Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387075271> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W4387075271 abstract "In recent years, the Segmentation Anything Model (SAM) has attracted considerable attention as a foundational model well-known for its robust generalization capabilities across various downstream tasks. However, SAM does not exhibit satisfactory performance in the realm of medical image analysis. In this study, we introduce the first study on adapting SAM on video segmentation, called MediViSTA-SAM, a novel approach designed for medical video segmentation. Given video data, MediViSTA, spatio-temporal adapter captures long and short range temporal attention with cross-frame attention mechanism effectively constraining it to consider the immediately preceding video frame as a reference, while also considering spatial information effectively. Additionally, it incorporates multi-scale fusion by employing a U-shaped encoder and a modified mask decoder to handle objects of varying sizes. To evaluate our approach, extensive experiments were conducted using state-of-the-art (SOTA) methods, assessing its generalization abilities on multi-vendor in-house echocardiography datasets. The results highlight the accuracy and effectiveness of our network in medical video segmentation." @default.
- W4387075271 created "2023-09-27" @default.
- W4387075271 creator A5015845559 @default.
- W4387075271 creator A5023391846 @default.
- W4387075271 creator A5023538893 @default.
- W4387075271 creator A5038806083 @default.
- W4387075271 creator A5039427724 @default.
- W4387075271 creator A5049649791 @default.
- W4387075271 creator A5058429770 @default.
- W4387075271 creator A5064548129 @default.
- W4387075271 creator A5069821851 @default.
- W4387075271 creator A5069917952 @default.
- W4387075271 creator A5074448454 @default.
- W4387075271 creator A5085706098 @default.
- W4387075271 date "2023-09-23" @default.
- W4387075271 modified "2023-10-03" @default.
- W4387075271 title "MediViSTA-SAM: Zero-shot Medical Video Analysis with Spatio-temporal SAM Adaptation" @default.
- W4387075271 doi "https://doi.org/10.48550/arxiv.2309.13539" @default.
- W4387075271 hasPublicationYear "2023" @default.
- W4387075271 type Work @default.
- W4387075271 citedByCount "0" @default.
- W4387075271 crossrefType "posted-content" @default.
- W4387075271 hasAuthorship W4387075271A5015845559 @default.
- W4387075271 hasAuthorship W4387075271A5023391846 @default.
- W4387075271 hasAuthorship W4387075271A5023538893 @default.
- W4387075271 hasAuthorship W4387075271A5038806083 @default.
- W4387075271 hasAuthorship W4387075271A5039427724 @default.
- W4387075271 hasAuthorship W4387075271A5049649791 @default.
- W4387075271 hasAuthorship W4387075271A5058429770 @default.
- W4387075271 hasAuthorship W4387075271A5064548129 @default.
- W4387075271 hasAuthorship W4387075271A5069821851 @default.
- W4387075271 hasAuthorship W4387075271A5069917952 @default.
- W4387075271 hasAuthorship W4387075271A5074448454 @default.
- W4387075271 hasAuthorship W4387075271A5085706098 @default.
- W4387075271 hasBestOaLocation W43870752711 @default.
- W4387075271 hasConcept C111919701 @default.
- W4387075271 hasConcept C118505674 @default.
- W4387075271 hasConcept C120665830 @default.
- W4387075271 hasConcept C121332964 @default.
- W4387075271 hasConcept C126042441 @default.
- W4387075271 hasConcept C134306372 @default.
- W4387075271 hasConcept C142575187 @default.
- W4387075271 hasConcept C154945302 @default.
- W4387075271 hasConcept C177148314 @default.
- W4387075271 hasConcept C31258907 @default.
- W4387075271 hasConcept C31972630 @default.
- W4387075271 hasConcept C33923547 @default.
- W4387075271 hasConcept C41008148 @default.
- W4387075271 hasConcept C70437156 @default.
- W4387075271 hasConcept C89600930 @default.
- W4387075271 hasConceptScore W4387075271C111919701 @default.
- W4387075271 hasConceptScore W4387075271C118505674 @default.
- W4387075271 hasConceptScore W4387075271C120665830 @default.
- W4387075271 hasConceptScore W4387075271C121332964 @default.
- W4387075271 hasConceptScore W4387075271C126042441 @default.
- W4387075271 hasConceptScore W4387075271C134306372 @default.
- W4387075271 hasConceptScore W4387075271C142575187 @default.
- W4387075271 hasConceptScore W4387075271C154945302 @default.
- W4387075271 hasConceptScore W4387075271C177148314 @default.
- W4387075271 hasConceptScore W4387075271C31258907 @default.
- W4387075271 hasConceptScore W4387075271C31972630 @default.
- W4387075271 hasConceptScore W4387075271C33923547 @default.
- W4387075271 hasConceptScore W4387075271C41008148 @default.
- W4387075271 hasConceptScore W4387075271C70437156 @default.
- W4387075271 hasConceptScore W4387075271C89600930 @default.
- W4387075271 hasLocation W43870752711 @default.
- W4387075271 hasOpenAccess W4387075271 @default.
- W4387075271 hasPrimaryLocation W43870752711 @default.
- W4387075271 hasRelatedWork W1669643531 @default.
- W4387075271 hasRelatedWork W1982826852 @default.
- W4387075271 hasRelatedWork W2005437358 @default.
- W4387075271 hasRelatedWork W2008656436 @default.
- W4387075271 hasRelatedWork W2023558673 @default.
- W4387075271 hasRelatedWork W2110230079 @default.
- W4387075271 hasRelatedWork W2134924024 @default.
- W4387075271 hasRelatedWork W2517104666 @default.
- W4387075271 hasRelatedWork W2613186388 @default.
- W4387075271 hasRelatedWork W1967061043 @default.
- W4387075271 isParatext "false" @default.
- W4387075271 isRetracted "false" @default.
- W4387075271 workType "article" @default.