Pierre Nedelec
Computational Data Scientist
Radiology
School of Medicine

Publications (9)

Top publication keywords:
HumansCognitionChildAlgorithmsIndividualityCross-Sectional StudiesDiffusion Magnetic Resonance ImagingNeuroimagingWhite MatterReadingAdolescentBrainLiteracyConnectomeMagnetic Resonance Imaging

• The University of California San Francisco, Brain Metastases Stereotactic Radiosurgery (UCSF-BMSR) MRI Dataset.
  Radiology. Artificial intelligence 2024 Rudie JD, Saluja R, Weiss DA, Nedelec P, Calabrese E, Colby JB, Laguna B, Mongan J, Braunstein S, Hess CP, Rauschecker AM, Sugrue LP, Villanueva-Meyer JE
• FEMA: Fast and efficient mixed-effects algorithm for large sample whole-brain imaging data.
  Human brain mapping 2024 Parekh P, Fan CC, Frei O, Palmer CE, Smith DM, Makowski C, Iversen JR, Pecheva D, Holland D, Loughnan R, Nedelec P, Thompson WK, Hagler DJ, Andreassen OA, Jernigan TL, Nichols TE, Dale AM
• White matter and literacy: A dynamic system in flux.
  Developmental cognitive neuroscience 2024 Roy E, Richie-Halford A, Kruper J, Narayan M, Bloom D, Nedelec P, Rauschecker AM, Sugrue LP, Brown TT, Jernigan TL, McCandliss BD, Rokem A, Yeatman JD
• 3D U-Net for automated detection of multiple sclerosis lesions: utility of transfer learning from other pathologies.
  Frontiers in neuroscience 2023 Wahlig SG, Nedelec P, Weiss DA, Rudie JD, Sugrue LP, Rauschecker AM
• The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma.
  ArXiv 2023 LaBella D, Adewole M, Alonso-Basanta M, Altes T, Anwar SM, Baid U, Bergquist T, Bhalerao R, Chen S, Chung V, Conte GM, Dako F, Eddy J, Ezhov I, Godfrey D, Hilal F, Familiar A, Farahani K, Iglesias JE,…

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• An Integrated Analysis of Clinical, Genomic, and Imaging Features Reveals Predictors of Neurocognitive Outcomes in a Longitudinal Cohort of Pediatric Cancer Survivors, Enriched with CNS Tumors (Rad ART Pro).
  Frontiers in oncology 2022 Kline C, Stoller S, Byer L, Samuel D, Lupo JM, Morrison MA, Rauschecker AM, Nedelec P, Faig W, Dubal DB, Fullerton HJ, Mueller S
• Corrigendum to "Microstructural development from 9 to 14 years: Evidence from the ABCD Study" [Dev. Cognit. Neurosci. 53 (2022) 101044].
  Developmental cognitive neuroscience 2022 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 2021 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 2021 Rauschecker AM, Gleason TJ, Nedelec P, Duong MT, Weiss DA, Calabrese E, Colby JB, Sugrue LP, Rudie JD, Hess CP