Cargando…

Domain Mapping and Deep Learning from Multiple MRI Clinical Datasets for Prediction of Molecular Subtypes in Low Grade Gliomas

Brain tumors, such as low grade gliomas (LGG), are molecularly classified which require the surgical collection of tissue samples. The pre-surgical or non-operative identification of LGG molecular type could improve patient counseling and treatment decisions. However, radiographic approaches to LGG...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ali, Muhaddisa Barat, Gu, Irene Yu-Hua, Berger, Mitchel S., Pallud, Johan, Southwell, Derek, Widhalm, Georg, Roux, Alexandre, Vecchio, Tomás Gomez, Jakola, Asgeir Store
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7408150/ https://www.ncbi.nlm.nih.gov/pubmed/32708419 http://dx.doi.org/10.3390/brainsci10070463

Ejemplares similares

Prediction of glioma-subtypes: comparison of performance on a DL classifier using bounding box areas versus annotated tumors
por: Ali, Muhaddisa Barat, et al.
Publicado: (2022)

A novel federated deep learning scheme for glioma and its subtype classification
por: Ali, Muhaddisa Barat, et al.
Publicado: (2023)

A Feasibility Study on Deep Learning Based Brain Tumor Segmentation Using 2D Ellipse Box Areas
por: Ali, Muhaddisa Barat, et al.
Publicado: (2022)

Preoperative Patient-Reported Outcomes in Suspected Low-Grade Glioma: Markers of Disease Severity and Correlations with Molecular Subtypes
por: Buvarp, Dongni, et al.
Publicado: (2021)

Seizures in patients with IDH-mutated lower grade gliomas
por: Carstam, Louise, et al.
Publicado: (2022)

Moving from clinician-defined to patient-reported outcome measures for survivors of high-grade glioma
por: Rosenlund, Lena, et al.
Publicado: (2019)

DNA methylation profiling for molecular classification of adult diffuse lower-grade gliomas
por: Ferreyra Vega, Sandra, et al.
Publicado: (2021)

Neurosurgical patterns of care for diffuse low-grade gliomas in Sweden between 2005 and 2015
por: Carstam, Louise, et al.
Publicado: (2019)

Classification of Adverse Events Following Surgery in Patients With Diffuse Lower-Grade Gliomas
por: Gómez Vecchio, Tomás, et al.
Publicado: (2021)

Perioperative fatigue in patients with diffuse glioma
por: Schei, Stine, et al.
Publicado: (2020)

Socioeconomic factors affect treatment delivery for patients with low grade glioma: a Swedish population-based study
por: Carstam, Louise, et al.
Publicado: (2019)

Lower-Grade Gliomas: An Epidemiological Voxel-Based Analysis of Location and Proximity to Eloquent Regions
por: Gómez Vecchio, Tomás, et al.
Publicado: (2021)

WHO Grade Loses Its Prognostic Value in Molecularly Defined Diffuse Lower-Grade Gliomas
por: Carstam, Louise, et al.
Publicado: (2022)

Is there a response shift in generic health-related quality of life 6 months after glioma surgery?
por: Jakola, Asgeir Store, et al.
Publicado: (2016)

Brain atlas for assessing the impact of tumor location on perioperative quality of life in patients with high-grade glioma: A prospective population-based cohort study
por: Sagberg, Lisa Millgård, et al.
Publicado: (2019)

Return to work following diagnosis of low-grade glioma: A nationwide matched cohort study
por: Rydén, Isabelle, et al.
Publicado: (2020)

Psychotropic and anti-epileptic drug use, before and after surgery, among patients with low-grade glioma: a nationwide matched cohort study
por: Rydén, Isabelle, et al.
Publicado: (2021)

Amino acid tracers in PET imaging of diffuse low-grade gliomas: a systematic review of preoperative applications
por: Näslund, Olivia, et al.
Publicado: (2018)

Correction: Psychotropic and anti-epileptic drug use, before and after surgery, among patients with low-grade glioma: a nationwide matched cohort study
por: Rydén, Isabelle, et al.
Publicado: (2022)

Longitudinal DNA methylation analysis of adult-type IDH-mutant gliomas
por: Ferreyra Vega, Sandra, et al.
Publicado: (2023)

The clinical significance of the T2-FLAIR mismatch sign in grade II and III gliomas: a population-based study
por: Corell, Alba, et al.
Publicado: (2020)

Spatial heterogeneity in DNA methylation and chromosomal alterations in diffuse gliomas and meningiomas
por: Ferreyra Vega, Sandra, et al.
Publicado: (2022)

How well do neurosurgeons predict survival in patients with high-grade glioma?
por: Sagberg, Lisa Millgård, et al.
Publicado: (2021)

Is intracranial volume a risk factor for IDH-mutant low-grade glioma? A case–control study
por: Sagberg, Lisa Millgård, et al.
Publicado: (2022)

Is the anatomical distribution of low-grade gliomas linked to regions of gliogenesis?
por: Skjulsvik, Anne Jarstein, et al.
Publicado: (2020)

Pre-operative language ability in patients with presumed low-grade glioma
por: Antonsson, Malin, et al.
Publicado: (2017)

5-ALA in Suspected Low-Grade Gliomas: Current Role, Limitations, and New Approaches
por: Kiesel, Barbara, et al.
Publicado: (2021)

Age influences the distribution of diffuse gliomas
por: Roux, Alexandre, et al.
Publicado: (2021)

Stemness and clinical features in relation to the subventricular zone in diffuse lower-grade glioma: an exploratory study
por: Corell, Alba, et al.
Publicado: (2022)

Predicting regrowth of low-grade gliomas after radiotherapy
por: Plaszczynski, Stéphane, et al.
Publicado: (2023)

Spatial distribution of malignant transformation in patients with low-grade glioma
por: Jakola, Asgeir S., et al.
Publicado: (2020)

Low Grade Gliomas in Eloquent Locations – Implications for Surgical Strategy, Survival and Long Term Quality of Life
por: Jakola, Asgeir S., et al.
Publicado: (2012)

Deep semi-supervised learning for brain tumor classification
por: Ge, Chenjie, et al.
Publicado: (2020)

Primary versus recurrent surgery for glioblastoma—a prospective cohort study
por: Rubin, Maja Chava, et al.
Publicado: (2020)

The Effect of Radiotherapy on Diffuse Low-Grade Gliomas Evolution: Confronting Theory with Clinical Data
por: Adenis, Léo, et al.
Publicado: (2021)

Deep learning for automatic brain tumour segmentation on MRI: evaluation of recommended reporting criteria via a reproduction and replication study
por: Gryska, Emilia, et al.
Publicado: (2022)

Editorial: Investigating the gliomas/white matter interplay and its implications for multidisciplinary treatment: State of art and future perspectives
por: Latini, Francesco, et al.
Publicado: (2022)

The clinical value of proneural, classical and mesenchymal protein signatures in WHO 2021 adult-type diffuse lower-grade gliomas
por: Dénes, Anna, et al.
Publicado: (2023)

Shared decision-making in neurosurgery: a scoping review
por: Corell, Alba, et al.
Publicado: (2021)

Changes in clinical management of diffuse IDH-mutated lower-grade gliomas: patterns of care in a 15-year period
por: Svenjeby, Caroline, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_li3aiglq3ftt4j0usbgfb18n4h