A Deep Learning Model for Preoperative Differentiation of Glioblastoma, Brain Metastasis, and Primary Central Nervous System Lymphoma: An External Validation Study

A Deep Learning Model for Preoperative Differentiation of Glioblastoma, Brain Metastasis, and Primary Central Nervous System Lymphoma: An External Validation Study

<b>(1) Background:</b> Neuroimaging differentiation of glioblastoma, primary central nervous system lymphoma (PCNSL) and solitary brain metastasis (BM) represents a diagnostic and therapeutic challenge in neurosurgical practice, expanding the burden of care and exposing patients to addit...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Leonardo Tariciotti, Davide Ferlito, Valerio M. Caccavella, Andrea Di Cristofori, Giorgio Fiore, Luigi G. Remore, Martina Giordano, Giulia Remoli, Giulio Bertani, Stefano Borsa, Mauro Pluderi, Paolo Remida, Gianpaolo Basso, Carlo Giussani, Marco Locatelli, Giorgio Carrabba
Formáid:	Alt
Teanga:	English
Foilsithe / Cruthaithe:	MDPI AG 2022-12-01
Sraith:	NeuroSci
Ábhair:	brain metastases deep learning glioblastoma machine learning primary central nervous system lymphoma
Rochtain ar líne:	https://www.mdpi.com/2673-4087/4/1/3

Míreanna comhchosúla

A frailty-adjusted surgical risk, post-operative, long-term functional outcome and quality of life prediction score for intracranial meningiomas
de réir: L. Tariciotti, et al.
Foilsithe / Cruthaithe: (2022-01-01)

The role of SWI sequence during the preoperative targeting of the subthalamic nucleus for deep brain stimulation in Parkinson's disease: A retrospective cohort study
de réir: Luigi Gianmaria Remore, et al.
Foilsithe / Cruthaithe: (2024-04-01)

Indication and eligibility of glioma patients for awake surgery: A scoping review by a multidisciplinary perspective
de réir: Giorgio Fiore, et al.
Foilsithe / Cruthaithe: (2022-09-01)

Diffusion tensor imaging, intra-operative neurophysiological monitoring and small craniotomy: Results in a consecutive series of 103 gliomas
de réir: Giorgio Carrabba, et al.
Foilsithe / Cruthaithe: (2022-09-01)

Implication of tumor morphology and MRI characteristics on the accuracy of automated versus human segmentation of GBM areas
de réir: Valeria Cerina, et al.
Foilsithe / Cruthaithe: (2025-01-01)

Exoscopic Microsurgery: A Change of Paradigm in Brain Tumor Surgery? Comparison with Standard Operative Microscope
de réir: Andrea Di Cristofori, et al.
Foilsithe / Cruthaithe: (2023-07-01)

Fully endoscopic trans-sphenoidal (TNS) gross total resection of a rare granular cell tumour of the neurohypophysis: surgical video and case strategy discussion
de réir: D. Gagliano, et al.
Foilsithe / Cruthaithe: (2022-01-01)

Quantitative Physiologic MRI Combined with Feature Engineering for Developing Machine Learning-Based Prediction Models to Distinguish Glioblastomas from Single Brain Metastases
de réir: Seyyed Ali Hosseini, et al.
Foilsithe / Cruthaithe: (2024-12-01)

Prevention of Post-Operative Pain after Elective Brain Surgery: A Meta-Analysis of Randomized Controlled Trials
de réir: Giorgio Fiore, et al.
Foilsithe / Cruthaithe: (2023-04-01)

The role of SWI sequence during preoperative subthalamic nucleus targeting for deep brain stimulation in Parkinson’s disease: a retrospective randomized monocentric case-control study
de réir: L.G. Remore, et al.
Foilsithe / Cruthaithe: (2022-01-01)

Multi-task learning-based feature selection and classification models for glioblastoma and solitary brain metastases
de réir: Ya Huang, et al.
Foilsithe / Cruthaithe: (2022-09-01)

Exoscope and operative microscope for training in microneurosurgery: A laboratory investigation on a model of cranial approach
de réir: Tommaso Calloni, et al.
Foilsithe / Cruthaithe: (2023-03-01)

Post-surgical hypopituitarism in Cushing disease, surgical outcomes in a life threatening condition
de réir: L. Schisano, et al.
Foilsithe / Cruthaithe: (2022-01-01)

Tumor classification of gastrointestinal liver metastases using CT-based radiomics and deep learning
de réir: Hishan Tharmaseelan, et al.
Foilsithe / Cruthaithe: (2023-10-01)

Transfer Learning Approaches for Brain Metastases Screenings
de réir: Minh Sao Khue Luu, et al.
Foilsithe / Cruthaithe: (2024-11-01)

Rare Case of Extracranial Metastases in a Patient with IDH-Mutant Glioblastoma
de réir: Rishan Thimma Sudarsan, et al.
Foilsithe / Cruthaithe: (2023-04-01)

Biomarkers of Central Nervous System Involvement from Epithelial Ovarian Cancer
de réir: Giulia Scotto, et al.
Foilsithe / Cruthaithe: (2021-12-01)

Extracranial metastases in secondary glioblastoma multiforme: a case report
de réir: Jessica Rossi, et al.
Foilsithe / Cruthaithe: (2020-10-01)

An updated overview of DBS interventions in patients with dementia and future directions: a systematic review
de réir: L. Tariciotti, et al.
Foilsithe / Cruthaithe: (2022-01-01)

Where Does Auto-Segmentation for Brain Metastases Radiosurgery Stand Today?
de réir: Matthew Kim, et al.
Foilsithe / Cruthaithe: (2024-05-01)

AI-assisted clinical decision making (CDM) for dose prescription in radiosurgery of brain metastases using three-path three-dimensional CNN
de réir: Yufeng Cao, et al.
Foilsithe / Cruthaithe: (2023-03-01)

Indocyanine Green use in endoscopic trans-sphenoidal surgery
de réir: Antonio D'ammando, et al.
Foilsithe / Cruthaithe: (2023-01-01)

Glioblastoma multiforme recurrence on skin and subcutaneous tissue: a case report
de réir: Maria Ciscar-Fabuel, et al.
Foilsithe / Cruthaithe: (2024-09-01)

Boosting teamwork between scrub nurses and neurosurgeons: exploring the value of a role-played hands-on, cadaver-free simulation and systematic review of the literature
de réir: Camilla de Laurentis, et al.
Foilsithe / Cruthaithe: (2024-03-01)

Extrathoracic Metastases in Pleural Mesothelioma
de réir: Ibiayi Dagogo-Jack, MD, et al.
Foilsithe / Cruthaithe: (2023-09-01)

A machine learning-based model for clinical prediction of distal metastasis in chondrosarcoma: a multicenter, retrospective study
de réir: Jihu Wei, et al.
Foilsithe / Cruthaithe: (2023-12-01)

Cytokine Landscape in Central Nervous System Metastases
de réir: Julie Marin, et al.
Foilsithe / Cruthaithe: (2022-06-01)

A proposed methodology for detecting the malignant potential of pulmonary nodules in sarcoma using computed tomographic imaging and artificial intelligence-based models
de réir: Esha Baidya Kayal, et al.
Foilsithe / Cruthaithe: (2023-08-01)

Potential applications of image-guided radiotherapy for brain metastases and glioblastoma to improve patient quality of life
de réir: Nam Phong Nguyen, et al.
Foilsithe / Cruthaithe: (2013-11-01)

Zosteriform Cutaneous Distant Metastases as Onset of Relapsing Melanoma
de réir: Daniel Morgado-Carasco, et al.
Foilsithe / Cruthaithe: (2019-12-01)

Differentiation of multiple brain metastases and glioblastoma with multiple foci using MRI criteria
de réir: Sebastian Johannes Müller, et al.
Foilsithe / Cruthaithe: (2024-01-01)

Sites of metastasis and overall survival in esophageal cancer: a population-based study
de réir: Wu SG, et al.
Foilsithe / Cruthaithe: (2017-12-01)

Treatment of metastatic brain lesion
de réir: A. M. Zaytsev, et al.
Foilsithe / Cruthaithe: (2015-06-01)

Automatic detection and multi-component segmentation of brain metastases in longitudinal MRI
de réir: Vincent Andrearczyk, et al.
Foilsithe / Cruthaithe: (2024-12-01)

Evolving prognostic paradigms in lung adenocarcinoma with brain metastases: a web-based predictive model enhanced by machine learning
de réir: Min Liang, et al.
Foilsithe / Cruthaithe: (2025-02-01)

A pelvis MR transformer-based deep learning model for predicting lung metastases risk in patients with rectal cancer
de réir: Yin Li, et al.
Foilsithe / Cruthaithe: (2025-02-01)

A systematic review of brain metastases from lung cancer using magnetic resonance neuroimaging: Clinical and technical aspects
de réir: Sadegh Ghaderi, et al.
Foilsithe / Cruthaithe: (2024-06-01)

Multicentric 68Ga-PSMA PET radiomics for treatment response assessment of 177Lu-PSMA-617 radioligand therapy in patients with metastatic castration-resistant prostate cancer
de réir: Robin Gutsche, et al.
Foilsithe / Cruthaithe: (2023-09-01)

An Atypical Presentation of Hepatocellular Carcinoma with Multisite Metastasis following a Curative Liver Transplant
de réir: Patrick Gidley, et al.
Foilsithe / Cruthaithe: (2023-07-01)

The Road to Technical Proficiency in Cytoreductive Surgery for Peritoneal Carcinomatosis: Risk-Adjusted Cumulative Summation Analysis
de réir: Francesco Santullo, et al.
Foilsithe / Cruthaithe: (2022-05-01)