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Microsoft Says Building Tool to Spot Bias in AI Algorithms

The issue of bias will become crucial as more customers make use of these algorithms to take important decisions

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Microsoft’s latest Surface Pro firmware update fixes Surface Pen accuracy issues. Pixabay
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After Facebook announced its own tool to detect bias in an algorithm earlier this month, a new report suggests that Microsoft is also building a tool to automate the identification of bias in a range of different Artificial Intelligence (AI) algorithms.

The Microsoft tool has the potential to help businesses make use of AI without inadvertently discriminating against certain groups of people, MIT Technology Review reported on Friday.

Representational image (AI)
Representational image (AI). Pixabay

Although Microsoft’s new tool may not eliminate the problem of bias that may creep into Machine-Learning models altogether, it will help AI researchers catch more instances of unfairness, Rich Caruna, a senior researcher at Microsoft who is working on the bias-detection dashboard, was quoted as saying.

“Of course, we can’t expect perfection — there’s always going to be some bias undetected or that can’t be eliminated — the goal is to do as well as we can,” he said.

Also Read: Microsoft Also Has an AI Bot That Makes Phone Calls to Humans

The issue of bias will become crucial as more customers make use of these algorithms to take important decisions.

At its annual developer conference on May 2, Facebook announced its own bias-catching tool, called Fairness Flow, as the social network has found that the number of people using AI to make important decisions is increasing at the company. (IANS)

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New AI Model to Identify the Risk of Heart Disease in Indians

Besides Apollo, Microsoft is also planning to extend the AI model to other healthcare providers

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Novel Microsoft-Apollo AI model to predict heart disease risk for Indians. Pixabay

In a novel effort to predict the risk of cardiovascular disease (CVD) among the Indian population, Microsoft India and Apollo Hospitals on Friday launched the first-ever Artificial Intelligence (AI)-powered heart disease risk score API (application programme interface).

Part of Microsoft’s “AI Network for Healthcare” initiative, it will help doctors across the Apollo network of hospitals leverage the AI-powered API to predict risk of CVD and drive preventive cardiac care across the country.

Nearly three million heart attacks happen in India every year and 30 million Indians suffer from coronary diseases. However, even with various heart disease risk models available worldwide, doctors and cardiologists are unable to identify the probability of CVD in Indians.

“The AI-based models available worldwide were formed decades ago and are based on the western population. Our new API score is based on the data of 4,000 Indians shared by Apollo Hospitals and can easily identify the level of risk each patient has,” Anil Bhansali, Managing Director, Microsoft India (R&D), told IANS.

“We come in as a technology partner or expert in the AI domain, where we collaborate with healthcare providers and doctors to integrate data to help build the AI model,” Bhansali added.

Built on Microsoft’s Cloud computing platform Azure, the new AI-based heart risk score helps gauge a patient’s risk for heart disease and provides rich insights to doctors on treatment plans and early diagnosis.

The API score considers 21 risk factors including lifestyle attributes such as diet, tobacco and smoking preferences and physical activity as well as psychological stress and anxiety as reflected via rate of respiration, hypertension and systolic and diastolic blood pressure.

“The score categorises risk into high, moderate and minimal and also provides insights on the top modifiable risk contributors, thereby assisting physicians to consult patients in a more holistic way, while providing insights to patients for lifestyle modification and timely interventions,” Bhansali elaborated.

heart disease
Representational image. (IANS)

When a patient goes for a cardio health check, the doctor can build up a more accurate cardio-vascular health profile of the patient based on Machine Learning (ML) of all their previous patient data.

AI can, in turn, predict future coronary ailments the patient might experience in the next 10 to 20 years based on these multiple factors.

“This heart risk score for Indian populace is a true example of how precision healthcare can accelerate prevention of cardio-vascular disease and reduce disease burden,” Bhansali noted.

According to Sangita Reddy, Joint Managing Director, Apollo Hospitals, the partnership is aimed at designing new tools and equip doctors in the fight against non-communicable diseases.

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“The amalgamation of AI and ML with the global expertise of our doctors will help prevent heart disease, save lives and ensure those with heart disease can make informed choices on their health,” Reddy said in a statement.

Besides Apollo, Microsoft is also planning to extend the AI model to other healthcare providers.

“While we are currently working with Apollo, we are also in the process of identifying partners where we can actually try this API score,” Bhansali told IANS.

“In the last couple of years we have been working on how Cloud technology, particularly AI, can help in reducing the overall disease burden. Our first step towards this, as part of the healthcare partnership, is developing the cardiac risk score for Indian population,” Bhansali added. (IANS)