Implementation of "Synthetic Data Generation and Classification of Histopathological Images"

Official implementation of FPNuNet: A Frequency-Aware Prompt-Guided Network for Nuclear Segmentation and Classification in IHC images.

Histopathology Image Classification via Supervised Contrastive Deep Learning

This is my solution for "Global AI Hackathon'25 by Elucidata" competition.

Redes Neurais - Detecção de Câncer em Imagens

KBSMC_colon_tma_cancer_grading_1024_dataset

Code for "Difficulty Translation in Histopathology Images" full paper at Artificial Intelligence in Medicine (AIME) 2020.

Code for "Difficulty Translation in Histopathology Images" full paper at Artificial Intelligence in Medicine (AIME) 2020.

Following repository demonstrates machine learning architectures that can correctly classify lesions between LM and AMH. Overall, our methods showcase the potential for computer-aided diagnosis in dermatology, which, in conjunction with remote acquisition can expand the range of diagnostic tools in the community. This code is implemented using K…

Classification of Breast Cancer using Histopathological Images

Deep-learning based classification pipeline for subtyping lung tumors from histology. Study design and codebase to analyze the impact of nucleus segmentation on subtyping.

Deep learning analysis of the PCAM dataset

The official implementations of our BIBM'24 paper: Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading

The nuclei detection method on histology image proposed in the 2017 paper by Peikari et al.

Official Repository for "Detection of tumour infiltrating lymphocytes in CD3 and CD8 stained histopathological images using a two-phase deep CNN"

Deep learning based method called hist2RNA to predict the expression of genes using digital images of stained tissue samples

The code for LAGE-Net

Dataset Link

Tensorflow 2.0 implementation of the M-LSA method.

Breast Cancer Image Classification On WSI With Spatial Correlations https://teacher.bupt.edu.cn/zhuchuang/en/index.htm