Instructor in Radiology

Email: SIYOUNG@mgh.harvard.edu

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Recent Publications

• Young SI, Dalca AV, Ferrante E, Golland P, Metzler CA, Fischl B, Iglesias JE. Supervision by Denoising. IEEE Trans Pattern Anal Mach Intell. 2025 Sep. 47(9):7279-7291
• Gopinath K, Hoopes A, Alexander DC, Arnold SE, Balbastre Y, Billot B, Casamitjana A, Cheng Y, Chua RYZ, Edlow BL, Fischl B, Gazula H, Hoffmann M, Keene CD, Kim S, Kimberly WT, Laguna S, Larson KE, Van Leemput K, Puonti O, Rodrigues LM, Rosen MS, Tregidgo HFJ, Varadarajan D, Young SI, Dalca AV, Iglesias JE. Synthetic data in generalizable, learning-based neuroimaging. Imaging Neurosci (Camb). 2024 Nov 01. 2:1-22
• Fernandez PB, Gopinath K, Williams-Ramirez J, Herisse R, Deden-Binder LJ, Zemlyanker D, Connors T, Kozanno L, Oakley D, Hyman B, Young SI, Iglesias JE. Pseudo-Rendering for Resolution and Topology-Invariant Cortical Parcellation. Mach Learn Med Imaging. 2025. 15242:74-84
• Laso P, Cerri S, Sorby-Adams A, Guo J, Mateen F, Goebl P, Wu J, Liu P, Li H, Young SI, Billot B, Puonti O, Sze G, Payabavash S, DeHavenon A, Sheth KN, Rosen MS, Kirsch J, Strisciuglio N, Wolterink JM, Eshaghi A, Barkhof F, Kimberly WT, Iglesias JE. QUANTIFYING WHITE MATTER HYPERINTENSITY AND BRAIN VOLUMES IN HETEROGENEOUS CLINICAL AND LOW-FIELD PORTABLE MRI. Proc IEEE Int Symp Biomed Imaging. 2024 May. 2024
• Gazula H, Tregidgo HFJ, Billot B, Balbastre Y, Williams-Ramirez J, Herisse R, Deden-Binder LJ, Casamitjana A, Melief EJ, Latimer CS, Kilgore MD, Montine M, Robinson E, Blackburn E, Marshall MS, Connors TR, Oakley DH, Frosch MP, Young SI, Van Leemput K, Dalca AV, Fischl B, MacDonald CL, Keene CD, Hyman BT, Iglesias JE. Machine learning of dissection photographs and surface scanning for quantitative 3D neuropathology. Elife. 2024 Jun 19. 12