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Kimia Lab (KimiaLabMayo)

Kimia Lab

KimiaLabMayo

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Kimia Lab is a computational pathology lab focused on search and matching technologies in medicine.

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Kimia Lab's repositories

PathDino

PathDino - Rotation-Agnostic Image Representation Learning for Digital Pathology (CVPR 2024)

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HistopathologyFeatureExtractors

Histopathology Feature Extractors (2024)

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proxyFL

Decentralized federated learning through proxy model sharing

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BoVW

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yottixel

A search engine for Digital Histopathology Archives

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KimiaNet

A Trained Network for Histopathology Image Representation

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cytology-work

"ROI Detection" and "Cell Detection and Classification" in bone marrow cytology

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claw_stain_normalization

Class-Agnostic Weighted Normalization of Staining in Histopathology Images Using a Spatially Constrained Mixture Model

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graph_neural_networks

Representation Learning of Histopathology Images using Graph Neural Networks

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radon_barcodes

Barcode Annotations for Medical Image Retrieval: A Preliminary Investigation

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unet_comparative

A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images

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kimia_path24

Colored Kimia Path24 Dataset: Configurations and Benchmarks with Deep Embeddings

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SPLICE

Patch Collage Generator

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