Using advanced imaging to understand the brain

The Research

Publications

Combining radiomics and deep convolutional neural network features from preoperative MRI for predicting clinically relevant genetic biomarkers in glioblastoma.

Neuro-oncology advances

Calabrese E, Rudie JD, Rauschecker AM, Villanueva-Meyer JE, Clarke JL, Solomon DA, Cha S

Corrigendum to "Microstructural development from 9 to 14 years: Evidence from the ABCD Study" [Dev. Cognit. Neurosci. 53 (2022) 101044].

Developmental cognitive neuroscience

Palmer CE, Pecheva D, Iversen JR, Hagler DJ, Sugrue L, Nedelec P, Fan CC, Thompson WK, Jernigan TL, Dale AM

Microstructural development from 9 to 14 years: Evidence from the ABCD Study.

Developmental cognitive neuroscience

Palmer CE, Pecheva D, Iversen JR, Hagler DJ, Sugrue L, Nedelec P, Fan CC, Thompson WK, Jernigan TL, Dale AM

Interinstitutional Portability of a Deep Learning Brain MRI Lesion Segmentation Algorithm.

Radiology. Artificial intelligence

Rauschecker AM, Gleason TJ, Nedelec P, Duong MT, Weiss DA, Calabrese E, Colby JB, Sugrue LP, Rudie JD, Hess CP

Detection of Neoplasms by Metagenomic Next-Generation Sequencing of Cerebrospinal Fluid.

JAMA neurology

Gu W, Rauschecker AM, Hsu E, Zorn KC, Sucu Y, Federman S, Gopez A, Arevalo S, Sample HA, Talevich E, Nguyen ED, Gottschall M, Nourbakhsh B, Gold CA, Cree BAC, Douglas VC, Richie MB, Shah MP, Josephson SA, Gelfand JM, Miller S, Wang L, Tihan T, DeRisi JL, Chiu CY, Wilson MR

Longitudinal analysis of regional brain changes in anti-NMDAR encephalitis: a case report.

BMC neurology

Nillo RM, Broce IJ, Uzgil B, Singhal NS, Glastonbury CM, Hess CP, Barkovich JA, Desikan RS, Sugrue LP

Closed-loop neuromodulation in an individual with treatment-resistant depression.

Nature medicine

Scangos KW, Khambhati AN, Daly PM, Makhoul GS, Sugrue LP, Zamanian H, Liu TX, Rao VR, Sellers KK, Dawes HE, Starr PA, Krystal AD, Chang EF

Automated multiclass tissue segmentation of clinical brain MRIs with lesions.

NeuroImage. Clinical

Weiss DA, Saluja R, Xie L, Gee JC, Sugrue LP, Pradhan A, Nick Bryan R, Rauschecker AM, Rudie JD

Brain MRI Deep Learning and Bayesian Inference System Augments Radiology Resident Performance.

Journal of digital imaging

Rudie JD, Duda J, Duong MT, Chen PH, Xie L, Kurtz R, Ware JB, Choi J, Mattay RR, Botzolakis EJ, Gee JC, Bryan RN, Cook TS, Mohan S, Nasrallah IM, Rauschecker AM

Feasibility of Simulated Postcontrast MRI of Glioblastomas and Lower-Grade Gliomas by Using Three-dimensional Fully Convolutional Neural Networks.

Radiology. Artificial intelligence

Calabrese E, Rudie JD, Rauschecker AM, Villanueva-Meyer JE, Cha S

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