Bioinformatics | Drug Discovery | Pharmacology A deep learning drug screening framework for integrating local-global characteristics: A novel attempt for limited data. August 12, 2024
Radiology Deep-DM: Deep-driven deformable model for 3D image segmentation using limited data. August 7, 2024
Radiology Improving the Generalizability and Performance of an Ultrasound Deep Learning Model Using Limited Multicenter Data for Lung Sliding Artifact Identification. June 19, 2024
Artificial Intelligence | Dermatology | Wound Care An ingenious deep learning approach for pressure injury depth evaluation with limited data. June 2, 2024
Industrial Engineering | Machine Learning Meta learning based residual network for industrial production quality prediction with limited data. May 25, 2024
Bioinformatics | Computational Biology Systematic investigation of machine learning on limited data: A study on predicting protein-protein binding strength. January 18, 2024
Deep Learning | Healthcare | Rare Diseases | Time Series Analysis An Enhanced Classification Framework for Limited IoHT Time Series Data Using Ensemble Deep Learning and Image Encoding. December 12, 2023
Endocrinology | Radiology Generating synthetic medical images with limited data using auxiliary classifier generative adversarial network: a study on thyroid ultrasound images. December 8, 2023
Other Brickognize: Applying Photo-Realistic Image Synthesis for Lego Bricks Recognition with Limited Data. February 28, 2023
Fault Diagnosis | Industrial Applications A Hybrid Matching Network for Fault Diagnosis under Different Working Conditions with Limited Data. July 11, 2022
Artificial Intelligence | Computer Vision When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition With Limited Data. June 9, 2020