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...

書誌詳細
主要な著者:	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
フォーマット:	論文
言語:	English
出版事項:	MDPI AG 2022-12-01
シリーズ:	NeuroSci
主題:	brain metastases deep learning glioblastoma machine learning primary central nervous system lymphoma
オンライン･アクセス:	https://www.mdpi.com/2673-4087/4/1/3

類似資料

A deep learning model for preoperative differentiation between glioblastoma, central nervous system lymphoma and brain metastasis
著者:: L. Tariciotti, 等
出版事項: (2021-01-01)

A frailty-adjusted surgical risk, post-operative, long-term functional outcome and quality of life prediction score for intracranial meningiomas
著者:: L. Tariciotti, 等
出版事項: (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
著者:: Luigi Gianmaria Remore, 等
出版事項: (2024-04-01)

Indication and eligibility of glioma patients for awake surgery: A scoping review by a multidisciplinary perspective
著者:: Giorgio Fiore, 等
出版事項: (2022-09-01)

Diffusion tensor imaging, intra-operative neurophysiological monitoring and small craniotomy: Results in a consecutive series of 103 gliomas
著者:: Giorgio Carrabba, 等
出版事項: (2022-09-01)

Implication of tumor morphology and MRI characteristics on the accuracy of automated versus human segmentation of GBM areas
著者:: Valeria Cerina, 等
出版事項: (2025-01-01)

Exoscopic Microsurgery: A Change of Paradigm in Brain Tumor Surgery? Comparison with Standard Operative Microscope
著者:: Andrea Di Cristofori, 等
出版事項: (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
著者:: D. Gagliano, 等
出版事項: (2022-01-01)

Quantitative Physiologic MRI Combined with Feature Engineering for Developing Machine Learning-Based Prediction Models to Distinguish Glioblastomas from Single Brain Metastases
著者:: Seyyed Ali Hosseini, 等
出版事項: (2024-12-01)

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
著者:: L.G. Remore, 等
出版事項: (2022-01-01)

Prevention of Post-Operative Pain after Elective Brain Surgery: A Meta-Analysis of Randomized Controlled Trials
著者:: Giorgio Fiore, 等
出版事項: (2023-04-01)

Exoscope and operative microscope for training in microneurosurgery: A laboratory investigation on a model of cranial approach
著者:: Tommaso Calloni, 等
出版事項: (2023-03-01)

Multi-task learning-based feature selection and classification models for glioblastoma and solitary brain metastases
著者:: Ya Huang, 等
出版事項: (2022-09-01)

Post-surgical hypopituitarism in Cushing disease, surgical outcomes in a life threatening condition
著者:: L. Schisano, 等
出版事項: (2022-01-01)

Tumor classification of gastrointestinal liver metastases using CT-based radiomics and deep learning
著者:: Hishan Tharmaseelan, 等
出版事項: (2023-10-01)

Transfer Learning Approaches for Brain Metastases Screenings
著者:: Minh Sao Khue Luu, 等
出版事項: (2024-11-01)

Rare Case of Extracranial Metastases in a Patient with IDH-Mutant Glioblastoma
著者:: Rishan Thimma Sudarsan, 等
出版事項: (2023-04-01)

Biomarkers of Central Nervous System Involvement from Epithelial Ovarian Cancer
著者:: Giulia Scotto, 等
出版事項: (2021-12-01)

An updated overview of DBS interventions in patients with dementia and future directions: a systematic review
著者:: L. Tariciotti, 等
出版事項: (2022-01-01)

Extracranial metastases in secondary glioblastoma multiforme: a case report
著者:: Jessica Rossi, 等
出版事項: (2020-10-01)

Where Does Auto-Segmentation for Brain Metastases Radiosurgery Stand Today?
著者:: Matthew Kim, 等
出版事項: (2024-05-01)

AI-assisted clinical decision making (CDM) for dose prescription in radiosurgery of brain metastases using three-path three-dimensional CNN
著者:: Yufeng Cao, 等
出版事項: (2023-03-01)

Indocyanine Green use in endoscopic trans-sphenoidal surgery
著者:: Antonio D'ammando, 等
出版事項: (2023-01-01)

Glioblastoma multiforme recurrence on skin and subcutaneous tissue: a case report
著者:: Maria Ciscar-Fabuel, 等
出版事項: (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
著者:: Camilla de Laurentis, 等
出版事項: (2024-03-01)

Metástases intrarraquidianas de glioblastoma multiforme supratentorial da infância: relato de caso Spinal cord metastatic glioblastoma multiforme of childhood: case report
著者:: Patricia Imperatriz Porto Rondinelli, 等
出版事項: (2002-09-01)

A machine learning-based model for clinical prediction of distal metastasis in chondrosarcoma: a multicenter, retrospective study
著者:: Jihu Wei, 等
出版事項: (2023-12-01)

Extrathoracic Metastases in Pleural Mesothelioma
著者:: Ibiayi Dagogo-Jack, MD, 等
出版事項: (2023-09-01)

A proposed methodology for detecting the malignant potential of pulmonary nodules in sarcoma using computed tomographic imaging and artificial intelligence-based models
著者:: Esha Baidya Kayal, 等
出版事項: (2023-08-01)

Cytokine Landscape in Central Nervous System Metastases
著者:: Julie Marin, 等
出版事項: (2022-06-01)

Potential applications of image-guided radiotherapy for brain metastases and glioblastoma to improve patient quality of life
著者:: Nam Phong Nguyen, 等
出版事項: (2013-11-01)

Differentiation of multiple brain metastases and glioblastoma with multiple foci using MRI criteria
著者:: Sebastian Johannes Müller, 等
出版事項: (2024-01-01)

Zosteriform Cutaneous Distant Metastases as Onset of Relapsing Melanoma
著者:: Daniel Morgado-Carasco, 等
出版事項: (2019-12-01)

I BRAZILIAN CONSENSUS ON MULTIMODAL TREATMENT OF COLORECTAL LIVER METASTASES. MODULE 2: APPROACH TO RESECTABLE METASTASES
著者:: Héber Salvador de Castro RIBEIRO, 等
出版事項: (2016-03-01)

Sites of metastasis and overall survival in esophageal cancer: a population-based study
著者:: Wu SG, 等
出版事項: (2017-12-01)

Perspectives on (A)symmetry of Arcuate Fasciculus. A Short Review About Anatomy, Tractography and TMS for Arcuate Fasciculus Reconstruction in Planning Surgery for Gliomas in Language Areas
著者:: Andrea Di Cristofori, 等
出版事項: (2021-02-01)

Automatic detection and multi-component segmentation of brain metastases in longitudinal MRI
著者:: Vincent Andrearczyk, 等
出版事項: (2024-12-01)

Evolving prognostic paradigms in lung adenocarcinoma with brain metastases: a web-based predictive model enhanced by machine learning
著者:: Min Liang, 等
出版事項: (2025-02-01)

A pelvis MR transformer-based deep learning model for predicting lung metastases risk in patients with rectal cancer
著者:: Yin Li, 等
出版事項: (2025-02-01)

A systematic review of brain metastases from lung cancer using magnetic resonance neuroimaging: Clinical and technical aspects
著者:: Sadegh Ghaderi, 等
出版事項: (2024-06-01)