AD_Prediction

A comprehensive guide for predicting Alzheimer's disease using machine learning, covering data collection, preprocessing, feature selection, model training, evaluation, and deployment while emphasizing ethics and collaboration with experts.

Name		Name	Last commit message	Last commit date
Latest commit History 891 Commits
Courses/Diffusion		Courses/Diffusion
.gitignore		.gitignore
ADNI_3CNNs_Diffusion.ipynb		ADNI_3CNNs_Diffusion.ipynb
ADReSSo21.ipynb		ADReSSo21.ipynb
AD_Ad0.ipynb		AD_Ad0.ipynb
AD_Ad0_VS.ipynb		AD_Ad0_VS.ipynb
AD_Adـfinal.ipynb		AD_Adـfinal.ipynb
AD_JAN24.ipynb		AD_JAN24.ipynb
AD_MRI_March.ipynb		AD_MRI_March.ipynb
AD_March12.ipynb		AD_March12.ipynb
AD_Prediction_Mar10.ipynb		AD_Prediction_Mar10.ipynb
ADـAd1.ipynb		ADـAd1.ipynb
AddResso_Predict.ipynb		AddResso_Predict.ipynb
Alz_voice.ipynb		Alz_voice.ipynb
Alzheimer's_disease_prediction_XGB_,_PCA.ipynb		Alzheimer's_disease_prediction_XGB_,_PCA.ipynb
Alzheimer’s_Dementia_Speech.ipynb		Alzheimer’s_Dementia_Speech.ipynb
Alzheimer’s_Dementia_Speech_CPU.ipynb		Alzheimer’s_Dementia_Speech_CPU.ipynb
Alzheimer’s_Dementia_Speech_GPU.ipynb		Alzheimer’s_Dementia_Speech_GPU.ipynb
CycleSGAN__A_cycle-consistent_and_semantics-preserving_generative_adversarial_network_for_unpaired_MR-to-CT_image_synthesis.pdf.md		CycleSGAN__A_cycle-consistent_and_semantics-preserving_generative_adversarial_network_for_unpaired_MR-to-CT_image_synthesis.pdf.md
Dementia_Detection.ipynb		Dementia_Detection.ipynb
Detecting_dementia_from_speech_and_transcripts_using_transformers.ipynb		Detecting_dementia_from_speech_and_transcripts_using_transformers.ipynb
Detecting_dementia_from_speech_and_transcripts_using_transformers_2.ipynb		Detecting_dementia_from_speech_and_transcripts_using_transformers_2.ipynb
Detecting_dementia_from_speech_and_transcripts_using_transformers_3.ipynb		Detecting_dementia_from_speech_and_transcripts_using_transformers_3.ipynb
Detecting_dementia_from_speech_and_transcripts_using_transformers_May24.ipynb		Detecting_dementia_from_speech_and_transcripts_using_transformers_May24.ipynb
Detecting_dementia_from_speech_and_transcripts_using_transformers_May242.ipynb		Detecting_dementia_from_speech_and_transcripts_using_transformers_May242.ipynb
Detecting_dementia_from_speech_and_transcripts_using_transformers_May243.ipynb		Detecting_dementia_from_speech_and_transcripts_using_transformers_May243.ipynb
EndToEnd.ipynb		EndToEnd.ipynb
Exploiting_linguistic_information_from_Persain_transcripts_for_early.ipynb		Exploiting_linguistic_information_from_Persain_transcripts_for_early.ipynb
Extractor_Jul10.ipynb		Extractor_Jul10.ipynb
Feature_Extractor.ipynb		Feature_Extractor.ipynb
Final_prediction_From_Addresso.ipynb		Final_prediction_From_Addresso.ipynb
Graph_Attention_and_Feature_Fusion_for_Robust_Alzheimer’s_Disease_Diagnosis_from_the_ADReSSo21_Speech_Dataset.ipynb		Graph_Attention_and_Feature_Fusion_for_Robust_Alzheimer’s_Disease_Diagnosis_from_the_ADReSSo21_Speech_Dataset.ipynb
HandwrittenFianl.ipynb		HandwrittenFianl.ipynb
HippoWithResNetU_Net.ipynb		HippoWithResNetU_Net.ipynb
HippoWithResUNetandU_net.ipynb		HippoWithResUNetandU_net.ipynb
Hippo_Seg.ipynb		Hippo_Seg.ipynb
IDA_DcmToJpeg.ipynb		IDA_DcmToJpeg.ipynb
Insurance4paper.ipynb		Insurance4paper.ipynb
Jul16_Speech.ipynb		Jul16_Speech.ipynb
July16_Speech_CompleteV.ipynb		July16_Speech_CompleteV.ipynb
MRtoCT.ipynb		MRtoCT.ipynb
MultimodalLearning4Alzheimer’sDiseaseDetection.md		MultimodalLearning4Alzheimer’sDiseaseDetection.md
NEURAL_ARCHITECTURE_SEARCH_WITH_MULTIMODAL_FUSION_METHODS4DIAGNOSING_DEMENTIA.ipynb		NEURAL_ARCHITECTURE_SEARCH_WITH_MULTIMODAL_FUSION_METHODS4DIAGNOSING_DEMENTIA.ipynb
NEURAL_ARCHITECTURE_SEARCH_WITH_MULTIMODAL_FUSION_METHODS4DIAGNOSING_DEMENTIA2.ipynb		NEURAL_ARCHITECTURE_SEARCH_WITH_MULTIMODAL_FUSION_METHODS4DIAGNOSING_DEMENTIA2.ipynb
README.md		README.md
Simple_method_Jan12.ipynb		Simple_method_Jan12.ipynb
Speech_AD.ipynb		Speech_AD.ipynb
Speech_only.ipynb		Speech_only.ipynb
Voice.ipynb		Voice.ipynb
Voice_Alz5Jul.ipynb		Voice_Alz5Jul.ipynb
alfinal_zi.ipynb		alfinal_zi.ipynb
alzheimer-s-detection-with-handwriting.ipynb		alzheimer-s-detection-with-handwriting.ipynb
darwin-prediction-of-alzheimer-s-disease-0-98-auc.ipynb		darwin-prediction-of-alzheimer-s-disease-0-98-auc.ipynb
feature_extractor.py		feature_extractor.py
final_alzhmer_AD.ipynb		final_alzhmer_AD.ipynb
handwrite.md		handwrite.md
handwriting_Final.ipynb		handwriting_Final.ipynb
jul22_Microservices _V2.ipynb		jul22_Microservices _V2.ipynb
jul22_Microservices.ipynb		jul22_Microservices.ipynb

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