Rendering Synthetic Defects for Learning‐Based Industrial Inspection
Abstract Computer vision increasingly uses synthetic data from physically based rendering to supplement limited real‐world datasets. In industrial inspection, defect data is scarce and the rendering pipeline is explicitly controlled, and synthetic defect generation therefore becomes a dataset design problem.
Runzhou Mao +5 more
wiley +1 more source
A multi-modal dataset for insect biodiversity with imagery and DNA at the trap and individual level. [PDF]
Orsholm J +28 more
europepmc +1 more source
Liver Organoids: From Disease Modelling to Regenerative Medicine
Liver organoids provide a versatile platform for disease modelling and drug discovery, leveraging stem cells and engineering techniques. They bridge research and clinical applications, offering significant potential for advancing precision medicine and regenerative therapies for liver diseases.
Tiepeng Wang +5 more
wiley +1 more source
Biochemical-knowledge-driven machine learning pipeline for generating potent antimicrobial peptides. [PDF]
Yang D +6 more
europepmc +1 more source
Development of a deep learning based framework for classification of Indian venomous snakes integrated with explainable artificial intelligence for primary and emergency care providers. [PDF]
Manna IIA +6 more
europepmc +1 more source
Small Bowel Lesions and Bleeding Risk in Hemodialysis Patients: A Narrative Review
ABSTRACT Background Gastrointestinal bleeding is very common among hemodialysis patients. This high bleeding risk is caused by uremic platelet dysfunction, vascular fragility, intradialytic hemodynamic instability, and widespread antithrombotic therapy.
Andreas Smyrlis +3 more
wiley +1 more source
Comparing deep learning models for butterfly and moth (Lepidoptera) species identification
Deep learning models open new possibilities for the processing of image‐based species records. We used high‐performance computing to compare 40 models for butterfly and moth species identification based on a citizen science dataset with over 500,000 images of 162 species.
Friederike Barkmann +2 more
wiley +1 more source
SAMJ: fast image annotation on ImageJ/Fiji via segment anything model. [PDF]
García-López-de-Haro C +11 more
europepmc +1 more source
UC2‐ESP: A general‐purpose framework for open‐source microscopy control
Abstract Building the optical setup for investigating biological questions comes with challenges. A major such challenge is setting up and synchronizing the control of multiple hardware components such as stages, cameras and lasers. With UC2‐ESP, we present a low‐cost electronics system powered by the ESP32 microcontroller (∼$10), designed as an ...
Benedict Diederich +5 more
wiley +1 more source
A Data-Efficient Machine Learning Approach for Breast Ultrasound Lesion Classification Integrating Image-Derived Features and Sonographic Descriptors. [PDF]
Karacor AG, Sahin S.
europepmc +1 more source

