10951
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Radiomics analysis for glioma malignancy evaluation using diffusion kurtosis and tensor imaging.
Takahashi Satoshi et al. International journal of radiation oncology, biology, physics 2019 Jul
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Machine learning for semi-automated classification of glioblastoma, brain metastasis and central nervous system lymphoma using magnetic resonance advanced imaging.
Swinburne Nathaniel C et al. Annals of translational medicine 2019 Jun 7(11) 232
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Page last reviewed:
Feb 1, 2024
Page last updated:
Apr 19, 2024
Content source:
Public Health Genomics Branch in the Division of Blood Disorders and Public Health Genomics
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National Center on Birth Defects and Developmental Disabilities
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