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Journal of Neuroimaging in Psychiatry & Neurology最新文献

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Medial Temporal Lobe and Cortical Involvement: Neuroanatomical Signatures of Symptom Dimension Dominant Schizophrenia 内侧颞叶和皮层受累:症状维度优势型精神分裂症的神经解剖学特征
Journal of Neuroimaging in Psychiatry & Neurology Pub Date : 1900-01-01 DOI: 10.17756/jnpn.2021-039
F. Provenzano
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引用次数: 0
Convolutional Neural Networks Accurately Predict Benign versus Malignant Status Among Peripheral Nerve Sheath Tumors 卷积神经网络能准确预测周围神经鞘肿瘤的良恶性
Journal of Neuroimaging in Psychiatry & Neurology Pub Date : 1900-01-01 DOI: 10.17756/jnpn.2021-038
A. Mazal, Liyuan Chen, F. Poh, Jing Wang, M. Folkert, O. Ashikyan, P. Pezeshk, A. Chhabra
{"title":"Convolutional Neural Networks Accurately Predict Benign versus Malignant Status Among Peripheral Nerve Sheath Tumors","authors":"A. Mazal, Liyuan Chen, F. Poh, Jing Wang, M. Folkert, O. Ashikyan, P. Pezeshk, A. Chhabra","doi":"10.17756/jnpn.2021-038","DOIUrl":"https://doi.org/10.17756/jnpn.2021-038","url":null,"abstract":"Background: Peripheral nerve sheath tumors (PNSTs) comprise ~5-10% of soft tissue tumors encountered in the clinical setting. Benign lesions (BPNSTs), such as neurofibromas and schwannomas are often asymptomatic or cause neuropathy. Malignant peripheral nerve sheath tumors (MPNSTs) frequently exhibit rapid invasive behavior and metastatic spread. MR imaging markers do not reliably differentiate BPNSTs from MPNSTs. Convolutional neural networks employ machine learning and multi-order statistics to derive imaging signatures that could improve diagnostic assessment of PNSTs.","PeriodicalId":385711,"journal":{"name":"Journal of Neuroimaging in Psychiatry & Neurology","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133166257","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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