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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
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Posts
手术流分析中的多模态（视觉-语言）自监督问题
Published:
和现在的多模态模型一样（CLIP [1]，HowTo100M [6]），这篇论文想通过语言来对视觉表征的学习提供监督信号。详情 
手术数据科学之安全胆囊切除术
Published:
在腹腔镜胆囊切除手术中，评估critical view of safety会影响到整场手术的安全性和效率；尤其是在以视频主导的腹腔镜手术中，由于摄像头缺少深度信息，人的潜意识对于手术图片的错误解读等原因，会使得微创手术相比于传统开放式手术产生更多不好的结果。腹腔镜胆囊切除术 (Laparoscopic Cholecystectom) (LC) 中的胆管损伤 (Bile Duct Injury) (BDI) 问题很好地说明了由视错觉引起的严重不良事件。事实上，发现 97% 的 BDI 是由视觉感知错觉引起的 [1]。在经典的 BDI 中，手术操作者以为他们是在是在切开胆囊管 (Cystic Duct) 但实际上实在分割胆总管 (Common Bile Duct)。详情 
视觉手术流分析（Surgical Workflow Analysis
Published:
这里讨论的手术流多指，基于达芬奇手术机器人（Intuitive Surgical 旗下产品）进行胆囊切除手术等时，摄像头所捕获到的视频流。简单来说，就是一段在人体内部使用各种工具进行手术操作的视频。详情 
portfolio
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publications
An efficient hybrid model for kidney tumor segmentation in CT images
Published in Neural Computing and Applications, 2020
Crowd density estimation based on classification activation map and patch density level
Published in Neural Computing and Applications, 2020
Towards content-independent multi-reference super-resolution: Adaptive pattern matching and feature aggregation
Published in European Conference on Computer Vision (ECCV), 2020
CCX-rayNet: a class conditioned convolutional neural network for biplanar X-rays to CT volume
Published in IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021
Surgical Workflow Anticipation Using Instrument Interaction
Published in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2021
Anticipation for Surgical Workflow Using Instrument Interaction and Recognized Signals
Published in Medical Image Analysis, 2022
Advancing surgical VQA with scene graph knowledge
Published in International Journal of Computer Assisted Radiology and Surgery, 2023
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures
Published in Arxiv, 2023
HecVL: Hierarchical Video-Language Pretraining for Zero-shot Surgical Phase Recognition
Published in MICCAI 2024, 2024
Enhancing gait video analysis in neurodegenerative diseases by knowledge augmentation in vision language model
Published in MICCAI 2024, 2024
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation
Published in NeurIPS 2024 Spotlight, 2024
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.