Oncology/Hematology

Brain Cancer

Latest AI and machine learning research in brain cancer for healthcare professionals.

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Glioma Survival Prediction with Combined Analysis of In Vivo C-MET PET Features, Ex Vivo Features, and Patient Features by Supervised Machine Learning.

Gliomas are the most common type of tumor in the brain. Although the definite diagnosis is routinely...

Nov 2017 29175980
Residual Convolutional Neural Network for the Determination of Status in Low- and High-Grade Gliomas from MR Imaging.

Isocitrate dehydrogenase () mutations in glioma patients confer longer survival and may guide treat...

Nov 2017 29167275
Deep reinforcement learning for automated radiation adaptation in lung cancer.

PURPOSE: To investigate deep reinforcement learning (DRL) based on historical treatment plans for de...

Nov 2017 29034482
First Ever Use of Proton Stereotactic Body Radiation Therapy Delivered with Curative Intent to Bilateral Synchronous Primary Renal Cell Carcinomas.

Limited therapeutic options exist for inoperable bilateral kidney tumors. We report the first ever u...

Oct 2017 29282443
Unsupervised deep learning reveals prognostically relevant subtypes of glioblastoma.

BACKGROUND: One approach to improving the personalized treatment of cancer is to understand the cell...

Oct 2017 28984190
Identification of potentially oncogenic alterations from tumor-only samples reveals Fanconi anemia pathway mutations in bladder carcinomas.

Cancer is caused by germline and somatic mutations, which can share biological features such as amin...

Oct 2017 29263839
Predicting Ascospore Release of Monilinia vaccinii-corymbosi of Blueberry with Machine Learning.

Mummy berry, caused by Monilinia vaccinii-corymbosi, causes economic losses of highbush blueberry in...

Sep 2017 28696170
Robotics in percutaneous cardiovascular interventions.

The fundamental technique of performing percutaneous cardiovascular (CV) interventions has remained ...

Sep 2017 28914558
A Deep Learning-Based Radiomics Model for Prediction of Survival in Glioblastoma Multiforme.

Traditional radiomics models mainly rely on explicitly-designed handcrafted features from medical im...

Sep 2017 28871110
Multi-label Inductive Matrix Completion for Joint MGMT and IDH1 Status Prediction for Glioma Patients.

MGMT promoter methylation and IDH1 mutation in high-grade gliomas (HGG) have proven to be the two im...

Sep 2017 29770368
The pervasive crisis of diminishing radiation therapy access for vulnerable populations in the United States, part 2: American Indian patients.

INTRODUCTION: American Indian/Alaska Native (AI/AN) patients with cancer disproportionally present w...

Aug 2017 29556572
Brain tumor segmentation using holistically nested neural networks in MRI images.

PURPOSE: Gliomas are rapidly progressive, neurologically devastating, largely fatal brain tumors. Ma...

Aug 2017 28736864
Intranasal bevacizumab treatment on epistaxis in hereditary haemorrhagic telangiectasia: a case report.

Hereditary haemorrhagic telangiectasia (HHT), also known as Osler-Weber-Rendu disease, is a rare, va...

Aug 2017 31338174
Short-term prediction of solar energy in Saudi Arabia using automated-design fuzzy logic systems.

Solar energy is considered as one of the main sources for renewable energy in the near future. Howev...

Aug 2017 28806754
Robotic technology in interventional cardiology: Current status and future perspectives.

Robotic technology has been utilized in cardiovascular medicine for over a decade, and over that per...

Aug 2017 28795481
Using a Guided Machine Learning Ensemble Model to Predict Discharge Disposition following Meningioma Resection.

 Machine learning (ML) algorithms are powerful tools for predicting patient outcomes. This study pi...

Aug 2017 29868316
Deep Learning based Radiomics (DLR) and its usage in noninvasive IDH1 prediction for low grade glioma.

Deep learning-based radiomics (DLR) was developed to extract deep information from multiple modaliti...

Jul 2017 28710497
Low-Grade Glioma Segmentation Based on CNN with Fully Connected CRF.

This work proposed a novel automatic three-dimensional (3D) magnetic resonance imaging (MRI) segment...

Jun 2017 29065666
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