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...

Mô tả đầy đủ

Chi tiết về thư mục
Những tác giả chính:	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
Định dạng:	Bài viết
Ngôn ngữ:	English
Được phát hành:	MDPI AG 2022-12-01
Loạt:	NeuroSci
Những chủ đề:	brain metastases deep learning glioblastoma machine learning primary central nervous system lymphoma
Truy cập trực tuyến:	https://www.mdpi.com/2673-4087/4/1/3

Những quyển sách tương tự

A frailty-adjusted surgical risk, post-operative, long-term functional outcome and quality of life prediction score for intracranial meningiomas
Bằng: L. Tariciotti, et al.
Được phát hành: (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
Bằng: Luigi Gianmaria Remore, et al.
Được phát hành: (2024-04-01)

Indication and eligibility of glioma patients for awake surgery: A scoping review by a multidisciplinary perspective
Bằng: Giorgio Fiore, et al.
Được phát hành: (2022-09-01)

Diffusion tensor imaging, intra-operative neurophysiological monitoring and small craniotomy: Results in a consecutive series of 103 gliomas
Bằng: Giorgio Carrabba, et al.
Được phát hành: (2022-09-01)

Implication of tumor morphology and MRI characteristics on the accuracy of automated versus human segmentation of GBM areas
Bằng: Valeria Cerina, et al.
Được phát hành: (2025-01-01)

Exoscopic Microsurgery: A Change of Paradigm in Brain Tumor Surgery? Comparison with Standard Operative Microscope
Bằng: Andrea Di Cristofori, et al.
Được phát hành: (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
Bằng: D. Gagliano, et al.
Được phát hành: (2022-01-01)

Quantitative Physiologic MRI Combined with Feature Engineering for Developing Machine Learning-Based Prediction Models to Distinguish Glioblastomas from Single Brain Metastases
Bằng: Seyyed Ali Hosseini, et al.
Được phát hành: (2024-12-01)

Prevention of Post-Operative Pain after Elective Brain Surgery: A Meta-Analysis of Randomized Controlled Trials
Bằng: Giorgio Fiore, et al.
Được phát hành: (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
Bằng: L.G. Remore, et al.
Được phát hành: (2022-01-01)

Multi-task learning-based feature selection and classification models for glioblastoma and solitary brain metastases
Bằng: Ya Huang, et al.
Được phát hành: (2022-09-01)

Exoscope and operative microscope for training in microneurosurgery: A laboratory investigation on a model of cranial approach
Bằng: Tommaso Calloni, et al.
Được phát hành: (2023-03-01)

Post-surgical hypopituitarism in Cushing disease, surgical outcomes in a life threatening condition
Bằng: L. Schisano, et al.
Được phát hành: (2022-01-01)

Tumor classification of gastrointestinal liver metastases using CT-based radiomics and deep learning
Bằng: Hishan Tharmaseelan, et al.
Được phát hành: (2023-10-01)

Transfer Learning Approaches for Brain Metastases Screenings
Bằng: Minh Sao Khue Luu, et al.
Được phát hành: (2024-11-01)

Rare Case of Extracranial Metastases in a Patient with IDH-Mutant Glioblastoma
Bằng: Rishan Thimma Sudarsan, et al.
Được phát hành: (2023-04-01)

Biomarkers of Central Nervous System Involvement from Epithelial Ovarian Cancer
Bằng: Giulia Scotto, et al.
Được phát hành: (2021-12-01)

Extracranial metastases in secondary glioblastoma multiforme: a case report
Bằng: Jessica Rossi, et al.
Được phát hành: (2020-10-01)

An updated overview of DBS interventions in patients with dementia and future directions: a systematic review
Bằng: L. Tariciotti, et al.
Được phát hành: (2022-01-01)

Where Does Auto-Segmentation for Brain Metastases Radiosurgery Stand Today?
Bằng: Matthew Kim, et al.
Được phát hành: (2024-05-01)

AI-assisted clinical decision making (CDM) for dose prescription in radiosurgery of brain metastases using three-path three-dimensional CNN
Bằng: Yufeng Cao, et al.
Được phát hành: (2023-03-01)

Indocyanine Green use in endoscopic trans-sphenoidal surgery
Bằng: Antonio D'ammando, et al.
Được phát hành: (2023-01-01)

Glioblastoma multiforme recurrence on skin and subcutaneous tissue: a case report
Bằng: Maria Ciscar-Fabuel, et al.
Được phát hành: (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
Bằng: Camilla de Laurentis, et al.
Được phát hành: (2024-03-01)

Extrathoracic Metastases in Pleural Mesothelioma
Bằng: Ibiayi Dagogo-Jack, MD, et al.
Được phát hành: (2023-09-01)

A machine learning-based model for clinical prediction of distal metastasis in chondrosarcoma: a multicenter, retrospective study
Bằng: Jihu Wei, et al.
Được phát hành: (2023-12-01)

Cytokine Landscape in Central Nervous System Metastases
Bằng: Julie Marin, et al.
Được phát hành: (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
Bằng: Esha Baidya Kayal, et al.
Được phát hành: (2023-08-01)

Potential applications of image-guided radiotherapy for brain metastases and glioblastoma to improve patient quality of life
Bằng: Nam Phong Nguyen, et al.
Được phát hành: (2013-11-01)

Zosteriform Cutaneous Distant Metastases as Onset of Relapsing Melanoma
Bằng: Daniel Morgado-Carasco, et al.
Được phát hành: (2019-12-01)

Differentiation of multiple brain metastases and glioblastoma with multiple foci using MRI criteria
Bằng: Sebastian Johannes Müller, et al.
Được phát hành: (2024-01-01)

Sites of metastasis and overall survival in esophageal cancer: a population-based study
Bằng: Wu SG, et al.
Được phát hành: (2017-12-01)

Treatment of metastatic brain lesion
Bằng: A. M. Zaytsev, et al.
Được phát hành: (2015-06-01)

Automatic detection and multi-component segmentation of brain metastases in longitudinal MRI
Bằng: Vincent Andrearczyk, et al.
Được phát hành: (2024-12-01)

Evolving prognostic paradigms in lung adenocarcinoma with brain metastases: a web-based predictive model enhanced by machine learning
Bằng: Min Liang, et al.
Được phát hành: (2025-02-01)

A pelvis MR transformer-based deep learning model for predicting lung metastases risk in patients with rectal cancer
Bằng: Yin Li, et al.
Được phát hành: (2025-02-01)

A systematic review of brain metastases from lung cancer using magnetic resonance neuroimaging: Clinical and technical aspects
Bằng: Sadegh Ghaderi, et al.
Được phát hành: (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
Bằng: Robin Gutsche, et al.
Được phát hành: (2023-09-01)

An Atypical Presentation of Hepatocellular Carcinoma with Multisite Metastasis following a Curative Liver Transplant
Bằng: Patrick Gidley, et al.
Được phát hành: (2023-07-01)

The Road to Technical Proficiency in Cytoreductive Surgery for Peritoneal Carcinomatosis: Risk-Adjusted Cumulative Summation Analysis
Bằng: Francesco Santullo, et al.
Được phát hành: (2022-05-01)