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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

Convolutional Neural NetworkImage ClassificationMachine VisionMachine LearningImage AnalysisEngineeringBioimage AnalysisDigital PathologyBiomedical ImagingHistopathologyPathologyAspect RatioDeep LearningMedicineCell BiologyDeep Learning MethodsComputer VisionCell Detection