Healthcare Analytics

Directory

---

No	Notebook	Dataset	Task
1	Breast Cancer Survival Prediction	SEER Breast Cancer Dataset	Data Visualization, Statistical Analysis, Classification
2	Early Detection of Diabetes Risk: A Predictive Analysis	Early Stage Diabetes Risk Prediction	Data Visualization, Statistical Analysis, Classification
3	Alzheimer's Disease and Mild Cognitive Impairment Prediction through Biomarker Analysis and Machine Learning	Plasma lipidomics in Alzheimer's disease and its progression	Data Visualization, Statistical Analysis, Classification
4	Liver Diseases Prediction	Indian Liver Patient Dataset	Classification
5	Multinomial Classification on Anemia	Anemia Types	Classification
6	Predictive Modeling of Severe Chronic Kidney Disease Events in Patients with Chronic Kidney Disease Using Electronic Health Records	Chronic kidney disease EHRs Abu Dhabi	Statistical Analysis, Classification
7	Deciphering Angiographic Disease: An In-depth Analysis of Predictive Markers	Heart Disease	Statistical Analysis, Classification
8	Breast Cancer Prediction	Breast Cancer Coimbra	Statistical Analysis, Classification
9	Application of the Deep Learning for Pneumonia Detection Using Chest X-Ray Images	Labeled Optical Coherence Tomography (OCT) and Chest X-Ray Images for Classification	Convolutional Neural Network, Classification
10	Brain Tumor Detection using MRI Images	Brain MRI Images for Brain Tumor Detection	Convolutional Neural Network, Classification
11	Detection of Diabetic Retinopathy using Retinal Images	Diagnosis of Diabetic Retinopathy	Convolutional Neural Network, Classification