AI image analysis

Advanced Imaging Concepts (AIC) has provided digital imaging microscope solutions since 1989 to the life science research, biomedical imaging, and materials research communities. AIC specializes in recycling and repurposing existing microscope equipment, adding automation, AI-powered image analysis, real-time deconvolution, spinning disk confocal, and super resolution capabilities to existing systems, and offers complete new and refurbished microscope imaging systems.

automation integrationconsultinglight sheet microscopymicroscope recycling and repurposingmicroscope upgradesreal-time deconvolutionspinning disk confocal systemssuper resolution systemstraining seminars

ariadne.ai provides AI-powered biomedical image analysis solutions for microscopy, including spatial biology, volume electron microscopy, and neuron tracing. Its cloud-based SPATIAL platform and services (3dEMtrace, LMtrace) help research labs segment and analyze complex biological tissue data. The company states its services and deep-learning technology have been used in many high-profile scientific publications and that it is trusted by more than 50 world-leading research labs.

deep learningneuron and glia reconstructionpathology classificationphenotypingregistrationsegmentationspatial biologyspatial statisticsvolume electron microscopy segmentation

digiM is a microstructure science company headquartered in Woburn, Massachusetts, founded in 2014 by Dr. Shawn Zhang. It uses 3D imaging, AI analysis, and physics-based simulation to digitize drug product microstructures and predict formulation performance, serving pharmaceutical innovators and generic developers.

3D imagingcomputational fluid dynamicscorrelative microscopydeep learning segmentationFIB-SEMimage-based simulationmachine learning segmentationmosaic SEMoptical microscopyphysics-based simulationpolarized light microscopysynchrotron X-ray micro-CTX-ray micro-CTX-ray microscopy

ImageTwin AI GmbH develops Imagetwin, AI-powered image analysis software for detecting integrity issues in scientific figures. It detects image duplication, plagiarism, manipulation, and AI-generated content in research papers, comparing images against a database of over 160 million published figures. The software is used by publishers, universities, institutions, and researchers to support research integrity in publishing workflows.

AI-generated image detectionbulk scanning via APIduplication detectionforensic analysismanipulation detectionplagiarism detection