Oncology/Hematology

Brain Cancer

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

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Showing 1744-1764 of 6,123 articles
Robotic radiation shielding system reduces radiation-induced DNA damage in operators performing electrophysiological procedures.

Fluoroscopically guided electrophysiology (EP) procedures expose operators to low doses of ionizing ...

May 2025 40437055
Machine learning-driven imaging data for early prediction of lung toxicity in breast cancer radiotherapy.

One possible adverse effect of breast irradiation is the development of pulmonary fibrosis. The aim ...

May 2025 40425645
Machine learning decision support model construction for craniotomy approach of pineal region tumors based on MRI images.

BACKGROUND: Pineal region tumors (PRTs) are rare but deep-seated brain tumors, and complete surgical...

May 2025 40426149
Federated prediction for scalable and privacy-preserved knowledge-based planning in radiotherapy

Background: Deep learning has potential to improve the efficiency and consistency of radiation the...

A generalisable head MRI defacing pipeline: Evaluation on 2,566 meningioma scans

Reliable MRI defacing techniques to safeguard patient privacy while preserving brain anatomy are c...

Reconstruction of partially obscured objects with a physics-driven self-training neural network.

We investigate artificial-intelligence-supported in-line holographic imaging with coherent terahertz...

May 2025 40515045
Multiple deep learning models based on MRI images in discriminating glioblastoma from solitary brain metastases: a multicentre study.

OBJECTIVE: Development of a deep learning model for accurate preoperative identification of glioblas...

May 2025 40389875
Current trends and emerging themes in utilizing artificial intelligence to enhance anatomical diagnostic accuracy and efficiency in radiotherapy.

Artificial intelligence (AI) incorporation into healthcare has proven revolutionary, especially in r...

May 2025 40174629
Patient-Specific Autoregressive Models for Organ Motion Prediction in Radiotherapy

Radiotherapy often involves a prolonged treatment period. During this time, patients may experienc...

A self-supervised multimodal deep learning approach to differentiate post-radiotherapy progression from pseudoprogression in glioblastoma.

Accurate differentiation of pseudoprogression (PsP) from True Progression (TP) following radiotherap...

May 2025 40382400
Multicenter development of a deep learning radiomics and dosiomics nomogram to predict radiation pneumonia risk in non-small cell lung cancer.

Radiation pneumonia (RP) is the most common side effect of chest radiotherapy, and can affect patien...

May 2025 40379764
The role of artificial intelligence in occupational health in radiation exposure: a scoping review of the literature.

INTRODUCTION: Artificial intelligence (AI) has the potential to significantly enhance workplace safe...

May 2025 40380224
RadField3D: a data generator and data format for deep learning in radiation-protection dosimetry for medical applications.

In this research work, we present our open-source Geant4-based Monte-Carlo simulation application, c...

May 2025 40334671
Automatic Segmentation of Histopathological Glioblastoma Whole-Slide Images Utilizing MONAI.

Manual segmentation of histopathological images is both resource-intensive and prone to human error,...

May 2025 40380391
Does Whole Brain Radiomics on Multimodal Neuroimaging Make Sense in Neuro-Oncology? A Proof of Concept Study.

Employing a whole-brain (WB) mask as a region of interest for extracting radiomic features is a feas...

May 2025 40380513
Machine learning-based prognostic subgrouping of glioblastoma: A multicenter study.

BACKGROUND: Glioblastoma (GBM) is the most aggressive adult primary brain cancer, characterized by s...

May 2025 39665363
Machine learning for grading prediction and survival analysis in high grade glioma.

We developed and validated a magnetic resonance imaging (MRI)-based radiomics model for the classifi...

May 2025 40374673
An automated cascade framework for glioma prognosis via segmentation, multi-feature fusion and classification techniques.

Glioma is one of the most lethal types of brain tumors, accounting for approximately 33% of all diag...

May 2025 40306292
Enhancing Climate-Driven Urban Tree Cooling with Targeted Nonclimatic Interventions.

Urban trees play a pivotal role in mitigating heat, yet the global determinants and patterns of thei...

May 2025 40314555
An MRI-based deep transfer learning radiomics nomogram for predicting meningioma grade.

The aim of this study was to establish a nomogram based on clinical, radiomics, and deep transfer le...

May 2025 40360672
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