Image based cellular contractile force evaluation with small-world network inspired CNN: SW-UNet

23 Aug 2019Li HonghanDaiki MatsunagaTsubasa S. MatsuiHiroki AosakiShinji Deguchi

We propose an image-based cellular contractile force evaluation method using a machine learning technique. We use a special substrate that exhibits wrinkles when cells grab the substrate and contract, and the wrinkles can be used to visualize the force magnitude and direction... (read more)

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