Oncology/Hematology

Brain Cancer

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

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Machine learning-based new classification for immune infiltration of gliomas.

BACKGROUND: Glioma is a highly heterogeneous and poorly immunogenic malignant tumor, with limited ef...

Oct 2024 39453922
Robust brain MRI image classification with SIBOW-SVM.

Primary Central Nervous System tumors in the brain are among the most aggressive diseases affecting ...

Oct 2024 39515189
The SINFONIA project repository for AI-based algorithms and health data.

The SINFONIA project's main objective is to develop novel methodologies and tools that will provide ...

Oct 2024 39507665
Artificial intelligence and omics in malignant gliomas.

Glioblastoma multiforme (GBM) is one of the most common and aggressive type of malignant glioma with...

Oct 2024 39437552
Early experience with an artificial intelligence-based module for brain metastasis detection and segmentation.

INTRODUCTION: - Accurate detection, segmentation, and volumetric analysis of brain lesions are essen...

Oct 2024 39422813
Deep Learning-Based Estimation of Radiographic Position to Automatically Set Up the X-Ray Prime Factors.

Radiation dose and image quality in radiology are influenced by the X-ray prime factors: KVp, mAs, a...

Oct 2024 39402356
Artificial Intelligence-Driven Skin Aging Simulation as a Novel Skin Cancer Prevention.

INTRODUCTION: Skin cancer, a prevalent cancer type among fair-skinned patients globally, poses a rel...

Oct 2024 39401496
Development of a prognostic model related to homologous recombination deficiency in glioma based on multiple machine learning.

BACKGROUND: Despite advances in neuro-oncology, treatments of glioma and tools for predicting the ou...

Oct 2024 39434883
A Lightweight Method for Breast Cancer Detection Using Thermography Images with Optimized CNN Feature and Efficient Classification.

Breast cancer is a prominent cause of death among women worldwide. Infrared thermography, due to its...

Oct 2024 39356369
Deep Learning-Based Synthetic Computed Tomography for Low-Field Brain Magnetic Resonance-Guided Radiation Therapy.

PURPOSE: Magnetic resonance (MR)-guided radiation therapy enables online adaptation to address intra...

Oct 2024 39357787
A Flow-based Truncated Denoising Diffusion Model for super-resolution Magnetic Resonance Spectroscopic Imaging.

Magnetic Resonance Spectroscopic Imaging (MRSI) is a non-invasive imaging technique for studying met...

Sep 2024 39353335
Integrating HRMAS-NMR Data and Machine Learning-Assisted Profiling of Metabolite Fluxes to Classify Low- and High-Grade Gliomas.

Diagnosing and classifying central nervous system tumors such as gliomas or glioblastomas pose a sig...

Sep 2024 39331335
Deep learning-based segmentation for high-dose-rate brachytherapy in cervical cancer using 3D Prompt-ResUNet.

To develop and evaluate a 3D Prompt-ResUNet module that utilized the prompt-based model combined wit...

Sep 2024 39270708
Machine learning predicts cuproptosis-related lncRNAs and survival in glioma patients.

Gliomas are the most common tumor in the central nervous system in adults, with glioblastoma (GBM) r...

Sep 2024 39333603
Deep Learning and Habitat Radiomics for the Prediction of Glioma Pathology Using Multiparametric MRI: A Multicenter Study.

RATIONALE AND OBJECTIVES: Recent radiomics studies on predicting pathological outcomes of glioma hav...

Sep 2024 39322536
Machine learning-based discovery of UPP1 as a key oncogene in tumorigenesis and immune escape in gliomas.

INTRODUCTION: Gliomas are the most common and aggressive type of primary brain tumor, with a poor pr...

Sep 2024 39380997
Artificial intelligence in paediatric head trauma: enhancing diagnostic accuracy for skull fractures and brain haemorrhages.

Pediatric head trauma is a significant cause of morbidity and mortality, with children, particularly...

Sep 2024 39294484
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