Shypd.aiThe largest open index of AI toolsMedicalNet is an Open Source tool that provides 3D-ResNet pre-trained models and code for medical image analysis. It addresses deep learning performance affected by training data volume by aggregating diverse datasets.
Trending
About
MedicalNet offers a Pytorch implementation of Med3D for transfer learning in 3D medical image analysis. Recognizing that deep learning performance is significantly influenced by the volume of training data, the project has aggregated datasets with diverse modalities, target organs, and pathologies to create relatively large datasets. Based on these datasets, MedicalNet provides a series of 3D-ResNet pre-trained models and corresponding transfer-learning training code. This allows for improved performance in tasks like multi-class segmentation and nodule classification, as demonstrated by experiments on datasets such as MRBrainS18 and Visceral.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
