Pierre Nedelec
Computational Data Scientist
Radiology
School of Medicine

Publications (22)

Top publication keywords:
Meningeal NeoplasmsHabitsCognitionAdolescent DevelopmentCerebral VentriclesHydrocephalusMeningiomaWhite MatterReadingTelevisionPrenatal DiagnosisBrainRadiotherapy Planning, Computer-AssistedDyslexiaMagnetic Resonance Imaging

• A neuroanatomical basis for co-occurring low attention and low reading ability.
  Cerebral cortex (New York, N.Y. : 1991) 2026 Romano MF, Nedelec P, Mandelli ML, Yeatman JD, Bonham LW, Pinheiro-Chagas P, Sugrue LP, Gorno-Tempini M, Rauschecker AM
• Segmenting with confidence through uncertainty quantification for brain tumor imaging.
  NPJ digital medicine 2026 Guennoun Y, Nedelec P, McArthur M, Bloch E, Wei J, Sugrue L, Calabrese E, Rauschecker AM
• YIA26-002: Automated Segmentation and Radiogenomic Analysis of Primary CNS Lymphoma.
  Journal of the National Comprehensive Cancer Network : JNCCN 2026 Rauschecker A, Romano M, Wei J, Girma S, Beheshtian E, Nedelec P, Eghbali R, Sugrue L, Rubenstein JL
• YIA26-002: Automated Segmentation and Radiogenomic Analysis of Primary CNS Lymphoma.
  Journal of the National Comprehensive Cancer Network : JNCCN 2026 Rauschecker A, Romano M, Wei J, Girma S, Beheshtian E, Nedelec P, Eghbali R, Sugrue L, Rubenstein JL
• Social media use and early adolescent brain structure: Findings from the Adolescent Brain Cognitive Development (ABCD) Study.
  NeuroImage 2026 Nagata JM, Bao K, Murray SB, Nedelec P, Richardson RA, Nayak S, Li EJ, Wong JH, Muller-Oehring EM, Scheffler A, Baker FC, Rauschecker AM, Sugrue LP

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• Prediction of CSF Intervention in Fetal Ventriculomegaly via Artificial Intelligence-Powered Normative Modeling.
  AJNR. American journal of neuroradiology 2026 Zhou M, Rajan SA, Nedelec P, Bayona JB, Glenn O, Gupta N, Gano D, George E, Rauschecker AM
• The 2024 Brain Tumor Segmentation Challenge Meningioma Radiotherapy (BraTS-MEN-RT) dataset.
  Scientific data 2026 LaBella D, Schumacher K, Mix M, Leu K, McBurney-Lin S, Nedelec P, Villanueva-Meyer J, Raleigh DR, Shapey J, Vercauteren T, Chia K, Ivory M, Barfoot T, Al-Salihi O, Leu J, Halasz LM, Velichko Y, Wang C…
• Bladder control side-effects of deep brain stimulation for major depressive disorder related to recruitment of distinct subcomponents of the anterior limb of the internal capsule.
  Brain stimulation 2025 Sellers KK, Sugrue LP, Tremblay-McGaw AG, Becker NC, Nedelec P, Hamlat EJ, Chang EF, Krystal AD
• Rapid resolution of depression and epilepsy following resection of a septal region tumor: illustrative case.
  Journal of neurosurgery. Case lessons 2025 Starkweather CK, Sugrue LP, Nedelec P, Krystal AD, Knowlton RC, Chang EF
• Neurocognitive and brain structure correlates of reading and television habits in early adolescence.
  Scientific reports 2025 Rauschecker AM, Nedelec P, Pan S, Olaru M, Nillo RM, Palmer CE, Pecheva D, Dale AM, Jernigan TL, Sugrue LP
• Automated Lesion and Feature Extraction Pipeline for Brain MRIs with Interpretability.
  Neuroinformatics 2025 Eghbali R, Nedelec P, Weiss D, Bhalerao R, Xie L, Rudie JD, Liu C, Sugrue LP, Rauschecker AM
• A multi-institutional meningioma MRI dataset for automated multi-sequence image segmentation.
  Scientific data 2024 LaBella D, Khanna O, McBurney-Lin S, Mclean R, Nedelec P, Rashid AS, Tahon NH, Altes T, Baid U, Bhalerao R, Dhemesh Y, Floyd S, Godfrey D, Hilal F, Janas A, Kazerooni A, Kent C, Kirkpatrick J, Kofler …
• Differences in educational opportunity predict white matter development.
  Developmental cognitive neuroscience 2024 Roy E, Van Rinsveld A, Nedelec P, Richie-Halford A, Rauschecker AM, Sugrue LP, Rokem A, McCandliss BD, Yeatman JD
• 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,…
• 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