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
Bioinformatics | Computational Biology | RNA Biology Review of machine learning methods for RNA secondary structure prediction. August 26, 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
Oncology | Radiology Deep CNN Model Using CT Radiomics Feature Mapping Recognizes EGFR Gene Mutation Status of Lung Adenocarcinoma. March 1, 2021
Radiology Identification of COVID-19 samples from chest X-Ray images using deep learning: A comparison of transfer learning approaches. August 10, 2020
Radiology Deep CNN models for pulmonary nodule classification: model modification, model integration, and transfer learning. June 22, 2019