Skip to main content

Home/ Web 2.0 tools for teachers/ Fundamental steps inartificial neural networks-based medical diagnosis - Pubrica
pubrica

Fundamental steps inartificial neural networks-based medical diagnosis - Pubrica - 0 views

MedicalManuscriptPeerReviewingServices Prepeerreview peerreviewservice pre-submissionpeerreview Peerreviewreport medicalpeerreviewservices peer-reviewedarticles Peer-reviewedpublication.

started by pubrica on 04 Nov 20
  • pubrica
     

    data:image/jpeg;base64,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

To Top

Start a New Topic » « Back to the Web 2.0 tools for teachers group