Pytorch implementation of the MICCAI 2020 paper SIMBA: Specific Identity Markers for Bone Age Assessment
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May 8, 2024 - Python
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bone-age-assessment
Here are 9 public repositories matching this topic...
Bone age estimation using hand X-Ray images
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Aug 27, 2024 - Jupyter Notebook
Deep learning and segmentation in sex classification from left hand X-ray images in pediatric patients: how zero-shot Segment Anything Model (SAM) can improve medical image analysis
ai deep-learning sam anthropology zero-shot-learning x-ray-images medical-image-analysis rsna prehistoric-archaeology bone-age-assessment sex-classifier segment-anything
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Dec 13, 2024 - Jupyter Notebook
This is the Bone Age Assessment Dataset from RSNA Originally
image deep-learning image-processing assessment dataset age bone rsna boneage bone-age bone-age-assessment
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Jun 3, 2022
This is the Bone Age Assessment Dataset from Kaggle, But Enhanced by neu.ro
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Jun 19, 2022
The project is a collaboration with David Loaiza ( 4th Yr Radiologist) from Mexico at Cardiology national institute "Ignacio Chavez". The aim is to estimate the bone age from the left hand radiographs. The model will be trained on a RSNA Pediatric Bone Age Challenge (2017) public dataset and evaluated on private dataset obtained from the hospital.
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Aug 5, 2023 - Jupyter Notebook
Develop a deep learning-based model utilizing a fully connected convolutional neural network (CNN) to predict bone age from left-hand radiographs.
deep-learning cnn medical-imaging bone-age-assessment bone-age-prediction pediatric-medicine left-hand-radiograph diagnostic-radiology
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Aug 1, 2024
Final group project of "Human Data Analytics" course at University of Padova
computer-vision image-classification convolutional-neural-networks transfer-learning attention-mechanism data-augmentation keras-tensorflow bone-age-assessment
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Feb 25, 2024 - Jupyter Notebook
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