FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200278315> ?p ?o ?g. }

• W4200278315 abstract "Clinically, red blood cell abnormalities are closely related to tumor diseases, red blood cell diseases, internal medicine, and other diseases. Red blood cell classification is the key to detecting red blood cell abnormalities. Traditional red blood cell classification is done manually by doctors, which requires a lot of manpower produces subjective results. This paper proposes an Attention-based Residual Feature Pyramid Network (ARFPN) to classify 14 types of red blood cells to assist the diagnosis of related diseases. The model performs classification directly on the entire red blood cell image. Meanwhile, a spatial attention mechanism and channel attention mechanism are combined with residual units to improve the expression of category-related features and achieve accurate extraction of features. Besides, the RoI align method is used to reduce the loss of spatial symmetry and improve classification accuracy. Five hundred and eighty eight red blood cell images are used to train and verify the effectiveness of the proposed method. The Channel Attention Residual Feature Pyramid Network (C-ARFPN) model achieves an mAP of 86%; the Channel and Spatial Attention Residual Feature Pyramid Network (CS-ARFPN) model achieves an mAP of 86.9%. The experimental results indicate that our method can classify more red blood cell types and better adapt to the needs of doctors, thus reducing the doctor's time and improving the diagnosis efficiency." @default.
• W4200278315 created "2021-12-31" @default.
• W4200278315 creator A5010955487 @default.
• W4200278315 creator A5019843155 @default.
• W4200278315 creator A5029878497 @default.
• W4200278315 creator A5037677450 @default.
• W4200278315 creator A5057209439 @default.
• W4200278315 creator A5068138993 @default.
• W4200278315 creator A5078007208 @default.
• W4200278315 creator A5086755660 @default.
• W4200278315 date "2021-12-14" @default.
• W4200278315 modified "2023-09-30" @default.
• W4200278315 title "Red Blood Cell Classification Based on Attention Residual Feature Pyramid Network" @default.
• W4200278315 cites W1506620901 @default.
• W4200278315 cites W1536680647 @default.
• W4200278315 cites W1849277567 @default.
• W4200278315 cites W1986412518 @default.
• W4200278315 cites W2004226906 @default.
• W4200278315 cites W2053857956 @default.
• W4200278315 cites W2069017882 @default.
• W4200278315 cites W2141161510 @default.
• W4200278315 cites W2268511131 @default.
• W4200278315 cites W2406222041 @default.
• W4200278315 cites W2422023563 @default.
• W4200278315 cites W2535364689 @default.
• W4200278315 cites W2565639579 @default.
• W4200278315 cites W2578480635 @default.
• W4200278315 cites W2620578070 @default.
• W4200278315 cites W2752782242 @default.
• W4200278315 cites W2766119845 @default.
• W4200278315 cites W2808396735 @default.
• W4200278315 cites W2813445017 @default.
• W4200278315 cites W2884585870 @default.
• W4200278315 cites W2918146113 @default.
• W4200278315 cites W2944093511 @default.
• W4200278315 cites W2954914988 @default.
• W4200278315 cites W2963150697 @default.
• W4200278315 cites W2963351448 @default.
• W4200278315 cites W2964241181 @default.
• W4200278315 cites W2985910765 @default.
• W4200278315 cites W3016395231 @default.
• W4200278315 cites W3022338266 @default.
• W4200278315 cites W3035694605 @default.
• W4200278315 cites W3103759921 @default.
• W4200278315 cites W3128053574 @default.
• W4200278315 cites W3145636013 @default.
• W4200278315 cites W4246169759 @default.
• W4200278315 cites W639708223 @default.
• W4200278315 doi "https://doi.org/10.3389/fmed.2021.741407" @default.
• W4200278315 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34970557" @default.
• W4200278315 hasPublicationYear "2021" @default.
• W4200278315 type Work @default.
• W4200278315 citedByCount "7" @default.
• W4200278315 countsByYear W42002783152022 @default.
• W4200278315 countsByYear W42002783152023 @default.
• W4200278315 crossrefType "journal-article" @default.
• W4200278315 hasAuthorship W4200278315A5010955487 @default.
• W4200278315 hasAuthorship W4200278315A5019843155 @default.
• W4200278315 hasAuthorship W4200278315A5029878497 @default.
• W4200278315 hasAuthorship W4200278315A5037677450 @default.
• W4200278315 hasAuthorship W4200278315A5057209439 @default.
• W4200278315 hasAuthorship W4200278315A5068138993 @default.
• W4200278315 hasAuthorship W4200278315A5078007208 @default.
• W4200278315 hasAuthorship W4200278315A5086755660 @default.
• W4200278315 hasBestOaLocation W42002783151 @default.
• W4200278315 hasConcept C11413529 @default.
• W4200278315 hasConcept C126322002 @default.
• W4200278315 hasConcept C127162648 @default.
• W4200278315 hasConcept C138885662 @default.
• W4200278315 hasConcept C142575187 @default.
• W4200278315 hasConcept C153180895 @default.
• W4200278315 hasConcept C154945302 @default.
• W4200278315 hasConcept C155512373 @default.
• W4200278315 hasConcept C2524010 @default.
• W4200278315 hasConcept C2776401178 @default.
• W4200278315 hasConcept C2776557347 @default.
• W4200278315 hasConcept C2779979121 @default.
• W4200278315 hasConcept C31972630 @default.
• W4200278315 hasConcept C33923547 @default.
• W4200278315 hasConcept C41008148 @default.
• W4200278315 hasConcept C41895202 @default.
• W4200278315 hasConcept C52622490 @default.
• W4200278315 hasConcept C71924100 @default.
• W4200278315 hasConcept C76155785 @default.
• W4200278315 hasConceptScore W4200278315C11413529 @default.
• W4200278315 hasConceptScore W4200278315C126322002 @default.
• W4200278315 hasConceptScore W4200278315C127162648 @default.
• W4200278315 hasConceptScore W4200278315C138885662 @default.
• W4200278315 hasConceptScore W4200278315C142575187 @default.
• W4200278315 hasConceptScore W4200278315C153180895 @default.
• W4200278315 hasConceptScore W4200278315C154945302 @default.
• W4200278315 hasConceptScore W4200278315C155512373 @default.
• W4200278315 hasConceptScore W4200278315C2524010 @default.
• W4200278315 hasConceptScore W4200278315C2776401178 @default.
• W4200278315 hasConceptScore W4200278315C2776557347 @default.
• W4200278315 hasConceptScore W4200278315C2779979121 @default.
• W4200278315 hasConceptScore W4200278315C31972630 @default.
• W4200278315 hasConceptScore W4200278315C33923547 @default.
• W4200278315 hasConceptScore W4200278315C41008148 @default.
• W4200278315 hasConceptScore W4200278315C41895202 @default.

• next