deep-learning segmentation convolutional-neural-networks semantic-segmentation fully-convolutional-networks computed-tomography multi-organ-segmentation computer-aided-detection
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Feb 11, 2019 - Jupyter Notebook
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computer-aided-detection
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Hierarchical probabilistic 3D U-Net, with attention mechanisms (βAttention U-Net, SEResNet) and a nested decoder structure with deep supervision (βUNet++). Built in TensorFlow 2.5. Configured for voxel-level clinically significant prostate cancer detection in multi-channel 3D bpMRI scans.
mri-images computer-aided-detection attention-mechanisms prostate-cancer computer-aided-diagnosis seresnet tensorflow-keras unetplusplus attention-unet probabilistic-unet
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Feb 11, 2022 - Python
Computer-assisted image straightening and cropping
python opencv image computer-vision image-processing python3 hough-transform opencv-python canny-edge-detection image-cropping computer-aided-detection tkinter-gui image-rotation
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Aug 7, 2022 - Python
Official Python implementation of IEEE JBHI 2021 paper: "Choquet Integral and Coalition Game-based Ensemble of Deep Learning Models for COVID-19 Screening from Chest X-ray Images"
computer-vision deep-learning ensemble-learning convolutional-neural-networks computer-aided-detection covid-19 covidscreening
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Jun 27, 2022 - Python
π About MIMBCD-UI Project
medical-imaging usability user-interface user-experience human-computer-interaction multimodality diagnosis user-centered-design cancer-research radiomics breast-cancer health-informatics computer-aided-detection computer-aided-diagnosis
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Aug 13, 2025
Computer-aided detection and diagnosis program
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Sep 29, 2019 - C
AnΓ‘lisis Computacional de Eventos de Protesta (ACEP). Computer-Aided Protest Event Analysis (CAPEA)
visualization package text-mining r dictionaries rstats nlp-keywords-extraction conflict-analysis computer-aided-detection conflict-detection protest-events
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Mar 11, 2024 - R
AiAi code-charity project for Cancer and Tuberculosis screening in Radiology Chest X-Rays (PA - CXR) using Deep Learning powered CAD algorithms. Come join our all-volunteer team to improve the healthcare in emerging nations!
deep-learning cancer fda dicom cad artificial-intelligence fhir hl7 pacs hipaa radiology ris tuberculosis computer-aided-detection teleradiology radiologist chest-xray aiai
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Jul 15, 2021 - JavaScript
C++ implementation of oral cancer detection on CT images
neural-network image-processing feature-engineering classification-algorithm computed-tomography cancer-detection computer-aided-detection
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Mar 25, 2019 - C++
Clinically Significant Prostate Cancer Detection in bpMRI using models trained with Report Guided Annotations
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Mar 23, 2023 - Python
Public release of ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans
deep-learning medical-imaging image-segmentation attention-mechanism computer-aided-detection prostate-cancer mp-mri
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Mar 11, 2022 - Python
π About BreastScreening Project
computer-science machine-learning deep-neural-networks deep-learning neural-network machine-learning-algorithms dicom healthcare medical-imaging information-visualization neural-networks dicom-images human-computer-interaction health-data user-centered-design breast-cancer health-informatics computer-aided-detection computer-aided-diagnosis
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Jul 14, 2021
π¬ Low-Fidelity Prototypes
machine-learning prototype deep-learning artificial-intelligence medical-imaging prototyping human-computer-interaction user-centered-design low-fidelity-prototype breast-cancer health-informatics computer-aided-detection computer-aided-diagnosis
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Jan 12, 2022 - HTML
π MIDA Project Webpage
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Dec 7, 2018 - CSS
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