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An open API service indexing awesome lists of open source software.
Awesome-Machine-Learning-in-Biomedical-Healthcare-Imaging
A list of awesome selected resources towards the application of machine learning in Biomedical/Healthcare Imaging, inspired by
https://github.com/XindiWu/Awesome-Machine-Learning-in-Biomedical-Healthcare-Imaging
Last synced: about 8 hours ago
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Journal Collections
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Medical image analysis
- Machine Learning in Health and Biomedicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Artificial intelligence in biomedical imaging
- Deep Learning and Artificial Intelligence in Health Care
- Machine Learning in Health and Biomedicine
- Digital Medicine
- Journal of Biomedical and Health Informatics
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Deep Learning and Artificial Intelligence in Health Care
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
- Digital Medicine
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Courses
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Bioimage Analysis
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Biomedical Image Analysis
- Introduction to Biomedical Imaging and Image Analysis
- Computational Methods for Biomedical Image Analysis and Interpretation
- Medical Image Visualization and Analysis
- Signal and Image Processing for Biomedicine
- Biomedical Signal and Image Processing
- Biomedical Imaging II
- Introduction to biomedical imaging and sensing
- Biomedical imaging
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Medical image analysis
- Applied Medical Image Processing
- Medical Imaging Signals and Systems
- Medical Image Analysis
- Principles of Medical Imaging
- MEDICAL IMAGING DIAGNOSTIC TECHNOLOGIES
- MEDICAL IMAGING SYSTEMS
- Introduction to Biomedical Image Analysis and Imaging Informatics
- Methods In (Bio)Medical Image Analysis
- Medical Image Analysis
- MEDICAL IMAGING DIAGNOSTIC TECHNOLOGIES
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Conferences
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Medical image analysis
- 22nd International Conference on Medical Image Computing and Computer Assisted Intervention
- Artificial Intelligence in Medicine
- AMIA Symposium
- International Conference on Research in Computational Molecular Biology
- Pacific Symposium on Biocomputing
- IEEE International Conference on Healthcare Informatics
- Conference on Machine Intelligence in Medical Imaging
- The IEEE International Symposium on Biomedical Imaging
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Datasets
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Medical image analysis
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Radiology (Ultrasound, Mammographs, X-Ray, CT, MRI, fMRI, etc.)
- Center for Invivo Microscopy (CIVM), Embrionic and Neonatal Mouse (H&E, MR)
- user guide
- Collaborative Informatics and Neuroimaging Suite (COINS)
- Breast Cancer Digital Repository
- The Mammographic Image Analysis Society (MIAS) mini-database
- CT Scans for Colon Cancer
- NLM HyperDoc Visible Human Project color, CAT and MRI image samples - over 30 images
- Alzheimer’s Disease Neuroimaging Initiative (ADNI)
- Mammography Image Databases 100 or more images of mammograms with ground truth
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Microscopy (Cell, Cytology, Biology, Protein, Molecular, Fluorescence, etc.)
- The UCSB Bio-Segmentation Benchmark dataset
- Pap Smear database
- BIICBU Biological Image Repository
- RNAi dataset
- Locate Endogenus mouse sub-cellular organelles (END) databaset
- Allen Brain Atlas
- 1000 Functional Connectomes Project
- The Encyclopedia of DNA Elements (ENCODE)
- DRIVE: Digital Retinal Images for Vessel Extraction
- El Salvador Atlas of Gastrointestinal VideoEndoscopy Images and Videos of his-res of studies taken from Gastrointestinal
- 2D HeLa dataset (HeLa) datgaset
- The Cell Centered Database (CCDB)
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Histology and Histopathology
- The Histology Image Dataset (histologyDS)
- The Cancer Genome Atlas (TCGA)
- International Cancer Genome Consortium
- Stanford Tissue Microarray Database (TMA)
- MITOS dataset
- DPA’s Whole Slide Imaging Repository
- Atlas of bleast Histology
- ITK Analysis of Large Histology Datasets
- Histology Photo Album
- Slide Library of Virtual pathology, University of Leeds
- Tissue Acquisition and Banking Services (TABS) of the NYU Experimental Pathology Core Facilities
- Aperio Images
- HAPS Histology Image Database
- NIH: chest x-ray datasets
- Slide Library of Virtual pathology, University of Leeds
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Competitions: