RtNet: a deep hybrid neural network for the identification of acute rejection and chronic allograft nephropathy after renal transplantation using multiparametric MRI.
Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association（2022）
摘要
Our study revealed that the proposed RtNet+ model owned a stable performance in revealing the cause of renal allograft dysfunction, and thus might offer important references for individualized diagnostics and treatment strategy.
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关键词
acute rejection,chronic allograft nephropathy,deep learning,magnetic response imaging,renal transplantation
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