Nuance Communications, Inc.

Microsoft Technology Licensing, LLC

Karen Anne Doyle

Frank Montyne

Mariana Casella Dos Santos

David Decraene

James R Flanagan

Marnix Holvoet

Johan Raedemaeker

Joeri Van Der Vloet

David Hellman

Girija Yegnanarayanan

Frederik Coppens

Isam H Habboush

Ignace Desimpel

Tom Deray

Anthony J Elcocks

Matthew R Shelton

Roubik Manoukian

Maria Van Gurp

Scott Abrutyn

Davide Zaccagnini

Anush Hartunian

An original text that is a representation of a narration of a patient encounter provided by a clinician may be received and re-formatted to produce a formatted text. One or more clinical facts may be extracted from the formatted text. A first fact of the clinical facts may be extracted from a first portion of the formatted text, and the first portion of the formatted text may be a formatted version of a first portion of the original text. A linkage may be maintained between the first fact and the first portion of the original text.

Methods and apparatus for formatting text for clinical fact extraction

A set of one or more clinical facts may be collected from a clinician's encounter with a patient. It may be determined that an unspecified diagnosis not included in the set of facts may possibly be ascertained from the patient encounter. A user may be alerted that the unspecified diagnosis may possibly be ascertained from the patient encounter.

Methods and apparatus for identifying unspecified diagnoses in clinical documentation

A set of one or more clinical facts may be collected from a clinician's encounter with a patient. From the set of facts, it may be determined that an additional fact that provides additional specificity to the set of facts may possibly be ascertained from the patient encounter. A user may be alerted that the additional fact may possibly be ascertained from the patient encounter.

Methods and apparatus for analyzing specificity in clinical documentation

A plurality of clinical facts may be extracted from a free-form narration of a patient encounter provided by a clinician. The plurality of clinical facts may include a first fact and a second fact. The first fact may be extracted from a first portion of the free-form narration, and the second fact may be extracted from a second portion of the free-form narration. A first indicator that indicates a first linkage between the first fact and the first portion of the free-form narration may be provided to a user. A second indicator, different from the first indicator, that indicates a second linkage between the second fact and the second portion of the free-form narration may also be provided to the user.

Methods and apparatus for linking extracted clinical facts to text

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Annapolis, MD, United States of America

Karen Anne Doyle