FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4376851260> ?p ?o ?g. }

• W4376851260 endingPage "4097" @default.
• W4376851260 startingPage "4086" @default.
• W4376851260 abstract "Cervical abnormal cell detection is a challenging task as the morphological discrepancies between abnormal and normal cells are usually subtle. To determine whether a cervical cell is normal or abnormal, cytopathologists always take surrounding cells as references to identify its abnormality. To mimic these behaviors, we propose to explore contextual relationships to boost the performance of cervical abnormal cell detection. Specifically, both contextual relationships between cells and cell-to-global images are exploited to enhance features of each region of interest (RoI) proposal. Accordingly, two modules, dubbed as RoI-relationship attention module (RRAM) and global RoI attention module (GRAM), are developed and their combination strategies are also investigated. We establish a strong baseline by using Double-Head Faster R-CNN with a feature pyramid network (FPN) and integrate our RRAM and GRAM into it to validate the effectiveness of the proposed modules. Experiments conducted on a large cervical cell detection dataset reveal that the introduction of RRAM and GRAM both achieves better average precision (AP) than the baseline methods. Moreover, when cascading RRAM and GRAM, our method outperforms the state-of-the-art (SOTA) methods. Furthermore, we show that the proposed feature-enhancing scheme can facilitate image- and smear-level classification." @default.
• W4376851260 created "2023-05-18" @default.
• W4376851260 creator A5000628009 @default.
• W4376851260 creator A5004436217 @default.
• W4376851260 creator A5005496603 @default.
• W4376851260 creator A5007334540 @default.
• W4376851260 creator A5010128384 @default.
• W4376851260 creator A5012333511 @default.
• W4376851260 creator A5013868873 @default.
• W4376851260 creator A5028675439 @default.
• W4376851260 date "2023-08-01" @default.
• W4376851260 modified "2023-10-01" @default.
• W4376851260 title "Exploring Contextual Relationships for Cervical Abnormal Cell Detection" @default.
• W4376851260 cites W1582640985 @default.
• W4376851260 cites W1677182931 @default.
• W4376851260 cites W2098290214 @default.
• W4376851260 cites W2194775991 @default.
• W4376851260 cites W2288122362 @default.
• W4376851260 cites W2343237073 @default.
• W4376851260 cites W2530966705 @default.
• W4376851260 cites W2565639579 @default.
• W4376851260 cites W2606609115 @default.
• W4376851260 cites W2789006728 @default.
• W4376851260 cites W2799215407 @default.
• W4376851260 cites W2806070179 @default.
• W4376851260 cites W2884561390 @default.
• W4376851260 cites W2924609556 @default.
• W4376851260 cites W2944619637 @default.
• W4376851260 cites W2963068995 @default.
• W4376851260 cites W2963091558 @default.
• W4376851260 cites W2963093690 @default.
• W4376851260 cites W2964080601 @default.
• W4376851260 cites W2964094751 @default.
• W4376851260 cites W2980091928 @default.
• W4376851260 cites W2980633381 @default.
• W4376851260 cites W2982770724 @default.
• W4376851260 cites W2989676862 @default.
• W4376851260 cites W2993250673 @default.
• W4376851260 cites W3007473623 @default.
• W4376851260 cites W3011648454 @default.
• W4376851260 cites W3035396860 @default.
• W4376851260 cites W3035473155 @default.
• W4376851260 cites W3035694605 @default.
• W4376851260 cites W3054755450 @default.
• W4376851260 cites W3095187889 @default.
• W4376851260 cites W3102737931 @default.
• W4376851260 cites W3116271762 @default.
• W4376851260 cites W3120290381 @default.
• W4376851260 cites W3127764565 @default.
• W4376851260 cites W3130039502 @default.
• W4376851260 cites W3135386613 @default.
• W4376851260 cites W3140073993 @default.
• W4376851260 cites W3156423522 @default.
• W4376851260 cites W3156941214 @default.
• W4376851260 cites W3171660447 @default.
• W4376851260 cites W3171746194 @default.
• W4376851260 cites W3172752666 @default.
• W4376851260 cites W3175630421 @default.
• W4376851260 cites W3179268191 @default.
• W4376851260 cites W3190093092 @default.
• W4376851260 cites W4200154367 @default.
• W4376851260 cites W4200538547 @default.
• W4376851260 cites W4220910889 @default.
• W4376851260 cites W4225298401 @default.
• W4376851260 cites W4226199246 @default.
• W4376851260 cites W4282944934 @default.
• W4376851260 cites W4309022712 @default.
• W4376851260 cites W639708223 @default.
• W4376851260 doi "https://doi.org/10.1109/jbhi.2023.3276919" @default.
• W4376851260 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37192032" @default.
• W4376851260 hasPublicationYear "2023" @default.
• W4376851260 type Work @default.
• W4376851260 citedByCount "0" @default.
• W4376851260 crossrefType "journal-article" @default.
• W4376851260 hasAuthorship W4376851260A5000628009 @default.
• W4376851260 hasAuthorship W4376851260A5004436217 @default.
• W4376851260 hasAuthorship W4376851260A5005496603 @default.
• W4376851260 hasAuthorship W4376851260A5007334540 @default.
• W4376851260 hasAuthorship W4376851260A5010128384 @default.
• W4376851260 hasAuthorship W4376851260A5012333511 @default.
• W4376851260 hasAuthorship W4376851260A5013868873 @default.
• W4376851260 hasAuthorship W4376851260A5028675439 @default.
• W4376851260 hasBestOaLocation W43768512602 @default.
• W4376851260 hasConcept C118552586 @default.
• W4376851260 hasConcept C138885662 @default.
• W4376851260 hasConcept C142575187 @default.
• W4376851260 hasConcept C153180895 @default.
• W4376851260 hasConcept C154945302 @default.
• W4376851260 hasConcept C162324750 @default.
• W4376851260 hasConcept C187736073 @default.
• W4376851260 hasConcept C19609008 @default.
• W4376851260 hasConcept C2524010 @default.
• W4376851260 hasConcept C2776401178 @default.
• W4376851260 hasConcept C2780451532 @default.
• W4376851260 hasConcept C31972630 @default.
• W4376851260 hasConcept C33923547 @default.
• W4376851260 hasConcept C41008148 @default.
• W4376851260 hasConcept C41895202 @default.

• next