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ZENODO
Software . 2023
License: CC BY
Data sources: ZENODO
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ZENODO
Software . 2023
License: CC BY
Data sources: Datacite
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IAMSAM : Image-based Analysis of Molecular signatures using the Segment-Anything Model

Authors: Lee, Dongjoo;

IAMSAM : Image-based Analysis of Molecular signatures using the Segment-Anything Model

Abstract

IAMSAM (Image-based Analysis of Molecular signatures using the Segment-Anything Model) is a user-friendly web-based tool designed to analyze ST data. This repository contains the code and resources to utilize the functionalities of IAMSAM described in our paper. Features IAMSAM utilizes the Segment-Anything Model for H&E image segmentation, which allows for morphological guidance in selecting ROIs for users. IAMSAM offers users with two modes for running the SAM algorithm: everything-mode and prompt-mode. Everything-mode : An automatic mode that generates masks for the entire image, providing a comprehensive analysis of the spatial gene expression patterns. Prompt-mode : An interactive mode that allows users to guide the segmentation process by providing box prompts. After selecting ROIs, IAMSAM automatically performs downstream analysis including identification of differentially expressed genes, enrichment analysis, and cell type prediction within the selected regions.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average