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List of works by Chen Li

A Comprehensive Review of Markov Random Field and Conditional Random Field Approaches in Pathology Image Analysis

scientific article published on 27 April 2021

A Multiscale CNN-CRF Framework for Environmental Microorganism Image Segmentation

scientific article published on 07 July 2020

A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches

scientific article published on 29 September 2021

An Enhanced Framework of Generative Adversarial Networks (EF-GANs) for Environmental Microorganism Image Augmentation With Limited Rotation-Invariant Training Data

scientific article published in 2020

Applications of artificial neural networks in microorganism image analysis: a comprehensive review from conventional multilayer perceptron to popular convolutional neural network and potential visual transformer

scientific article published on 04 May 2022

CAISHI: A benchmark histopathological H&E image dataset for cervical adenocarcinoma in situ identification, retrieval and few-shot learning evaluation

scientific article published in 2024

DR-MIL: deep represented multiple instance learning distinguishes COVID-19 from community-acquired pneumonia in CT images

scientific article published on 09 September 2021

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

scientific article published in 2022

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