{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","description":"This cluster of papers focuses on the automated analysis of blood cell images, particularly in the context of detecting malaria parasites and classifying leukemia. The research utilizes techniques such as image processing, convolutional neural networks, and machine learning for tasks including white blood cell segmentation, feature extraction, and automated diagnosis from microscopic blood images.","keywords":[{"id":"https://openalex.org/keywords/blood-smear-images","display_name":"blood smear images","score":0.9537},{"id":"https://openalex.org/keywords/white-blood-cell-classification","display_name":"white blood cell classification","score":0.7857},{"id":"https://openalex.org/keywords/blood-cell-classification","display_name":"blood cell classification","score":0.7199},{"id":"https://openalex.org/keywords/leukemia-detection","display_name":"leukemia detection","score":0.7518},{"id":"https://openalex.org/keywords/malaria-parasite-detection","display_name":"malaria parasite detection","score":0.6232},{"id":"https://openalex.org/keywords/leukocyte-classification","display_name":"leukocyte classification","score":0.4106},{"id":"https://openalex.org/keywords/automated-microscopy","display_name":"automated microscopy","score":0.2575},{"id":"https://openalex.org/keywords/white-blood-cell-segmentation","display_name":"white blood cell segmentation","score":0.9043},{"id":"https://openalex.org/keywords/blood-cell-images","display_name":"blood cell images","score":0.833},{"id":"https://openalex.org/keywords/blood-smear-examination","display_name":"blood smear examination","score":0.257},{"id":"https://openalex.org/keywords/blood-cell-detection","display_name":"blood cell detection","score":0.662},{"id":"https://openalex.org/keywords/blood-cell-segmentation","display_name":"blood cell segmentation","score":0.8496},{"id":"https://openalex.org/keywords/blood-cell-image-analysis","display_name":"blood cell image analysis","score":0.9115},{"id":"https://openalex.org/keywords/thin-blood-smear","display_name":"thin blood smear","score":0.6094},{"id":"https://openalex.org/keywords/white-blood-cell-detection","display_name":"white blood cell detection","score":0.8347},{"id":"https://openalex.org/keywords/automated-blood-cell-counting","display_name":"automated blood cell counting","score":0.2728},{"id":"https://openalex.org/keywords/blood-smear-microscopy","display_name":"blood smear microscopy","score":0.3216},{"id":"https://openalex.org/keywords/leukocyte-segmentation","display_name":"leukocyte segmentation","score":0.928},{"id":"https://openalex.org/keywords/anemia-detection","display_name":"anemia detection","score":0.2332},{"id":"https://openalex.org/keywords/automated-blood-smear-analysis","display_name":"automated blood smear analysis","score":0.8502},{"id":"https://openalex.org/keywords/automated-blood-cell-classification","display_name":"automated blood cell classification","score":0.805},{"id":"https://openalex.org/keywords/automated-parasite-detection","display_name":"automated parasite detection","score":0.7392},{"id":"https://openalex.org/keywords/blood-cell-image-classification","display_name":"blood cell image classification","score":0.9524},{"id":"https://openalex.org/keywords/microscopic-blood-images","display_name":"microscopic blood images","score":0.9839},{"id":"https://openalex.org/keywords/peripheral-blood-smear-images","display_name":"peripheral blood smear images","score":0.9905}],"legacy_keywords":"Malaria Parasite Detection; Leukemia Classification; Image Processing; Convolutional Neural Networks; White Blood Cell Segmentation; Automated Diagnosis; Microscopic Blood Images; Machine Learning; Feature Extraction; Medical Image Analysis","ids":{"openalex":"https://openalex.org/T12874","wikipedia":"https://en.wikipedia.org/wiki/Medical_image_analysis"},"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/T10052","display_name":"Medical Image Segmentation Techniques"},{"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/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":11572,"cited_by_count":106698,"works_api_url":"https://api.openalex.org/works?filter=topics.id:T12874","updated_date":"2026-10-21T03:01:35","created_date":"2024-01-23T15:27:16"}