FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3108141367> ?p ?o ?g. }

• W3108141367 endingPage "101920" @default.
• W3108141367 startingPage "101920" @default.
• W3108141367 abstract "Intraoperative tracking of laparoscopic instruments is often a prerequisite for computer and robotic-assisted interventions. While numerous methods for detecting, segmenting and tracking of medical instruments based on endoscopic video images have been proposed in the literature, key limitations remain to be addressed: Firstly, robustness, that is, the reliable performance of state-of-the-art methods when run on challenging images (e.g. in the presence of blood, smoke or motion artifacts). Secondly, generalization; algorithms trained for a specific intervention in a specific hospital should generalize to other interventions or institutions. In an effort to promote solutions for these limitations, we organized the Robust Medical Instrument Segmentation (ROBUST-MIS) challenge as an international benchmarking competition with a specific focus on the robustness and generalization capabilities of algorithms. For the first time in the field of endoscopic image processing, our challenge included a task on binary segmentation and also addressed multi-instance detection and segmentation. The challenge was based on a surgical data set comprising 10,040 annotated images acquired from a total of 30 surgical procedures from three different types of surgery. The validation of the competing methods for the three tasks (binary segmentation, multi-instance detection and multi-instance segmentation) was performed in three different stages with an increasing domain gap between the training and the test data. The results confirm the initial hypothesis, namely that algorithm performance degrades with an increasing domain gap. While the average detection and segmentation quality of the best-performing algorithms is high, future research should concentrate on detection and segmentation of small, crossing, moving and transparent instrument(s) (parts)." @default.
• W3108141367 created "2020-12-07" @default.
• W3108141367 creator A5000971994 @default.
• W3108141367 creator A5003648994 @default.
• W3108141367 creator A5005751277 @default.
• W3108141367 creator A5006938103 @default.
• W3108141367 creator A5008345394 @default.
• W3108141367 creator A5011165427 @default.
• W3108141367 creator A5013133208 @default.
• W3108141367 creator A5013512298 @default.
• W3108141367 creator A5016189819 @default.
• W3108141367 creator A5017546410 @default.
• W3108141367 creator A5018473196 @default.
• W3108141367 creator A5020123717 @default.
• W3108141367 creator A5020817752 @default.
• W3108141367 creator A5022680198 @default.
• W3108141367 creator A5023194801 @default.
• W3108141367 creator A5023493127 @default.
• W3108141367 creator A5026044269 @default.
• W3108141367 creator A5027275363 @default.
• W3108141367 creator A5027292126 @default.
• W3108141367 creator A5027996349 @default.
• W3108141367 creator A5029484872 @default.
• W3108141367 creator A5031175280 @default.
• W3108141367 creator A5031391363 @default.
• W3108141367 creator A5032708386 @default.
• W3108141367 creator A5033076846 @default.
• W3108141367 creator A5034437528 @default.
• W3108141367 creator A5035735829 @default.
• W3108141367 creator A5038218837 @default.
• W3108141367 creator A5039518808 @default.
• W3108141367 creator A5041176403 @default.
• W3108141367 creator A5041662804 @default.
• W3108141367 creator A5041736676 @default.
• W3108141367 creator A5044673103 @default.
• W3108141367 creator A5050163233 @default.
• W3108141367 creator A5057820981 @default.
• W3108141367 creator A5061646155 @default.
• W3108141367 creator A5062310250 @default.
• W3108141367 creator A5062895804 @default.
• W3108141367 creator A5065679716 @default.
• W3108141367 creator A5068915028 @default.
• W3108141367 creator A5069765960 @default.
• W3108141367 creator A5072157756 @default.
• W3108141367 creator A5072647800 @default.
• W3108141367 creator A5074391946 @default.
• W3108141367 creator A5075067956 @default.
• W3108141367 creator A5076204087 @default.
• W3108141367 creator A5076647050 @default.
• W3108141367 creator A5079787198 @default.
• W3108141367 creator A5081555196 @default.
• W3108141367 creator A5088962741 @default.
• W3108141367 date "2021-05-01" @default.
• W3108141367 modified "2023-10-17" @default.
• W3108141367 title "Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge" @default.
• W3108141367 cites W1568383588 @default.
• W3108141367 cites W1987869189 @default.
• W3108141367 cites W2009797711 @default.
• W3108141367 cites W2031489346 @default.
• W3108141367 cites W2037227137 @default.
• W3108141367 cites W2117539524 @default.
• W3108141367 cites W2144981148 @default.
• W3108141367 cites W2222512263 @default.
• W3108141367 cites W2287277562 @default.
• W3108141367 cites W2580456502 @default.
• W3108141367 cites W2767361667 @default.
• W3108141367 cites W2768090788 @default.
• W3108141367 cites W2902154261 @default.
• W3108141367 cites W2903255572 @default.
• W3108141367 cites W2905810301 @default.
• W3108141367 cites W2913301809 @default.
• W3108141367 cites W2921805533 @default.
• W3108141367 cites W2944033464 @default.
• W3108141367 cites W2945292029 @default.
• W3108141367 cites W2969075152 @default.
• W3108141367 cites W2979609563 @default.
• W3108141367 cites W3037754531 @default.
• W3108141367 cites W3103010481 @default.
• W3108141367 cites W3103878770 @default.
• W3108141367 doi "https://doi.org/10.1016/j.media.2020.101920" @default.
• W3108141367 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/33676097" @default.
• W3108141367 hasPublicationYear "2021" @default.
• W3108141367 type Work @default.
• W3108141367 sameAs 3108141367 @default.
• W3108141367 citedByCount "36" @default.
• W3108141367 countsByYear W31081413672020 @default.
• W3108141367 countsByYear W31081413672021 @default.
• W3108141367 countsByYear W31081413672022 @default.
• W3108141367 countsByYear W31081413672023 @default.
• W3108141367 crossrefType "journal-article" @default.
• W3108141367 hasAuthorship W3108141367A5000971994 @default.
• W3108141367 hasAuthorship W3108141367A5003648994 @default.
• W3108141367 hasAuthorship W3108141367A5005751277 @default.
• W3108141367 hasAuthorship W3108141367A5006938103 @default.
• W3108141367 hasAuthorship W3108141367A5008345394 @default.
• W3108141367 hasAuthorship W3108141367A5011165427 @default.
• W3108141367 hasAuthorship W3108141367A5013133208 @default.
• W3108141367 hasAuthorship W3108141367A5013512298 @default.

• next