Oncology | Pathology Breast cancer histopathology image-based gene expression prediction using spatial transcriptomics data and deep learning. August 21, 2023
Medical Imaging | Oncology | Pathology EBHI: A new Enteroscope Biopsy Histopathological H&E Image Dataset for image classification evaluation. February 22, 2023
Biomedical Engineering | Computer Science | Microbiology A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches. June 13, 2022
Bioinformatics | Microbiology A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): From Convolutional Neural Networks to Visual Transformers. March 21, 2022
Pathology IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach. February 5, 2022
Computer Science | Oncology | Pathology GasHisSDB: A new gastric histopathology image dataset for computer aided diagnosis of gastric cancer. January 11, 2022
Pathology Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: From convolutional neural networks to visual transformers. November 21, 2021
Biotechnology | Industrial Domain | Medical Technique A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches. October 4, 2021
Gynecology | Pathology DeepCervix: A deep learning-based framework for the classification of cervical cells using hybrid deep feature fusion techniques. July 31, 2021
Microbiology EMDS-5: Environmental Microorganism image dataset Fifth Version for multiple image analysis tasks. May 12, 2021
Radiology Identification of COVID-19 samples from chest X-Ray images using deep learning: A comparison of transfer learning approaches. August 10, 2020