(IEEE Trans Biomed Eng[TA])
12,539 results
  • SARM: Benchtop Evaluation of a Task-Driven Two-Stage Deep Learning Framework for Stimulation Artifact Removal in Peripheral Neural Decoding. [Journal Article]
    IEEE Trans Biomed Eng. 2026 Sep 25; PP. [Online ahead of print]Lim BZH, Drealan M, … Yang ZIT
  • CONCLUSIONS: These results demonstrate the feasibility of task-driven artifact removal for peripheral neural decoding in a controlled benchtop setting. The proposed hybrid training approach provides a practical means of optimizing deep neural networks using decoding-aligned objectives. However, validation used replayed neural recordings and experimentally injected artifacts. Further in vivo closed-loop evaluation is needed to account for physiological electrode-tissue interactions, biological artifacts, and real-time sensorimotor feedback. This work provides a foundation for developing robust bidirectional peripheral neural interfaces that combine motor decoding with sensory feedback.
  • Multimodal Portable Donor Organ Assessment Device. [Journal Article]
    IEEE Trans Biomed Eng. 2026 Sep 22; PP. [Online ahead of print]Manchukan Y, Mir M, … Kim JIT
  • CONCLUSIONS: These findings demonstrate the feasibility of integrating multiple sensing modalities into a single portable platform for localized and quantitative tissue assessment.
  • Characterizing Higher-order Functional Brain Networks with Simplicial Complexes and Temporal Dynamics. [Journal Article]
    IEEE Trans Biomed Eng. 2026 Sep 23; PP. [Online ahead of print]Li X, Cheng P, … Zhang XIT
  • While conventional approaches characterize brain functional connectivity using static, pairwise interactions, higher-order interactions among multiple regions and their temporal organization are also essential for understanding complex brain dynamics. Here, we propose a temporal higher-order functional brain network framework (THFBN) that integrates simplicial complexes with temporal dynamical mo…