Topic Update: Next Release

WORK IN PROGRESS!

Changes listed on this page may be available on the Test system (test.nvoq.com), but there could be some that are not there yet.

Each item lists the topic version number in which it was tested (e.g. 20250218). To see the topic version currently deployed on Test, visit Topic Updates on Test System.

Accuracy - General

  • New Drugs/Devices Support – (B-17993, S-17995; 20250411)  Corpus and dictionary support for new drugs and medical devices approved by the FDA between January and March 2025 have been added.

  • Seconds - (D-13461; 20250409) Previously, the term "seconds" was being misinterpreted as a fraction rather than a time unit. For example, "thirty second hold" was incorrectly returning as "30/2 hold" instead of "30 second hold." This issue has now been resolved.

  • Acoustic Model Improvements – (S-17856, D-13398, D-13429, D-13451; 202503031) Topics have been trained with improved acoustic data, addressing the following issues:

    • Reduced occurrence of non-spoken words (e.g., "A" or "I") appearing at the beginning of transcripts.

    • Reduced occurrence of "period" punctuation being misrecognized as “good.”

    • Fewer word omissions at the beginning of a transcript

  • Comma Punctuation Recognition Fix (D-13743; 20250312) We addressed an issue where the comma punctuation was misrecognized as "come a" or "com at" in certain cases. Recognition accuracy for these instances has been improved.

  • Homonym Fixes – (D-13703; 20250408) Homonyms like beat/beet, our/are, where/wear/were, U/you and 4/for were given support so that they now return correctly for specific samples included in this item.

  • Enumerations – (S-18051; 20250402) We have improved the recognition of enumerations in various formats, for example:

    • newline number <1,2...>

    • period number <1,2...>

    • number <1,2..>

  • Removal of Support for "Dr." Followed by Letter Homonyms – (B-17841; 20250305) Support has been removed for "Dr." followed directly by a single letter (e.g., C, B, N, A, H) in the corpus. These instances were causing incorrect returns, for example, “C” was returning instead of “see,” and “B” instead of “be.”

    Another example:

    • Before: "Dr. N family are in agreement with plan of care."

    • After: "Doctor and family are in agreement with plan of care.”
      The system will interpret and output “Dr.” followed by the spoken name if it matches an entry in our names list. If the following word is not a recognized as a name or isn't in the list, the word “doctor” will return instead.

      If "doctor" followed by a name does not return as "Dr." preceding the name, add "Dr. [Name]" as a vocabulary to ensure correct recognition and formatting. (Note: The documentation and video for nVoq Administrator Vocabulary has been updated to reflect this.)

  • Insert Routine – (S-18052; 20250410) Extra support was added for "insert routine" so these words return accurately.  

  • 2.x and 4.x – (D-13704; 20250411) Fixed an issue in which decimal numbers starting with 2 or 4 were not returning in the correct numerical format.

  • Scratch That – (S-18050; 20250411) Extra support was added for "scratch that" so these words return correctly.

  • New words from Corrections – (S-18116; 20250414) Support for new words identified in corrected dictations submitted between Sept 2024 through Feb 2025 was added to the dictionary with limited support in the appropriate topics.

    • sesamoidean

    • hyoscyamine

    • MediHoney

    • Kat

    • Klaravich

    • DMETrack

    • LaryTube

    • anucleate

    • Biocidin

    • Dubb

    • Reyn

    • upload

    • VitaCare

    • Accuplex

    • Cathflo

    • Cuticerin

    • Donnally

    • donner

    • Fraguela

    • Imagyst

    • O'Donnell

    • orthoroentgenogram

    • SierraDerm

    • WellSky

    • aCremation

    • ADRC

    • Ahsan

    • cardiometabolic

    • docusate

    • Endit

    • lactated

    • MitoCORE

Accuracy - General Medicine

  • Punctuation "Period" Fix – (D-13700; 20250410) Resolved an issue affecting certain samples where the word "period" was transcribed instead of the punctuation mark (.).

  • Words Added – (S-17812, S-18116; 20250410) The following terms have been added to the dictionary along with some support for them in the corpus:    

    • ApoA-1

    • ApoB

    • AIRSUPRA

    • homocysteine

    • ForTec Medical

    • butalbital

    • CAPOX

    • basic

    • Teladoc

Accuracy - Orthopedics

  • Words Added – (S-17811, S-18116; 20250416) The following terms have been added to the dictionary—if they were not already included—along with some corresponding support for them in the corpus:  

    • cyma line

    • OSSIO

    • os acromiale

    • os calcis

    • os carpalia

    • os intercuneiforme

    • os intermetatarseum

    • os lanula

    • os odentoideum

    • os peroneum

    • os sesamoideum

    • os supranaviculare

    • os sustentaculum

    • os talocalcaneus

    • os tibiale externum

    • os trapezium

    • os trapezoideum

    • os triangulare

    • os trigonum

    • os ulnar styloidum

    • os vesalianum

Accuracy - Pathology

  • Corpus Cleanup – (S-18073; 20250331) Ongoing cleanup of the corpus continues. Pathology corpus materials have been reviewed and refined to remove misspellings and nonsensical phrasing.

  • Non-Medical Names – (S-18020; 20250409) The likelihood of non-medical proper names appearing in transcripts has been significantly reduced.

  • Spinal Markers – (S-18043; 20250411) Improved recognition of spinal markers in cases where "C", "S", "2", and "4" were previously misrecognized as "she"/"see", "as", "to"/"too", or "for."

  • Words added – ( S-18072, S-18116; 20250416) The following terms have been added to the dictionary—if they were not already included—along with some corresponding support for them in the corpus:

    • ApoA-1

    • in toto

    • HHV-8

    • CCCA

    • spoitzoid

    • whole

    • proton pump

    • stop dictation

    • secretory

    • secretory endometrium

    • intraephithelial

Accuracy - Radiology

  • Corpus Cleanup – (S-17973; 20250331) Ongoing cleanup of the corpus continues. Radiology corpus materials have been reviewed and refined to remove misspellings and nonsensical phrasing.

  • CM – (B-13701; 20250402) Resolved an issue where "cm" was incorrectly being returned as "similar" in certain cases.

  • Punctuation "Period" Fix – (D-13700; 20250410) Resolved an issue affecting certain samples where the word "period" was transcribed instead of the punctuation mark (.).

  • Medical Terms – (D-13740; 20250409) The following medical terms were previously not returning correctly. Updates to the corpus and dictionary have been made to ensure accurate returns:

    • diaphragmatic

    • permeative lesions

    • paramediastinal

    • non-paramediastinal