Letter to Editor about "Peripheral nerve blocks for hip fracture surgeries: a bibliometric and visual analysis". [PDF]
Int J SurgZhang M, Xu Z.
europepmc +1 more source
Calibration‐Free Electromyography Motor Intent Decoding Using Large‐Scale Supervised Pretraining
Advanced Intelligent Systems, EarlyView.Calibration‐free electromyography motor intent decoding is enabled through large‐scale supervised pretraining across heterogeneous datasets. A Spatially Aware Feature‐learning Transformer processes variable channel counts and electrode geometries, allowing transfer across users and recording setups. On a held‐out benchmark, fine‐tuned cross‐user models
Alexander E. Olsson +3 more
wiley +1 more source
Letter to editor: Clarification regarding effect size reporting in "biportal endoscopic versus conventional open spine surgery: a systematic review and meta-analysis". [PDF]
Asian Spine JAbudayeh AH, Fishchenko IV.
europepmc +1 more source
Optimizing 3D Bin Packing of Heterogeneous Objects Using Continuous Transformations in SE(3)
Advanced Intelligent Systems, EarlyView.This article presents a method for solving the three‐dimensional bin packing problem for heterogeneous objects using continuous rigid‐body transformations in SE(3). A heuristic optimization framework combines signed‐distance functions, neural network approximations, point‐cloud bin modeling, and physics simulation to ensure feasibility and stability ...
Michele Angelini, Marco Carricato
wiley +1 more source
Letter to Editor about "Identification of blood-secreted proteins as potential biomarkers for early perinatal depression". [PDF]
Int J SurgZheng W, Wang Y.
europepmc +1 more source
Advanced Intelligent Systems, EarlyView.Four decades of retinal vessel segmentation research (1982–2025) are synthesized, spanning classical image processing, machine learning, and deep learning paradigms. A meta‐analysis of 428 studies establishes a unified taxonomy and highlights performance trends, generalization capabilities, and clinical relevance.
Avinash Bansal +6 more
wiley +1 more source
Letter to editor: Inclusion of single-level studies in a meta-analysis of multilevel lumbar spinal stenosis: a methodological clarification. [PDF]
Asian Spine JAbudayehh AH, Fishchenko IV.
europepmc +1 more source
Vision‐Based Handover and Organization of Robotic Scrub Nurse for Seamless Surgical Flow
Advanced Intelligent Systems, EarlyView.This study presents a pose estimation‐based robotic scrub nurse (PERSN) that assists surgical procedures by estimating the surgeon's hand position, orientation, and grasping state, along with the constraint‐based 6D pose of surgical instruments. User evaluations show that PERSN provides greater immediate usability and reduces physical demand compared ...
Seongjoon Kang +9 more
wiley +1 more source
Letter to editor: AAV-mediated STC-1 expression mitigates neuroinflammation and preserves visual function in degenerative retinopathy. [PDF]
J Transl MedLou J.
europepmc +1 more source