Recent Publications

• Mauri C, McKenzie A, Analoro C, Yeon E, Coviello R, Mora J, Chollet E, Binder LD, Mahar A, Lin S, Benlahcen M, Ream A, Jama A, Garcia I, Tran N, Onta P, Wood S, Willis A, Mahmood A, Sinoballa G, Malki A, Tran K, Malireddy V, Onumajuru N, Lakshmanan S, Landaverde KH, Sidow R, Wood D, Nguyen B, Hernandez J, Bernier M, Hunter J, Malki A, Tum A, Chavez V, Shahu Z, Vasi I, Visser A, Ghaouta Z, Bond F, Vigneshwaran R, Kirkpatrick E, Barbosa MA, Rauh K, Herisse R, Pallares EG, Zeng X, Varadarajan D, Wang H, Magnain C, Edlow BL, Hoffmann M, Fischl B, Balbastre Y. VesSynth: Tubes Are All You Need for Robust Cross-Scale Cross-Modal 3D Vessel Segmentation. bioRxiv. 2026 Apr 05.
• Hoffmann M, Zöllei L, Dalca AV. Deep infant brain segmentation from multi-contrast MRI. Conf Rec Asilomar Conf Signals Syst Comput. 2025 Oct. 2025:974-981
• Hoffmann M. Domain-Randomized Deep Learning for Neuroimage Analysis: Selecting Training Strategies, Navigating Challenges, and Maximizing Benefits. IEEE Signal Process Mag. 2025 Jul. 42(4):78-90
• Specktor-Fadida B, Hoffmann M. SingleStrip: learning skull-stripping from a single labeled example. Data Eng Med Imaging (2025). 2026. 16191:42-52
• Abulnaga SM, Hoopes A, Dey N, Hoffmann M, Fischl B, Guttag J, Dalca AV. MultiMorph: On-demand Atlas Construction. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2025 Jun. 2025:30906-30917