Multimodal data fusion for cancer biomarker discovery with deep learning
Technological advances have made it possible to study a patient from multiple angles with
high-dimensional, high-throughput multiscale biomedical data. In oncology, massive …
high-dimensional, high-throughput multiscale biomedical data. In oncology, massive …
Clinical applications of artificial intelligence and radiomics in neuro-oncology imaging
This article is a comprehensive review of the basic background, technique, and clinical
applications of artificial intelligence (AI) and radiomics in the field of neuro-oncology. A …
applications of artificial intelligence (AI) and radiomics in the field of neuro-oncology. A …
MRI radiogenomics of pediatric medulloblastoma: a multicenter study
Background Radiogenomics of pediatric medulloblastoma (MB) offers an opportunity for MB
risk stratification, which may aid therapeutic decision making, family counseling, and …
risk stratification, which may aid therapeutic decision making, family counseling, and …
2021 WHO classification of tumours of the central nervous system: a review for the neuroradiologist
The fifth edition of the World Health Organization Classification of Tumours of the Central
Nervous System (WHO CNS5) published in 2021 builds on the 2016 edition and …
Nervous System (WHO CNS5) published in 2021 builds on the 2016 edition and …
Artificial intelligence applications in pediatric brain tumor imaging: A systematic review
Objective Artificial intelligence (AI) has facilitated the analysis of medical imaging given
increased computational capacity and medical data availability in recent years. Although …
increased computational capacity and medical data availability in recent years. Although …
MB-AI-His: histopathological diagnosis of pediatric medulloblastoma and its subtypes via AI
O Attallah - Diagnostics, 2021 - mdpi.com
Medulloblastoma (MB) is a dangerous malignant pediatric brain tumor that could lead to
death. It is considered the most common pediatric cancerous brain tumor. Precise and timely …
death. It is considered the most common pediatric cancerous brain tumor. Precise and timely …
Radiomics of pediatric low-grade gliomas: toward a pretherapeutic differentiation of BRAF-mutated and BRAF-fused tumors
BACKGROUND AND PURPOSE: B-Raf proto-oncogene, serine/threonine kinase (BRAF)
status has important implications for prognosis and therapy of pediatric low-grade gliomas …
status has important implications for prognosis and therapy of pediatric low-grade gliomas …
Development and validation of radiomic signatures of head and neck squamous cell carcinoma molecular features and subtypes
Background Radiomics-based non-invasive biomarkers are promising to facilitate the
translation of therapeutically related molecular subtypes for treatment allocation of patients …
translation of therapeutically related molecular subtypes for treatment allocation of patients …
AI-based pipeline for classifying pediatric medulloblastoma using histopathological and textural images
O Attallah, S Zaghlool - Life, 2022 - mdpi.com
Pediatric medulloblastomas (MBs) are the most common type of malignant brain tumors in
children. They are among the most aggressive types of tumors due to their potential for …
children. They are among the most aggressive types of tumors due to their potential for …
Phase I study of intraventricular infusions of autologous ex vivo expanded NK cells in children with recurrent medulloblastoma and ependymoma
S Khatua, LJN Cooper, DI Sandberg, L Ketonen… - Neuro …, 2020 - academic.oup.com
Background Recurrent pediatric medulloblastoma and ependymoma have a grim prognosis.
We report a first-in-human, phase I study of intraventricular infusions of ex vivo expanded …
We report a first-in-human, phase I study of intraventricular infusions of ex vivo expanded …