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Lint: artificial-intelligence-thyroid-imaging-reporting-and-data-system-ai-ti-rads

artificial-intelligence-thyroid-imaging-reporting-and-data-system-ai-ti-rads
Contractions
error

"can't classify 0 points instead of 2 points"

Line 11:8 · Never use contractions: use 'cannot' in place of 'can't'.
Acronyms
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"Artificial Intelligence Thyroid Imaging Reporting and Data System (AI TI-RADS) is a data-driven analysis and revision of the 2017 ACR TI-RADS 1. Published in May 2019 2, this had the intention of simplifying categorisation and improving specificity while maintaining high sensitivity. This system used a training set of 1325 nodules with known cytology and a genetic learning algorithm to optimise the current lexicon and scoring structure. This system was then applied by expert and nonexpert radiologists and compared with known ACR TI-RADS categories."

Line 1:79 · 'AI' has no definition. Spell it out if it's unfamiliar to the audience.

"Artificial Intelligence Thyroid Imaging Reporting and Data System (AI TI-RADS) is a data-driven analysis and revision of the 2017 ACR TI-RADS 1. Published in May 2019 2, this had the intention of simplifying categorisation and improving specificity while maintaining high sensitivity. This system used a training set of 1325 nodules with known cytology and a genetic learning algorithm to optimise the current lexicon and scoring structure. This system was then applied by expert and nonexpert radiologists and compared with known ACR TI-RADS categories."

Line 1:82 · 'TI-RADS' has no definition. Spell it out if it's unfamiliar to the audience.

"Artificial Intelligence Thyroid Imaging Reporting and Data System (AI TI-RADS) is a data-driven analysis and revision of the 2017 ACR TI-RADS 1. Published in May 2019 2, this had the intention of simplifying categorisation and improving specificity while maintaining high sensitivity. This system used a training set of 1325 nodules with known cytology and a genetic learning algorithm to optimise the current lexicon and scoring structure. This system was then applied by expert and nonexpert radiologists and compared with known ACR TI-RADS categories."

Line 1:154 · 'ACR' has no definition. Spell it out if it's unfamiliar to the audience.

"Artificial Intelligence Thyroid Imaging Reporting and Data System (AI TI-RADS) is a data-driven analysis and revision of the 2017 ACR TI-RADS 1. Published in May 2019 2, this had the intention of simplifying categorisation and improving specificity while maintaining high sensitivity. This system used a training set of 1325 nodules with known cytology and a genetic learning algorithm to optimise the current lexicon and scoring structure. This system was then applied by expert and nonexpert radiologists and compared with known ACR TI-RADS categories."

Line 1:158 · 'TI-RADS' has no definition. Spell it out if it's unfamiliar to the audience.

"Artificial Intelligence Thyroid Imaging Reporting and Data System (AI TI-RADS) is a data-driven analysis and revision of the 2017 ACR TI-RADS 1. Published in May 2019 2, this had the intention of simplifying categorisation and improving specificity while maintaining high sensitivity. This system used a training set of 1325 nodules with known cytology and a genetic learning algorithm to optimise the current lexicon and scoring structure. This system was then applied by expert and nonexpert radiologists and compared with known ACR TI-RADS categories."

Line 1:581 · 'ACR' has no definition. Spell it out if it's unfamiliar to the audience.

"Artificial Intelligence Thyroid Imaging Reporting and Data System (AI TI-RADS) is a data-driven analysis and revision of the 2017 ACR TI-RADS 1. Published in May 2019 2, this had the intention of simplifying categorisation and improving specificity while maintaining high sensitivity. This system used a training set of 1325 nodules with known cytology and a genetic learning algorithm to optimise the current lexicon and scoring structure. This system was then applied by expert and nonexpert radiologists and compared with known ACR TI-RADS categories."

Line 1:585 · 'TI-RADS' has no definition. Spell it out if it's unfamiliar to the audience.

"Changes to ACR TI-RADS"

Line 2:16 · 'ACR' has no definition. Spell it out if it's unfamiliar to the audience.

"Changes to ACR TI-RADS"

Line 2:20 · 'TI-RADS' has no definition. Spell it out if it's unfamiliar to the audience.

"cystic and spongiform nodules again receive 0 points, but AI TI-RADS found this sufficient to assign benignity regardless of findings in any of the other categories"

Line 8:66 · 'AI' has no definition. Spell it out if it's unfamiliar to the audience.

"cystic and spongiform nodules again receive 0 points, but AI TI-RADS found this sufficient to assign benignity regardless of findings in any of the other categories"

Line 8:69 · 'TI-RADS' has no definition. Spell it out if it's unfamiliar to the audience.

"The point level for each TR category and recommendation for FNA by size remained the same."

Line 32:29 · 'TR' has no definition. Spell it out if it's unfamiliar to the audience.

"The point level for each TR category and recommendation for FNA by size remained the same."

Line 32:64 · 'FNA' has no definition. Spell it out if it's unfamiliar to the audience.

"Outcome comparison with ACR TI-RADS"

Line 33:29 · 'ACR' has no definition. Spell it out if it's unfamiliar to the audience.

"Outcome comparison with ACR TI-RADS"

Line 33:33 · 'TI-RADS' has no definition. Spell it out if it's unfamiliar to the audience.

"Tested against 100 nodules, sensitivity was identical between AI and ACR TI-RADS (93%). Specificity was increased for AI TI-RADS at 65% compared with 47% with a single expert reader, and also an increase of 55% from 47% in a non-expert reader group."

Line 34:66 · 'AI' has no definition. Spell it out if it's unfamiliar to the audience.

"Tested against 100 nodules, sensitivity was identical between AI and ACR TI-RADS (93%). Specificity was increased for AI TI-RADS at 65% compared with 47% with a single expert reader, and also an increase of 55% from 47% in a non-expert reader group."

Line 34:73 · 'ACR' has no definition. Spell it out if it's unfamiliar to the audience.

"Tested against 100 nodules, sensitivity was identical between AI and ACR TI-RADS (93%). Specificity was increased for AI TI-RADS at 65% compared with 47% with a single expert reader, and also an increase of 55% from 47% in a non-expert reader group."

Line 34:77 · 'TI-RADS' has no definition. Spell it out if it's unfamiliar to the audience.

"Tested against 100 nodules, sensitivity was identical between AI and ACR TI-RADS (93%). Specificity was increased for AI TI-RADS at 65% compared with 47% with a single expert reader, and also an increase of 55% from 47% in a non-expert reader group."

Line 34:122 · 'AI' has no definition. Spell it out if it's unfamiliar to the audience.

"Tested against 100 nodules, sensitivity was identical between AI and ACR TI-RADS (93%). Specificity was increased for AI TI-RADS at 65% compared with 47% with a single expert reader, and also an increase of 55% from 47% in a non-expert reader group."

Line 34:125 · 'TI-RADS' has no definition. Spell it out if it's unfamiliar to the audience.

"43 nodules were down categorised, with 15 nodules not meeting requirement for FNA (all of which were benign). No extra malignancies were missed using the AI TI-RADS scoring algorithm."

Line 35:82 · 'FNA' has no definition. Spell it out if it's unfamiliar to the audience.

"43 nodules were down categorised, with 15 nodules not meeting requirement for FNA (all of which were benign). No extra malignancies were missed using the AI TI-RADS scoring algorithm."

Line 35:158 · 'AI' has no definition. Spell it out if it's unfamiliar to the audience.

"43 nodules were down categorised, with 15 nodules not meeting requirement for FNA (all of which were benign). No extra malignancies were missed using the AI TI-RADS scoring algorithm."

Line 35:161 · 'TI-RADS' has no definition. Spell it out if it's unfamiliar to the audience.

"ACR TI-RADS"

Line 38:11 · 'ACR' has no definition. Spell it out if it's unfamiliar to the audience.

"ACR TI-RADS"

Line 38:15 · 'TI-RADS' has no definition. Spell it out if it's unfamiliar to the audience.

"RADS (Reporting and Data Systems)"

Line 39:11 · 'RADS' has no definition. Spell it out if it's unfamiliar to the audience.
Headings Valid
warning

Expected headings

  • H1 Terminology
  • H1 Usage
  • H1 Epidemiology
  • H2 Risk factors
  • H2 Associations
  • H1 Clinical presentation
  • H2 Complications
  • H1 Diagnosis
  • H2 Diagnostic criteria
  • H2 Diagnostic clues
  • H1 Pathology
  • H2 Aetiology
  • H2 Location
  • H2 Classification
  • H2 Macroscopic appearance
  • H2 Microscopic appearance
  • H2 Immunophenotype
  • H2 Markers
  • H2 Genetics
  • H1 Radiographic features
  • H2 Plain radiograph
  • H2 Mammography
  • H2 Antenatal ultrasound
  • H2 Transoesophageal echocardiography
  • H2 Ultrasound
  • H2 CT
  • H3 Dual-energy CT
  • H2 Angiography (DSA)
  • H2 MRI
  • H2 CT/MRI
  • H2 Nuclear medicine
  • H3 PET-CT
  • H3 PET-MRI
  • H1 Radiology report
  • H1 Treatment and prognosis
  • H2 Complications
  • H1 History and etymology
  • H1 Differential diagnosis
  • H2 Clinical differential diagnosis
  • H1 Practical points
  • H1 See also

"Changes to ACR TI-RADS"

Line 2:1 · "Changes to ACR TI-RADS" is not a recognised heading for this article type.

"Outcome comparison with ACR TI-RADS"

Line 33:1 · "Outcome comparison with ACR TI-RADS" is not a recognised heading for this article type.
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