나만의 길

https://arxiv.org/abs/2403.09257 WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide imagesThe Segment Anything Model (SAM) marks a significant advancement in segmentation models, offering robust zero-shot abilities and dynamic prompting. However, existing medical SAMs are not suitable for the multi-scale nature of whole-slide images (WSIs), resarxiv.orgOverview..

https://arxiv.org/abs/2304.12306 Segment Anything in Medical Images Medical image segmentation is a critical component in clinical practice, facilitating accurate diagnosis, treatment planning, and disease monitoring. However, current methods predominantly rely on customized models, which exhibit limited generality across arxiv.org https://github.com/bowang-lab/MedSAM GitHub - bowang-lab/MedSAM:..

https://arxiv.org/abs/2004.05024 Weakly supervised multiple instance learning histopathological tumor segmentation Histopathological image segmentation is a challenging and important topic in medical imaging with tremendous potential impact in clinical practice. State of the art methods rely on hand-crafted annotations which hinder clinical translation since histology arxiv.org 해당 논문은 MICCAI 202..

https://arxiv.org/abs/1803.10464 Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation The deficiency of segmentation labels is one of the main obstacles to semantic segmentation in the wild. To alleviate this issue, we present a novel framework that generates segmentation labels of images given their image-level class labels. In this wea..

https://www.frontiersin.org/articles/10.3389/fmed.2019.00264/full Deep Learning for Whole Slide Image Analysis: An Overview The widespread adoption of whole slide imaging has increased the demand for effective and efficient gigapixel image analysis. Deep learning is at the forefront of computer vision, showcasing significant improvements over previous methodologies on visual un www.frontiersin.o..

지난 글에서 branch를 생성하고 merge 하는 과정까지 알아보았습니다. https://yunway.tistory.com/24 [Git] 03-2. git branch 실습 이전 글에서 배웠던 branch를 실습을 통해 배워보겠습니다. 가장 많이 사용되고 중요한 요소를 먼저 실습한 이후에 디테일한 부분을 다뤄보겠습니다. 오늘 다뤄볼 실습내용은 총 3가지입니다. 1. b yunway.tistory.com 그러나, merge가 되지 않고 conflict 충돌되는 경우가 있습니다. 왜 충돌이 발생하고 이를 어떻게 해결하는지 배워보겠습니다. Conflict 이유 git에서는 서로 동일한 파일의 동일한 부분을 다르게 수정했을 때, 발생하는 문제입니다. 아래 간단한 그림을 보겠습니다. 그림을 보면, 서로 다른 ..