Research graph
References from Foundation artificial intelligence models enable high-accuracy diagnostic differentiation of hybrid neurofibroma/schwannoma using whole-slide images. Local targets link to admitted publications; unresolved targets remain external evidence.
Soft tissue and bone tumours
2020 · External reference
Central nervous system tumours
2021 · External reference
Peripheral nerve sheath tumors: an update and review of diagnostic challenges
10.1016/j.mpdhp.2016.10.008 · 2016 · External reference
VGLL fusions define a new class of intraparenchymal central nervous system schwannoma
10.1093/neuonc/noae269 · 2025 · External reference
Revised classification of inner ear schwannomas
10.1097/mao.0000000000004363 · 2025 · External reference
Review and update in the diagnosis of peripheral nerve sheath tumors
10.1097/wco.0000000000000857 · 2020 · External reference
Malignant peripheral nerve sheath tumors-a comprehensive review of pathophysiology, diagnosis, and multidisciplinary management
2022 · External reference
Hybrid neurofibroma/schwannoma in schwannomatosis-a diagnostically challenging benign peripheral nerve sheath tumour
10.1007/s10689-025-00505-4 · 2025 · External reference
Molecular analysis of hybrid neurofibroma/schwannoma identifies common monosomy 22 and alpha-T-catenin/CTNNA3 as a novel candidate tumor suppressor
10.1016/j.ajpath.2016.08.019 · 2016 · External reference
Mutation-induced LZTR1 polymerization provokes cardiac pathology in recessive Noonan syndrome
10.1016/j.celrep.2024.114448 · 2024 · External reference
Updated diagnostic criteria and nomenclature for neurofibromatosis type 2 and schwannomatosis: an international consensus recommendation
10.1016/j.gim.2022.05.007 · 2022 · External reference
Hybrid neurofibroma/schwannoma is overrepresented among schwannomatosis and neurofibromatosis patients
10.1097/pas.0b013e31824d3155 · 2012 · External reference
Nerve sheath tumours with hybrid features of neurofibroma and schwannoma: a conceptual challenge
10.1046/j.1365-2559.1998.00419.x · 1998 · External reference
Tumors displaying hybrid schwannoma and neurofibroma features in patients with neurofibromatosis type 2
10.5414/np300895 · 2016 · External reference
Targetable ERBB2 mutations identified in neurofibroma/schwannoma hybrid nerve sheath tumors
10.1172/jci130787 · 2020 · External reference
Beyond hybrid morphology: a large series of fusion-driven benign peripheral nerve sheath tumors including 5 tumors with novel fusions
10.1016/j.modpat.2025.100806 · 2025 · External reference
Intracranial hybrid neurofibroma/schwannoma arising from the olfactory groove: a report of an extremely rare case and review of the literature
2025 · External reference
Pathogenese und Molekularpathologie des Vestibularisschwannoms [Pathogenesis and molecular pathology of vestibular schwannoma]
10.1007/s00106-016-0201-3 · 2017 · External reference
Spatially resolved transcriptomics of benign and malignant peripheral nerve sheath tumors
10.1093/neuonc/noaf016 · 2025 · External reference
Unresolved reference
2013 · External reference
Unresolved reference
2016 · External reference
Recent advances of deep learning for computational histopathology: principles and applications
10.3390/cancers14051199 · 2022 · External reference
Deep learning-based framework for slide-based histopathological image analysis
10.1038/s41598-022-23166-0 · 2022 · External reference
Large scale tissue histopathology image classification, segmentation, and visualization via deep convolutional activation features
10.1186/s12859-017-1685-x · 2017 · External reference
Automated classification of brain tumor type in whole-slide digital pathology images using local representative tiles
10.1016/j.media.2015.12.002 · 2016 · External reference
QuPath: open source software for digital pathology image analysis
10.1038/s41598-017-17204-5 · 2017 · External reference
Unresolved reference
2009 · External reference
Towards a general-purpose foundation model for computational pathology
10.1038/s41591-024-02857-3 · 2024 · External reference
A visual-language foundation model for computational pathology
10.1038/s41591-024-02856-4 · 2024 · External reference
Wide residual networks
2016 · External reference
Fully convolutional multi-class multiple instance learning
2015 · External reference
Data-efficient and weakly supervised computational pathology on whole-slide images
10.1038/s41551-020-00682-w · 2021 · External reference
Index for rating diagnostic tests
10.1002/1097-0142(1950)3:1<32::aid-cncr2820030106>3.0.co;2-3 · 1950 · External reference
Generalization of Youden index for multiple-class classification problems applied to the assessment of externally validated cognition in Parkinson disease screening
10.1002/sim.5592 · 2013 · External reference
The impact of artificial intelligence in the diagnosis and management of acoustic neuroma: a systematic review
10.3233/thc-232043 · 2024 · External reference
Machine learning approach to differentiation of peripheral schwannomas and neurofibromas: a multi-center study
10.1093/neuonc/noab211 · 2022 · External reference
