{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","description":"This cluster of papers covers advances in image segmentation techniques, particularly focusing on medical image analysis, graph cuts, active contours, MRI segmentation, deformable image registration, level set methods, statistical shape models, deep learning, and texture analysis.","keywords":[{"id":"https://openalex.org/keywords/image-segmentation","display_name":"image segmentation","score":0.2367},{"id":"https://openalex.org/keywords/medical-image-segmentation","display_name":"medical image segmentation","score":0.6466},{"id":"https://openalex.org/keywords/u-net","display_name":"U-Net","score":0.2005},{"id":"https://openalex.org/keywords/automatic-segmentation","display_name":"automatic segmentation","score":0.5323},{"id":"https://openalex.org/keywords/level-set-method","display_name":"level set method","score":0.2385},{"id":"https://openalex.org/keywords/deformable-image-registration","display_name":"deformable image registration","score":0.4354},{"id":"https://openalex.org/keywords/ct-images","display_name":"CT images","score":0.3655},{"id":"https://openalex.org/keywords/liver-segmentation","display_name":"liver segmentation","score":0.7816},{"id":"https://openalex.org/keywords/medical-image-registration","display_name":"medical image registration","score":0.7738},{"id":"https://openalex.org/keywords/region-growing","display_name":"region growing","score":0.3835},{"id":"https://openalex.org/keywords/tumor-segmentation","display_name":"tumor segmentation","score":0.3155},{"id":"https://openalex.org/keywords/brain-mri-segmentation","display_name":"brain MRI segmentation","score":0.8057},{"id":"https://openalex.org/keywords/lesion-segmentation","display_name":"lesion segmentation","score":0.4029},{"id":"https://openalex.org/keywords/lung-segmentation","display_name":"lung segmentation","score":0.5332},{"id":"https://openalex.org/keywords/semiautomatic-segmentation","display_name":"semi-automatic segmentation","score":0.5707},{"id":"https://openalex.org/keywords/brain-image-segmentation","display_name":"brain segmentation","score":0.6172},{"id":"https://openalex.org/keywords/interactive-image-segmentation","display_name":"interactive segmentation","score":0.6555},{"id":"https://openalex.org/keywords/multimodal-image-registration","display_name":"multimodal image registration","score":0.6078},{"id":"https://openalex.org/keywords/non-rigid-registration","display_name":"non-rigid registration","score":0.5318},{"id":"https://openalex.org/keywords/automatic-image-segmentation","display_name":"automated image segmentation","score":0.4861},{"id":"https://openalex.org/keywords/deformable-models","display_name":"deformable models","score":0.5552},{"id":"https://openalex.org/keywords/graph-cuts","display_name":"graph cuts","score":0.3349},{"id":"https://openalex.org/keywords/3d-medical-image-segmentation","display_name":"3D medical image segmentation","score":0.792},{"id":"https://openalex.org/keywords/color-image-segmentation","display_name":"color image segmentation","score":0.2594},{"id":"https://openalex.org/keywords/dice-similarity-coefficient","display_name":"Dice coefficient","score":0.4441}],"legacy_keywords":"Image Segmentation; Medical Image Analysis; Graph Cuts; Active Contours; MRI Segmentation; Deformable Image Registration; Level Set Methods; Statistical Shape Models; Deep Learning; Texture Analysis","ids":{"openalex":"https://openalex.org/T10052","wikipedia":"https://en.wikipedia.org/wiki/Image_segmentation"},"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"},"siblings":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications"},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition"},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods"},{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques"},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems"},{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging"},{"id":"https://openalex.org/T10586","display_name":"Robotic Path Planning Algorithms"},{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques"},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques"},{"id":"https://openalex.org/T10638","display_name":"Optical measurement and interference techniques"},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods"},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis"},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics"},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition"},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques"},{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications"},{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques"},{"id":"https://openalex.org/T11017","display_name":"Chaos-based Image/Signal Encryption"},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques"},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques"},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment"},{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies"},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization"},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis"},{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection"},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications"},{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms"},{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection"},{"id":"https://openalex.org/T12549","display_name":"Image and Object Detection Techniques"},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases"},{"id":"https://openalex.org/T12923","display_name":"Digital Image Processing Techniques"},{"id":"https://openalex.org/T13579","display_name":"Image and Video Stabilization"},{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection"},{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction"}],"works_count":176606,"cited_by_count":2803720,"works_api_url":"https://api.openalex.org/works?filter=topics.id:T10052","updated_date":"2026-10-18T03:01:31","created_date":"2024-01-23T15:27:05"}