Our present study reveals that surgical step recognition performs moderately well when trained on video data from a single institution and applied to an external institution's data. Nevertheless, our model substantially improves its prediction capabilities when trained on the same amount of data from multiple institutions.
James S. Strong+8 more
wiley +1 more source
A multimodal fusion pipeline predicts high‐resolution ion distributions in imaging mass spectrometry by integrating Fourier transform ion cyclotron resonance, time‐of‐flight matrix‐assisted laser desorption/ionization, and time‐of‐flight secondary ion mass spectrometry data.
Md Inzamam Ul Haque+7 more
wiley +1 more source
Gender- and Age-Associated Variations in the Prevalence of Atelectasis, Effusion, and Nodules on Chest Radiographs: A Large-Scale Analysis Using the NIH ChestX-Ray8. [PDF]
Yayan J+3 more
europepmc +1 more source
Automated procedural analysis is recognized as one of the major game changers for robotic surgery. Meaning digital analysis needs to replace the manual assessments that set todays standard. Mechanical robotic‐instrument tracking enables the derivation of quantitative kinematic metrics that support behavior‐based workflow segmentation into distinct ...
Kateryna Pirkovets+4 more
wiley +1 more source
Associations of interstitial lung disease subtype and CT pattern with lung function and survival. [PDF]
Kim JS+24 more
europepmc +1 more source
Large Language Model‐Based Chatbots in Higher Education
The use of large language models (LLMs) in higher education can facilitate personalized learning experiences, advance asynchronized learning, and support instructors, students, and researchers across diverse fields. The development of regulations and guidelines that address ethical and legal issues is essential to ensure safe and responsible adaptation
Defne Yigci+4 more
wiley +1 more source
Diagnostic Value of Serum D-dimer, CA19-9, and CT Imaging Features in Pancreatic Ductal Adenocarcinoma and Benign Pancreatic Lesions. [PDF]
Li Y+6 more
europepmc +1 more source
Enhanced Actuation Stress in Variable Stiffness Liquid Crystal Elastomers
Liquid crystal elastomers (LCEs) filled with low‐melting‐point alloy particles exhibit a fivefold increase in actuation stress and tunable stiffness. At low filler concentrations, mechanically enhanced network entropy boosts force output, while higher concentrations enable variable stiffness. This composite design mimics muscle‐like behavior, advancing
Sophia Eristoff+2 more
wiley +1 more source
Artificial intelligence and robotic surgery in clinical medicine: progress, challenges, and future directions. [PDF]
Beyaz S+3 more
europepmc +1 more source
Small but Strong: Lightweight Architecture Improves Lung Nodule Detection and Segmentation
(a) Separated network architecture, where the lung nodule detection and segmentation networks are separated. (b) Separated head architecture, where an anchor‐based head is responsible for detection and another head for segmentation. (c) The study's architecture, containing a lightweight backbone network based on deformable Transformer for feature ...
Lilu Liu+6 more
wiley +1 more source