MedEvalKit: A Unified Medical Evaluation Framework
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medicalai
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MICCAI 2024: Welcome to the official repository of D-MASTER: Mask Annealed Transformer for Unsupervised Domain Adaptation in Breast Cancer Detection from Mammograms. This repository hosts the source code, pre-trained model weights, and benchmark dataset RSNA-BSD1K, supporting research in cross-domain breast cancer detection.
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This deep learning model detects eye diseases using CNNs. Trained on an image dataset, it predicts conditions with high accuracy. Ideal for AI-driven medical diagnosis!
machine-learning deep-learning tensorflow image-processing cnn healthcare medicalai eye-diseases healthcaretechnology
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A deep learning model for classifying eye diseases using Convolutional Neural Networks (CNNs). Built with TensorFlow and Keras, trained on a medical eye dataset for accurate multi-class classification and analysis.
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A Telegram bot that classifies photos of skin lesions using a fine-tuned Vision Transformer (ViT-B/16) from HuggingFace, then fires a text-only label to Google Gemini 2.0 Flash for a plain-English breakdown: what the condition is, what signs to watch for, treatment options, and a one-line severity verdict. Seven HAM10000 diagnostic classes.
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Deep learning model using VGG16 to classify chest X-rays into COVID-19, Pneumonia, TB, and Normal. Deployed via a local web app with real-time predictions.
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🔬 Aplikasi deteksi penyakit kulit menggunakan AI dan Computer Vision - Lomba Digiwar #1: Digital Application Challenge - VISIONARY: Unleashing Innovation through Computer Vision.
python computer-vision deep-learning tensorflow healthcare resnet-50 skin-cancer resnet50 medicalai skin-cancer-detection
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This project applies machine learning to predict heart disease using clinical data. It covers data preprocessing, model building, and performance evaluation, aiming to support early diagnosis and healthcare decision-making through data-driven insights and AI-based prediction techniques.
python numpy excel scikit-learn pandas seaborn datascience healthcare matplotlib machinelearning predictive-modeling powerbi datavisualization artificialintelligence medicalai heartdisease healthcareanalytics
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An Agentic RAG system using LangGraph Designed to answer medical questions accurately and contextually
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This repository presents an efficient approach for fine-tuning large language models for the medical domain using 4-bit quantization and LoRA techniques.
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ai assisted emergency triage and hospital routing to reduce er overload and improve response time.
gemini emergency-response medicalai aiforsocialgood prompt-engineering generative-ai googleaistudio triagesystem hospitalrouting
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本仓库主要面向学生群体提供一些AI医疗的实践项目,AI框架主要为主要Pytorch,旨在通过代码入门医学AI(尤其是医学人工智能)领域,了解该领域的常用技术与软件包(pydicom.nibabel,monai,simpleITK等),希望能对你有所帮助
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PyTorch-based pipeline includes data preprocessing, model inference, and performance evaluation with standard metrics (Dice score, Hausdorff distance). The repository provides tools for visualizing segmentation results and comparing MedSAM-2's performance against baseline models, offering insights into adapting foundation models for medical imaging
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A Noise-Resilient Hybrid Imputation-Ensemble (NR-HIE) framework designed to bridge the generalizability gap in medical AI. Utilizing a triple-stream imputation strategy and stacked generalization, this model achieved 81.62% accuracy on external validation data, ensuring robust and medically safe diabetes prediction
python data-science machine-learning artificial-intelligence xgboost ensemble-learning medicalai diabetes-prediction shap imputation-methods disease-detection disease-diagnosis scikitlearn mnar missing-data-handling robust-ml
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This project builds a deep-learning-based heartbeat sound classification system using MFCC features and multiple models including CNN, BiLSTM, and a Hybrid CNN–BiLSTM architecture. The system detects and classifies heart sounds into normal, murmur, and artifact categories, supporting early cardiac abnormality detection.
python deep-learning tensorflow sound-processing lstm mfcc librosa cnn-model fourier-transform medicalai heartsound audioclassification healthcare-ai hybridmodel phonocardiogram
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Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials. Medical AI Chatbot Project leverages AI and NLP to interact with users, provide symptom analysis, health guidance, and support patients with timely medical information and advice.
nlp aichatbot artificialintelligence medicalai computerscienceprojects healthtech btechprojects finalyearprojects mtechprojects smarthealthcare healthcaretechnology bcaprojects mcaprojects
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