DeepMapper: Attention-Based AutoEncoder for System Identification in Wound Healing and Stage Prediction
Fan Lu, Ksenia Zlobina, Michael Briden, Oscar Avalos, Héctor Carrión, Sebastian Casadiegos Osorio, Hsin‐ya Yang, Alexandra Nava, Michelle Dawn Bagood, Marco Rolandi, Roslyn Rivkah Isseroff, Marcella M. Gomez
This paper proposes a deep learning-based control framework for wound healing that accelerates closure by 17.71% in simulations and 40% in vivo.
Advanced Intelligent Discovery · Apr 14, 2026Peer-reviewedSystems Biology