Deep Learning Past Present and Future – A Review

Deep Learning Past Present and Future – A Review Deep learning is making a big impact in many areas of human life for solving complex problems. Deep learning models share various properties and the learning dynamics of neurons in human brain. Deep learning is an umbrella term. It covers many areas of artificial intelligence. In our Compassionate AI Lab, deep learning is now used in medical health care, radiology analysis, old age care, new drug discover to

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7 Limitations of Molecular Docking & Computer Aided Drug Design and Discovery

7 Limitations of Molecular Docking & Computer Aided Drug Design and Discovery Over the past decades, molecular docking has become an important element for drug design and discovery.  Many novel computational drug design methods were developed to aid researchers in discovering promising drug candidates. In the recent years, with the rapid development of faster architectures of  Graphics Processing Unit (GPU)-based clusters and better machine algorithms for high-level computations, much progress has been made in areas such as

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Artificial Intelligence for Balance Control and Fall Detection of Elderly People

Artificial Intelligence for Balance Control of Elderly People Designing automated balance control system for elderly people is one of the key project  of our Compassionate AI Lab. Here, Dr. Amit Ray discuses about one of the recent project of AI using deep learning algorithms for automatic balance control of elderly people. He explains how machine learning algorithms can be used to study and improve the dynamical properties of postural stability of elderly people. The project focuses on

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Quantum Computing Algorithms for Artificial Intelligence

Quantum Computing Algorithms for Artificial Intelligence Dr. Amit Ray explains the quantum annealing, Quantum Monte Carlo Tree Search, Quantum algorithms for traveling salesman problems, and Quantum algorithms  for gradient descent problems in depth. This tutorial is for the researchers, developers, students and the volunteers of the quantum computing team of the  Sri Amit Ray Compassionate AI Lab. Many of our researchers and students asked me to explain the quantum computing algorithms in a very simplistic term.  The purpose of

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Artificial Intelligence to Combat Antibiotic Resistant Bacteria

Antibiotic resistance bacteria is becoming world’s biggest health crisis. Dr. Amit Ray explains how artificial intelligence can be used in combating antibiotic resistant bacteria. A multi-agent deep reinforcement learning models for predicting behavior of bacteria and phages in multi-drug environments are discussed.

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Artificial Intelligence and Blockchain for Precision Medicine

Here, we discussed the scopes and implementation issues of artificial intelligence and blockchain for precision medicine. Evidence-based medicine is gradually shifting from therapy to prevention and towards individually tailored precision medicine systems. Where, artificial intelligence can be used to automatically detect problems and threats to patient safety, such as patterns of sub-optimal care or outbreaks of hospital-acquired illness. Artificial intelligence can be used to prevent the issues like drug-interaction, over-diagnosis, over-treatment and under-treatment. It can be used more effectively to solve the problems of antibiotic resistant bacteria.

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Artificial Intelligence in Precision Medicine

Artificial Intelligence in Precision Medicine Artificial intelligence in precision medicine is a revolutionary new approach advancing health and wellness, knowledge, and health care delivery to maximize the quality of life for all over a lifetime. The main concept of precision medicine is providing health care which  is individually tailored on the basis of a person’s genes, lifestyle and environment. With the advances in genetics,  artificial intelligence and the growing availability of health data, present an opportunity to

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Artificial Intelligence in Healthcare Current Trends

Artificial Intelligence in Healthcare Dr. Amit Ray, explains how artificial intelligence is changing the landscape of healthcare and modern personalized precision medicine. He also explains the current trends, scopes and concerns of AI in healthcare. Artificial intelligence (AI) quickly became an exponential technology and revolutionizing every aspect of life. The core of artificial intelligence is the ability to learn from data and the ability to adapt in changing situation and environment with high precision, accuracy and speed.  

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Artificial Intelligence in Radiology

With artificial intelligence it is possible to analyze and interpret large amounts of radiological images efficiently. Late detection of disease significantly increases treatment costs and reduces survival rates. Often visual human interpretation of an isolated image are time-consuming, difficult and expensive. Artificial intelligence in healthcare especially in radiology has tremendous scope. Recently, AI for radiology uses deep learning, reinforcement learning, and other machine learning algorithms to systematically assess x-ray, CT Scan and MRI images of

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Artificial intelligence for Assisting Navigation of Blind People

AI for blind people has huge scope. Dr. Amit Ray explains how grid cell, place cell, path integration with artificial intelligence can be used for navigation system for blind people. Assisting blind people with deep learning & reinforcement learning is discussed. This project will help the blind people.

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