AI Use Cases

UseCasesFor.ai

AI Use Cases

A collection of over 250 uses for artificial intelligence

A continually updated list exploring how different types of AI are used across various industries and AI disciplines,including generative AI use cases, banking AI use cases, AI use cases in healthcare, AI use cases in government, AI use cases in insurance, and more

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Healthcare AI Use Cases

Counting cells in microscope images
Healthcare CV

Counting cells in microscope images

AI can assist in counting cells in microscope images to improve accuracy and efficiency in laboratory analyses.

X-Ray image analysis
Healthcare CV

X-Ray image analysis

analysing X-rays and other medical images to assist in diagnosis and treatment planning

Mammogram analysis
Healthcare CV

Mammogram analysis

AI analyses mammograms to detect early signs of breast cancer, aiding in early diagnosis and treatment planning.

Lung cancer screening
Healthcare CV

Lung cancer screening

AI helps in screening for lung cancer by analysing chest X-rays and CT scans to identify potential malignancies.

Diagnosis from patient data
Healthcare ML

Diagnosis from patient data

Identifying patterns in patient-reported symptoms to aid in early disease detection

Skin cancer classification
Healthcare CV

Skin cancer classification

AI classifies images of skin lesions to detect potential skin cancer, improving early diagnosis and treatment outcomes.

Prognosis creation from diagnosis
Healthcare RAG

Prognosis creation from diagnosis

Generating prognosis reports based on initial diagnosis to predict disease progression and treatment outcomes.

Chatbots to aid diagnosis and reduce human presence
Healthcare NLP

Chatbots to aid diagnosis and reduce human presence

Utilizing AI-powered chatbots to gather patient information and provide preliminary diagnosis, reducing the need for human intervention.

Blood panel analysis
Healthcare ML

Blood panel analysis

AI analyses blood panel results to identify abnormalities and assist in diagnosing various conditions.

How genes impact health
Healthcare ML

How genes impact health

analysing genetic data to understand how gene variations affect health and susceptibility to diseases.

Genetic marker identification and consideration
Healthcare ML

Genetic marker identification and consideration

Identifying genetic markers to tailor treatments based on individual genetic profiles and reduce side effects.

Drug discovery
Healthcare ML

Drug discovery

Using AI to expedite the drug discovery process by analysing potential drug candidates and predicting their efficacy.

Patient risk prediction
Healthcare ML

Patient risk prediction

Identifying high-risk patients for specific diseases based on questionnaire data and medical history

Outbreak detection
Healthcare ML

Outbreak detection

Using AI to detect and predict outbreaks of infectious diseases by analysing trends in patient data.

Disease infection prediction
Healthcare ML

Disease infection prediction

Predicting the likelihood of disease infections in populations based on historical data and trends.

Patient insights
Healthcare ML Gen AI

Patient insights

Gaining insights into patient health trends and risk factors through comprehensive data analysis.

Monitoring personal protective equipment (PPE) compliance through image recognition
Healthcare CV

Monitoring personal protective equipment (PPE) compliance through image recognition

Using AI to ensure compliance with PPE protocols by analysing images and detecting proper usage.

Providing personalized health recommendations and advice based on questionnaire responses
Healthcare Gen AI

Providing personalized health recommendations and advice based on questionnaire responses

AI offers personalized health recommendations and advice tailored to individual responses from health questionnaires.

Real-time patient translation services
Healthcare NLP

Real-time patient translation services

Providing real-time language translation services for patients with limited English proficiency

Recommending relevant clinical trials or research studies based on patient profiles
Healthcare ML

Recommending relevant clinical trials or research studies based on patient profiles

AI suggests clinical trials or research studies relevant to individual patient profiles, aiding in personalized treatment.

Patient resource prediction
Healthcare ML

Patient resource prediction

Optimizing healthcare resource allocation by forecasting future patient needs using ML models

Readmission risk prediction
Healthcare ML

Readmission risk prediction

Predicting patient risk of hospital readmission based on ML analysis of questionnaire data

Wound healing image analysis
Healthcare CV

Wound healing image analysis

Assessing wound healing progress through visual analysis of images submitted by patients

Detecting physical abuse or neglect
Healthcare ML CV

Detecting physical abuse or neglect

Identifying signs of physical abuse or neglect through visual inspection of patient images and past history

Patient scheduling
Healthcare ML CV

Patient scheduling

Optimizing patient scheduling and appointment booking based on clinic availability and patient preferences.