There are 0 repository under computer-aided-diagnosis topic.
Our solution for ICIAR 2018 Grand Challenge
A breakdown of 100 days encapsulating my journey of learning ROS, starting at the basic and upscaling to advanced concepts
RECOD Titans participation at the ISBI 2017 challenge - Part 3
Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder structure with deep supervision (—𝘜𝘕𝘦𝘵++). Built in TensorFlow 2.5. Configured for voxel-level clinically significant prostate cancer detection in multi-channel 3D bpMRI scans.
Codes to process and train LIMUC dataset
Aim of this project is to use Computer Vision techniques of Deep Learning to correctly identify & map Brain Tumor for assistance in Robotic Surgery.
Suspicious Regions-Based Whole Slide Image Analysis
Our solution for ICIAR 2018 Grand Challenge BACH dataset
The open source code for the paper "Block Attention and Switchable Normalization based Deep Learning Framework for Segmentation of Retinal Vessels"
Investigating the reproducibility of federated GNN models
AI based health checkup web tool
Supervised graph diffusion and fusion.
Apna Doctor is an AI based Health Check-Up Web Application
Comparison of three techniques of melanoma screening.
✨ [AVI 2020] A prototype platform for lesion annotations and manual segmentation on breast cancer diagnosis with a multimodality strategy. The work was presented in the Advanced Visual Interfaces (AVI) conference.
Convolutional Neural Networks capable of classifying Normal vs. Pneumonia frontal chest radiograph (a set of 32 images in 8 seconds) using Transfer Learning with ResNet50
A quality control system for automated prostate segmentation on T2-weighted MRI
The Vivaldy (VerIfication and Validation of Ai-enabLeD sYstems) analysis tool and dashboard allows for automated subgroup performance analysis for AI algorithms.
SM-NetFusion for supervised multi-topology network cross-diffusion.
[IJHCS] Assistive heatmaps prototype for promoting eXplainable AI (XAI) in the medical workflow for the breast cancer diagnosis. The work was published in the International Journal of Human-Computer Studies.
Cardiac MR image processing.
Automated classification system based on deep learning to predict the presence of melanoma skin cancer.
:paperclip: About BreastScreening Project
Release version of Computer-aided Diagnosis System for Thyroid Nodule Malignancy Stratification
Computer-Aided Diagnosis (CAD) Tool for frontotemporal dementia (FTD) based on Deep Learning and Explainable AI (MD3-Cam). The model uses 3D T1-weighted MRI brain scans. The paper has been published in Life journal.
Diagnosis of Dermoscopic Images using Multi-Sizing Ensemble-Based Deep Learning Method
The Reproducibility of Deep Learning-Based Segmentation of the Prostate Gland and Zones on T2-Weighted MR Images
This repository includes the Skin lesion classification project work for Computer Aided Diagnosis course in Univeristy of Girona. The project includes classical machine learning and deep learning pipelines.
:globe_with_meridians: MIDA Project Webpage
An assistant prototype for breast cancer diagnosis prepared with a multimodality strategy.
Alzheimer's Disease Classification Research performed at University of Cagliari in 2020.