SIAN: Style-Guided Instance-Adaptive Normalization for Multi-Organ
Histopathology Image Synthesis

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SIAN: Style-Guided Instance-Adaptive Normalization for Multi-Organ Histopathology Image Synthesis

IEEE International Symposium on Biomedical Imaging (ISBI), 2022

2 September 2022

Aleksandar Vakanski

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Papers citing "SIAN: Style-Guided Instance-Adaptive Normalization for Multi-Organ Histopathology Image Synthesis"

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Title
Co-synthesis of Histopathology Nuclei Image-Label Pairs using a Context-Conditioned Joint Diffusion Model Seonghui Min Hyunwoo Oh Won-Ki Jeong DiffM MedIm 283 6 0 19 Jul 2024
Controllable and Efficient Multi-Class Pathology Nuclei Data Augmentation using Text-Conditioned Diffusion Models Hyunwoo Oh Won-Ki Jeong MedIm 194 10 0 19 Jul 2024
Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis Shijie Li Mengwei Ren T. Ach Guido Gerig 229 0 0 18 Aug 2023
DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image DatasetsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Hyunwoo Oh Won-Ki Jeong MedIm DiffM 126 42 0 25 Jun 2023
Topology-Guided Multi-Class Cell Context Generation for Digital PathologyComputer Vision and Pattern Recognition (CVPR), 2023 Shahira Abousamra Rajarsi R. Gupta Tahsin M. Kurc Dimitris Samaras Joel H. Saltz Chao Chen MedIm 143 11 0 05 Apr 2023