Harnessing multimodal data integration to advance precision oncology

KM Boehm, P Khosravi, R Vanguri, J Gao… - Nature Reviews …, 2022 - nature.com
Advances in quantitative biomarker development have accelerated new forms of data-driven
insights for patients with cancer. However, most approaches are limited to a single mode of …

Glioblastoma and other primary brain malignancies in adults: a review

LR Schaff, IK Mellinghoff - Jama, 2023 - jamanetwork.com
Importance Malignant primary brain tumors cause more than 15 000 deaths per year in the
United States. The annual incidence of primary malignant brain tumors is approximately 7 …

Vorasidenib in IDH1-or IDH2-mutant low-grade glioma

IK Mellinghoff, MJ Van Den Bent… - … England Journal of …, 2023 - Mass Medical Soc
Background Isocitrate dehydrogenase (IDH)–mutant grade 2 gliomas are malignant brain
tumors that cause considerable disability and premature death. Vorasidenib, an oral brain …

CBTRUS statistical report: primary brain and other central nervous system tumors diagnosed in the United States in 2015–2019

QT Ostrom, M Price, C Neff, G Cioffi, KA Waite… - Neuro …, 2022 - academic.oup.com
Abstract The Central Brain Tumor Registry of the United States (CBTRUS), in collaboration
with the Centers for Disease Control and Prevention and the National Cancer Institute, is the …

Towards a general-purpose foundation model for computational pathology

RJ Chen, T Ding, MY Lu, DFK Williamson, G Jaume… - Nature Medicine, 2024 - nature.com
Quantitative evaluation of tissue images is crucial for computational pathology (CPath) tasks,
requiring the objective characterization of histopathological entities from whole-slide images …

A clinically applicable integrative molecular classification of meningiomas

F Nassiri, J Liu, V Patil, Y Mamatjan, JZ Wang… - Nature, 2021 - nature.com
Meningiomas are the most common primary intracranial tumour in adults. Patients with
symptoms are generally treated with surgery as there are no effective medical therapies. The …

Artificial-intelligence-based molecular classification of diffuse gliomas using rapid, label-free optical imaging

T Hollon, C Jiang, A Chowdury, M Nasir-Moin… - Nature medicine, 2023 - nature.com
Molecular classification has transformed the management of brain tumors by enabling more
accurate prognostication and personalized treatment. However, timely molecular diagnostic …

[PDF][PDF] Glioma progression is shaped by genetic evolution and microenvironment interactions

FS Varn, KC Johnson, J Martinek, JT Huse… - Cell, 2022 - cell.com
The factors driving therapy resistance in diffuse glioma remain poorly understood. To identify
treatment-associated cellular and genetic changes, we analyzed RNA and/or DNA …

Molecular imaging in oncology: Current impact and future directions

SP Rowe, MG Pomper - CA: a cancer journal for clinicians, 2022 - Wiley Online Library
The authors define molecular imaging, according to the Society of Nuclear Medicine and
Molecular Imaging, as the visualization, characterization, and measurement of biological …

CBTRUS statistical report: primary brain and other central nervous system tumors diagnosed in the United States in 2013–2017

QT Ostrom, N Patil, G Cioffi, K Waite, C Kruchko… - Neuro …, 2020 - academic.oup.com
Abstract The Central Brain Tumor Registry of the United States (CBTRUS), in collaboration
with the Centers for Disease Control (CDC) and National Cancer Institute (NCI), is the …