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Everything about Medical image computing
Interdisciplinary field
Medical image computing (MIC) is the use of computational and mathematical methods for solving problems pertaining to medical images and their use for biomedical research and clinical care. It is an interdisciplinary field at the intersection of computer science, information engineering, electrical engineering, physics, mathematics and medicine. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Medical image computingA 5-minute orientation
- Skim a recent paper: Multi-task deep learning for medical image computing and analysis: A reviewInfluential work since 2022
- Pick up a classic book: Human sectional anatomyThe most-reprinted book on the subject
- Read the landmark paper: Medical Image Encryption by Content-Aware DNA Computing for Secure HealthcareCited 226 times
- Go sideways: ITK-SNAPA closely related topic
- Go sideways: Image registrationA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🏆 Landmark papers (most cited)
Medical Image Encryption by Content-Aware DNA Computing for Secure Healthcare
GBM Volumetry using the 3D Slicer Medical Image Computing Platform
Polymorph segmentation representation for medical image computing
Medical image analysis for cancer management in natural computing framework
Toward Computing Cross-Modality Symmetric Non-Rigid Medical Image Registration
Model-Based and Data-Driven Strategies in Medical Image Computing
Efficient and robust large medical image retrieval in mobile cloud computing environment
Generalizable and explainable deep learning for medical image computing: An overview
🆕 Influential since 2022
Multi-task deep learning for medical image computing and analysis: A review
Mutil-medical image encryption by a new spatiotemporal chaos model and DNA new computing for information security
Medical image segmentation method based on multi-feature interaction and fusion over cloud computing
Recent Advances in Big Medical Image Data Analysis Through Deep Learning and Cloud Computing
Blockchain driven medical image encryption employing chaotic tent map in cloud computing
📚 Books worth reading
Human sectional anatomyHarold Ellis, Bari M. Logan · 1999
Three-dimensional biomedical imagingRichard A. Robb · 1985
Biomedical Engineering Systems and TechnologiesAna Fred · 2008
Fundamentals of medical imagingPaul Suetens · 2009
Statistical Atlases and Computational Models of the Heart. Imaging and Modelling ChallengesOscar Camara · 2012
Computational Vision and Medical Image ProcessingJoão Manuel R. S. Tavares · 2009
Clinical Image-Based Procedures. Translational Research in Medical ImagingRaj Shekhar, Stefan Wesarg · 2014
Machine Learning in Medical ImagingLuping Zhou, Li Wang · 2014
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- ITK-SNAP ITK-SNAP is an interactive software application that allows users to navigate three-dimensional medical images, manually delineate anatomical regions of…
- Image registration Image registration is the process of transforming different sets of data into one coordinate system. Data may be multiple photographs, data from different…
- Brain morphometry Brain morphometry is a subfield of both morphometry and the brain sciences, concerned with the measurement of brain structures and changes thereof during…
- U-Net U-Net is a convolutional neural network that was developed for image segmentation. The network is based on a fully convolutional neural network whose architectu…
- 3D Slicer 3D Slicer (Slicer) is a free and open source software package for image analysis and scientific visualization. Slicer is used in a variety of medical applicatio…
- FreeSurfer FreeSurfer is brain imaging software originally developed by Bruce Fischl, Anders Dale, Martin Sereno, and Doug Greve. Development and maintenance of FreeSurfer…
- Arterial spin labelling Arterial spin labeling (ASL), also known as arterial spin tagging, is a magnetic resonance imaging technique used to quantify cerebral blood perfusion…
- List of neuroimaging software Neuroimaging software is used to study the structure and function of the brain. To see an NIH Blueprint for Neuroscience Research funded clearinghouse…