WEB OF SCIENCE
SCOPUS
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.advisor | 박상현 | - |
| dc.contributor.author | Dong Min Lee | - |
| dc.date.accessioned | 2025-03-04T10:26:59Z | - |
| dc.date.available | 2025-03-04T10:26:59Z | - |
| dc.date.issued | 2025 | - |
| dc.identifier.uri | http://hdl.handle.net/20.500.11750/58103 | - |
| dc.identifier.uri | http://dgist.dcollection.net/common/orgView/200000841604 | - |
| dc.description | Automated Breast Ultrasound (ABUS), Semi-Supervised Learning, Segment Anything Model | - |
| dc.description.tableofcontents | I. INTRODUCTION 1 II. RELATED WORKS 3 1 Semi-supervised medical Image Segmentation 3 2 Segment Anything Models and Adaptation 3 3 Semi-Supervised Medical Image Segmentation With SAM 4 III. Method 5 1 Problem Setting 5 2 Overview of The Proposed Method 5 3 Supervised Adaptation of SAM2 with Detection Token 6 4 Detection Loss 7 5 Semi-Supervised Learning of SAM2 with Multi-Axis Consistency 8 IV. RESULTS 10 1 Experimental Setting 10 2 Results 11 2.1 Comparison with State-of-The-Art Methods 11 2.2 Ablation studies 12 V. CONCLUSION 15 References 16 |
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| dc.format.extent | 21 | - |
| dc.language | eng | - |
| dc.publisher | DGIST | - |
| dc.title | Multi-view Training with SAM2 for Semi-Supervised 3D ABUS Image Segmentation | - |
| dc.title.alternative | SAM2를 활용한 반지도 3D ABUS 영상 분할을 위한 다중 뷰 학습 | - |
| dc.type | Thesis | - |
| dc.identifier.doi | 10.22677/THESIS.200000841604 | - |
| dc.description.degree | Master | - |
| dc.contributor.department | Artificial Intelligence Major | - |
| dc.identifier.bibliographicCitation | Dong Min Lee. (2025). Multi-view Training with SAM2 for Semi-Supervised 3D ABUS Image Segmentation. doi: 10.22677/THESIS.200000841604 | - |
| dc.contributor.coadvisor | Sung Hoon Im | - |
| dc.date.awarded | 2025-02-01 | - |
| dc.publisher.location | Daegu | - |
| dc.description.database | dCollection | - |
| dc.citation | XT.AM 이25 202502 | - |
| dc.date.accepted | 2025-01-20 | - |
| dc.contributor.alternativeDepartment | 학제학과인공지능전공 | - |
| dc.subject.keyword | Automated Breast Ultrasound (ABUS), Semi-Supervised Learning, Segment Anything Model | - |
| dc.contributor.affiliatedAuthor | Dong Min Lee | - |
| dc.contributor.affiliatedAuthor | Sang Hyun Park | - |
| dc.contributor.affiliatedAuthor | Sung Hoon Im | - |
| dc.contributor.alternativeName | 이동민 | - |
| dc.contributor.alternativeName | Sang Hyun Park | - |
| dc.contributor.alternativeName | 임성훈 | - |
| dc.rights.embargoReleaseDate | 2030-02-28 | - |
