Automated white matter fiber tract identification in patients with brain tumors

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• 作者：Lauren J. O&rsquo ; Donnell^a ; ^{odonnell@bwh.harvard.edu} ; Yannick Suter^a ; ^d ; Laura Rigolo^a ; Pegah Kahali^a ; Fan Zhang^a ; Isaiah Norton^a ; Angela Albi^a ; ^c ; Olutayo Olubiyi^a ; Antonio Meola^a ; Walid I. Essayed^a ; Prashin Unadkat^a ; Pelin Aksit Ciris^a ; ^b ; William M. Wells III^a ; Yogesh Rathi^a ; Carl-Fredrik Westin^a ; Alexandra J. Golby^a
• 关键词：Neurosurgery ; Diffusion MRI ; Tractography ; Tumor ; Fiber tract ; White matter
• 刊名：NeuroImage: Clinical
• 出版年：2017
• 出版时间：2017
• 年：2017
• 卷：13
• 期：Complete
• 页码：138-153
• 全文大小：4388 K
• 卷排序：13

文摘

Spectral clustering machine learning approach for white matter tract identification Data-driven white matter parcellation learned from healthy subjects tractography White matter parcellation applied to 18 consecutive patients with brain tumors Arcuate fasciculus and corticospinal tracts identified in all patients All tracts within 3 mm of corresponding patient-specific functional activations