FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3007275093> ?p ?o ?g. }

• W3007275093 abstract "Although there have been several recent advances in the application of deep learning algorithms to chest x-ray interpretation, we identify three major challenges for the translation of chest x-ray algorithms to the clinical setting. We examine the performance of the top 10 performing models on the CheXpert challenge leaderboard on three tasks: (1) TB detection, (2) pathology detection on photos of chest x-rays, and (3) pathology detection on data from an external institution. First, we find that the top 10 chest x-ray models on the CheXpert competition achieve an average AUC of 0.851 on the task of detecting TB on two public TB datasets without fine-tuning or including the TB labels in training data. Second, we find that the average performance of the models on photos of x-rays (AUC = 0.916) is similar to their performance on the original chest x-ray images (AUC = 0.924). Third, we find that the models tested on an external dataset either perform comparably to or exceed the average performance of radiologists. We believe that our investigation will inform rapid translation of deep learning algorithms to safe and effective clinical decision support tools that can be validated prospectively with large impact studies and clinical trials." @default.
• W3007275093 created "2020-03-06" @default.
• W3007275093 creator A5001094226 @default.
• W3007275093 creator A5023259221 @default.
• W3007275093 creator A5024420621 @default.
• W3007275093 creator A5038969629 @default.
• W3007275093 creator A5039154483 @default.
• W3007275093 creator A5040716310 @default.
• W3007275093 creator A5060928641 @default.
• W3007275093 creator A5074216465 @default.
• W3007275093 date "2020-02-26" @default.
• W3007275093 modified "2023-10-05" @default.
• W3007275093 title "CheXpedition: Investigating Generalization Challenges for Translation of Chest X-Ray Algorithms to the Clinical Setting" @default.
• W3007275093 cites W2310042802 @default.
• W3007275093 cites W2321634862 @default.
• W3007275093 cites W2608231518 @default.
• W3007275093 cites W2612573399 @default.
• W3007275093 cites W2783687327 @default.
• W3007275093 cites W2799032899 @default.
• W3007275093 cites W2802909092 @default.
• W3007275093 cites W2803124023 @default.
• W3007275093 cites W2810767764 @default.
• W3007275093 cites W2811374795 @default.
• W3007275093 cites W2894319790 @default.
• W3007275093 cites W2895598278 @default.
• W3007275093 cites W2901954625 @default.
• W3007275093 cites W2902644322 @default.
• W3007275093 cites W2908201961 @default.
• W3007275093 cites W2913279579 @default.
• W3007275093 cites W2913340405 @default.
• W3007275093 cites W2914203365 @default.
• W3007275093 cites W2914550345 @default.
• W3007275093 cites W2915829734 @default.
• W3007275093 cites W2920830602 @default.
• W3007275093 cites W2923725697 @default.
• W3007275093 cites W2939788146 @default.
• W3007275093 cites W2947607756 @default.
• W3007275093 cites W2948864380 @default.
• W3007275093 cites W2950328304 @default.
• W3007275093 cites W2952610664 @default.
• W3007275093 cites W2962972504 @default.
• W3007275093 cites W2963060032 @default.
• W3007275093 cites W2963446712 @default.
• W3007275093 cites W2963466845 @default.
• W3007275093 cites W2963542245 @default.
• W3007275093 cites W2963733622 @default.
• W3007275093 cites W2980965120 @default.
• W3007275093 cites W2982580298 @default.
• W3007275093 cites W2990055997 @default.
• W3007275093 cites W2991997789 @default.
• W3007275093 cites W2998175747 @default.
• W3007275093 cites W3101156210 @default.
• W3007275093 hasPublicationYear "2020" @default.
• W3007275093 type Work @default.
• W3007275093 sameAs 3007275093 @default.
• W3007275093 citedByCount "12" @default.
• W3007275093 countsByYear W30072750932020 @default.
• W3007275093 countsByYear W30072750932021 @default.
• W3007275093 crossrefType "posted-content" @default.
• W3007275093 hasAuthorship W3007275093A5001094226 @default.
• W3007275093 hasAuthorship W3007275093A5023259221 @default.
• W3007275093 hasAuthorship W3007275093A5024420621 @default.
• W3007275093 hasAuthorship W3007275093A5038969629 @default.
• W3007275093 hasAuthorship W3007275093A5039154483 @default.
• W3007275093 hasAuthorship W3007275093A5040716310 @default.
• W3007275093 hasAuthorship W3007275093A5060928641 @default.
• W3007275093 hasAuthorship W3007275093A5074216465 @default.
• W3007275093 hasConcept C104317684 @default.
• W3007275093 hasConcept C105580179 @default.
• W3007275093 hasConcept C108583219 @default.
• W3007275093 hasConcept C11413529 @default.
• W3007275093 hasConcept C119857082 @default.
• W3007275093 hasConcept C126838900 @default.
• W3007275093 hasConcept C134306372 @default.
• W3007275093 hasConcept C149364088 @default.
• W3007275093 hasConcept C154945302 @default.
• W3007275093 hasConcept C162324750 @default.
• W3007275093 hasConcept C177148314 @default.
• W3007275093 hasConcept C185592680 @default.
• W3007275093 hasConcept C187736073 @default.
• W3007275093 hasConcept C19527891 @default.
• W3007275093 hasConcept C2780451532 @default.
• W3007275093 hasConcept C2909566329 @default.
• W3007275093 hasConcept C33923547 @default.
• W3007275093 hasConcept C41008148 @default.
• W3007275093 hasConcept C55493867 @default.
• W3007275093 hasConcept C71924100 @default.
• W3007275093 hasConceptScore W3007275093C104317684 @default.
• W3007275093 hasConceptScore W3007275093C105580179 @default.
• W3007275093 hasConceptScore W3007275093C108583219 @default.
• W3007275093 hasConceptScore W3007275093C11413529 @default.
• W3007275093 hasConceptScore W3007275093C119857082 @default.
• W3007275093 hasConceptScore W3007275093C126838900 @default.
• W3007275093 hasConceptScore W3007275093C134306372 @default.
• W3007275093 hasConceptScore W3007275093C149364088 @default.
• W3007275093 hasConceptScore W3007275093C154945302 @default.
• W3007275093 hasConceptScore W3007275093C162324750 @default.
• W3007275093 hasConceptScore W3007275093C177148314 @default.
• W3007275093 hasConceptScore W3007275093C185592680 @default.
• W3007275093 hasConceptScore W3007275093C187736073 @default.

• next