Benchmark Tests of Convolutional Neural Network and Graph Convolutional Network on HorovodRunner Enabled Spark Clusters [PDF]
Jing Pan, Wendao Liu, Jing Zhou
openalex +1 more source
Real‐Time In Vivo Cellular‐Level Imaging During Puncture
We present an artificial‐intelligence‐empowered integrative‐light‐field microendoscopy (AIM) needle that delivers real‐time in vivo, diffraction‐limited cellular‐level imaging during puncture and visualizes layered microstructures along the needle path. As a microscopic complement to CT/ultrasound, it improves sampling localization and adds preliminary
Huifang Gao +13 more
wiley +1 more source
Efficient convolutional neural networks for acute lymphoblastic leukaemia prediction in computer vision. [PDF]
Mohan SB +4 more
europepmc +1 more source
OBUSight: Clinically Aligned Generative AI for Ophthalmic Ultrasound Interpretation and Diagnosis
OBUSight, a clinically aligned generative AI model that jointly generates reports and predicts diseases through multimodal semantic alignment, was trained and validated on a large multicenter dataset. OBUSight outperformed eight state‐of‐the‐art models, provided clinically reliable reports, enhanced diagnostic efficiency, and achieved performance ...
Xiaocong Liu +17 more
wiley +1 more source
Application of Fully Convolutional Neural Networks in the Assessment of Cerebral White Matter Involvement in Primary Sjögren's Syndrome. [PDF]
Sobański M +14 more
europepmc +1 more source
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation [PDF]
Jianxu Chen +4 more
openalex +1 more source
This study develops a deep learning‐based pathomics model to predict survival outcomes in pancreatic cancer patients. The CrossFormer architecture analyzes routine H&E‐stained tissue slides, identifying key prognostic features including stromal patterns, cellular characteristics, and immune infiltration.
Qiangda Chen +22 more
wiley +1 more source
Adaptation of convolutional neural networks for real-time abdominal ultrasound interpretation. [PDF]
Ruiz AJ +2 more
europepmc +1 more source
Acoustic holograms act as key tools for information encryption, yet current schemes limit encryption dimensionality/security and require time‐consuming decryption. A compact device integrates multi‐dimensional cascaded acoustic holography with particle manipulation, employs extra secret keys, enables rapid decryption, and is validated via 1D/2D/3D ...
Qin Lin +8 more
wiley +1 more source
Classifying polish in use-wear analysis with convolutional neural networks. [PDF]
Eleftheriadou A +3 more
europepmc +1 more source

