公开(公告)号：US20200227147A1

公开(公告)日：2020-07-16

申请号：US16738549

申请日：2020-01-09

Applicant: 3M INNOVATIVE PROPERTIES COMPANY

Inventor： Nicholas J. Raddatz ,  Dominick R. Rocco

IPC: G16H10/60 ,  G06Q50/22 ,  G06N20/00 ,  G06F40/20 ,  G06N3/04

Abstract: A computer implemented method includes receiving text-based clinical documentation corresponding to a patient treated at a healthcare facility, converting the text-based clinical documentation to create a machine compatible converted input having multiple features, providing the converted input to a trained machine learning model that has been trained based on a training set of historical converted clinical documentation by the first entity, and receiving a prediction from the trained machine learning model, wherein the prediction corresponds to at least one of a predicted diagnostic related group (DRG) code or a set of predictions comprising a predicted principal diagnosis code for provision to a DRG calculator to determine the DRG code.

公开(公告)号：US20200227175A1

公开(公告)日：2020-07-16

申请号：US16738442

申请日：2020-01-09

Applicant: 3M INNOVATIVE PROPERTIES COMPANY

Inventor： Julie A. Salomon ,  Julie L. Imburgia ,  Jeffrey S. Seese ,  Nicholas J. Raddatz ,  Dominick R. Rocco

IPC: G16H50/70 ,  G16H10/60 ,  G16H50/20 ,  G16H70/20 ,  G16H70/60 ,  G06F40/253 ,  G06F40/284 ,  G06F40/295

Abstract: A computer implemented method includes receiving text-based clinical documentation corresponding to a patient treated at a healthcare facility, converting the text-based clinical documentation to create a machine compatible converted input having multiple features, providing the converted input to a trained machine learning model that has been trained based on a training set of historical converted clinical documentation by the first entity, receiving a prediction from the trained machine learning model, wherein the prediction corresponds to at least one of a predicted diagnostic related group (DRG) code or a set of predictions comprising a predicted principal diagnosis code for provision to a DRG calculator to determine the DRG code, and assign a priority score at least partially based on the prediction.