Cargando…

Machine Learning-Based Radiomics of the Optic Chiasm Predict Visual Outcome Following Pituitary Adenoma Surgery

Preoperative prediction of visual recovery after pituitary adenoma surgery remains a challenge. We aimed to investigate the value of MRI-based radiomics of the optic chiasm in predicting postoperative visual field outcome using machine learning technology. A total of 131 pituitary adenoma patients w...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Yang, Chen, Chaoyue, Huang, Wei, Cheng, Yangfan, Teng, Yuen, Zhang, Lei, Xu, Jianguo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8541242/ https://www.ncbi.nlm.nih.gov/pubmed/34683132 http://dx.doi.org/10.3390/jpm11100991

Ejemplares similares

Predicting visual recovery in pituitary adenoma patients post-endoscopic endonasal transsphenoidal surgery: Harnessing delta-radiomics of the optic chiasm from MRI
por: Zhang, Yang, et al.
Publicado: (2023)

Preoperative volume of the optic chiasm is an easily obtained predictor for visual recovery of pituitary adenoma patients following endoscopic endonasal transsphenoidal surgery: a cohort study
por: Zhang, Yang, et al.
Publicado: (2023)

Quality of Life and Sleep in Patients with Pituitary Adenoma in Relation to Tumor Type and Compression of the Optic Chiasm
por: Sagan, Karol Piotr, et al.
Publicado: (2021)

Optic chiasm: Visualizing the visual pathway
por: Singh, Apinderpreet, et al.
Publicado: (2020)

Differentiation of Pituitary Adenoma from Rathke Cleft Cyst: Combining MR Image Features with Texture Features
por: Zhang, Yang, et al.
Publicado: (2019)

Ability of Radiomics in Differentiation of Anaplastic Oligodendroglioma From Atypical Low-Grade Oligodendroglioma Using Machine-Learning Approach
por: Zhang, Yang, et al.
Publicado: (2019)

Brain and Optic Chiasm Herniation into Sella after Pituitary Tumor Apoplexy
por: Pineyro, Maria M., et al.
Publicado: (2017)

Differentiation of Low-Grade Astrocytoma From Anaplastic Astrocytoma Using Radiomics-Based Machine Learning Techniques
por: Chen, Boran, et al.
Publicado: (2021)

Prediction of high infiltration levels in pituitary adenoma using MRI-based radiomics and machine learning
por: Zhang, Chao, et al.
Publicado: (2022)

SUN-422 Panhypopituitarism Secondary to Pituitary Macroadenoma with Optic Chiasm Compression and Possible Apoplexy
por: Petrenko, Olesya, et al.
Publicado: (2019)

Pituitary Hyperplasia Secondary to Primary Hypothyroidism Mimicking a Macroadenoma With Optical Chiasm Compression
por: Fujiwara, Mariana Tazima, et al.
Publicado: (2021)

Optical coherence tomography and visual evoked potentials in evaluation of optic chiasm decompression
por: Poczos, Pavel, et al.
Publicado: (2022)

Sandwich Neurovascular Conflict of Optic Chiasm
por: Venkatesh, Manchikanti, et al.
Publicado: (2019)

Ultrasound Assessment of the Fetal Optic Chiasm
por: Wang, Jo-Ting, et al.
Publicado: (2023)

Pituitary apoplexy without chiasm compression: A case report
por: Kynčl, Martin, et al.
Publicado: (2021)

Prediction of pituitary adenoma surgical consistency: radiomic data mining and machine learning on T2-weighted MRI
por: Cuocolo, Renato, et al.
Publicado: (2020)

Differentiation between Germinoma and Craniopharyngioma Using Radiomics-Based Machine Learning
por: Chen, Boran, et al.
Publicado: (2022)

THU226 Pituitary Hyperplasia With Optic Chiasm Compression Secondary To Levothyroxine Non-adherence In An Adolescent Patient
por: Hawco, Cassandra, et al.
Publicado: (2023)

The Organization of the Second Optic Chiasm of the Drosophila Optic Lobe
por: Shinomiya, Kazunori, et al.
Publicado: (2019)

Cavernous malformation of the optic chiasm: An uncommon location
por: Alafaci, Concetta, et al.
Publicado: (2015)

The Wilbrand’s knee does not exist in the optic chiasm
por: Grzybowski, Andrzej, et al.
Publicado: (2018)

Cavernous Hemangioma of the Chiasm and Left Optic Nerve
por: Voznyak, Oleksandr, et al.
Publicado: (2020)

Quantifying nerve decussation abnormalities in the optic chiasm
por: Puzniak, Robert J., et al.
Publicado: (2019)

Glioblastoma in the optic chiasm: A case report
por: Merchancano-Esquivel, Lina F., et al.
Publicado: (2021)

Optic chiasm in the species of order Clupeiformes, family Clupeidae: Optic chiasm of Spratelloides gracilis shows an opposite laterality to that of Etrumeus teres
por: Mogi, Kazue, et al.
Publicado: (2009)

Quality of care evaluation in non-functioning pituitary adenoma with chiasm compression: visual outcomes and timing of intervention clinical recommendations based on a systematic literature review and cohort study
por: Pelsma, Iris C. M., et al.
Publicado: (2020)

The Application of Artificial Intelligence and Machine Learning in Pituitary Adenomas
por: Dai, Congxin, et al.
Publicado: (2021)

Deep Learning-Based Detection of Malformed Optic Chiasms From MRI Images
por: Puzniak, Robert J., et al.
Publicado: (2021)

Rarest of the rare: Chordoid glioma infiltrating the optic chiasm
por: Al Hinai, Qasim S., et al.
Publicado: (2011)

Cavernous malformation of the optic chiasm: Neuro-endoscopic removal
por: Venkataramana, N. K., et al.
Publicado: (2016)

The history of optic chiasm from antiquity to the twentieth century
por: Costea, Claudia Florida, et al.
Publicado: (2017)

Machine-Learning Prediction of Postoperative Pituitary Hormonal Outcomes in Nonfunctioning Pituitary Adenomas: A Multicenter Study
por: Fang, Yi, et al.
Publicado: (2021)

Pituitary Adenoma Surgery Survey: Neurosurgical Centers and Pituitary Adenomas
por: Netuka, David, et al.
Publicado: (2022)

Successful resection of the recurrence of a cavernous malformation of the optic chiasm
por: Scholz, Martin, et al.
Publicado: (2008)

Uncommon cavernous malformation of the optic chiasm: a case report
por: Ning, Xianbin, et al.
Publicado: (2012)

Visual field improvement after endoscopic transsphenoidal surgery in patients with pituitary adenoma
por: Ji, Xiaoyu, et al.
Publicado: (2023)

Effects of Levothyroxine on Visual Evoked Potential Impairment Following Local Injections of Lysolecithin into the Rat Optic Chiasm
por: Payghani, Cobra, et al.
Publicado: (2018)

Radiomics-Based Machine Learning Technology Enables Better Differentiation Between Glioblastoma and Anaplastic Oligodendroglioma
por: Fan, Yimeng, et al.
Publicado: (2019)

Normal measurements of the optic nerve, optic nerve sheath and optic chiasm in the adult population
por: Mncube, Sanele S., et al.
Publicado: (2019)

Using CT radiomic features based on machine learning models to subtype adrenal adenoma
por: Qi, Shouliang, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_g86bohkr3bcl258m3tui5iugsr