Knowledge Hut

JUNE 13, 2024

In the same way, big data has been transforming the medical sector, fundamentally changing how the most basic procedures of health monitoring are conducted, and that too by shaping and mapping unstructured information. Now when this technology is applied to the medical field, it can help monitor patient health. No wonder 3.5

Healthcare 52

Healthcare Data Science Medical Pharmaceutical 52

Knowledge Hut

JULY 4, 2023

Pattern recognition is used in a wide variety of applications, including Image processing, Speech recognition, Biometrics, Medical diagnosis, and Fraud detection. And is used in a wide variety of applications, including image processing, speech recognition, and medical diagnosis.

Machine Learning 98

Machine Learning Medical Algorithm Deep Learning 98

Striim

JULY 18, 2024

Emerging technology and the utilization of real-time data enable medical professionals to monitor a patient’s prognosis quickly and with minimal interruption. The best part is that it enables prompt intervention, allowing medical professionals to take a proactive rather than reactive approach to healthcare.

Healthcare 52

Healthcare Medical Hospitality Algorithm 52

Knowledge Hut

AUGUST 1, 2023

Machine learning is a way in which artificial intelligence is used to train algorithms or computers. Machine learning algorithms can analyze potentially tera bytes of data, identify patterns from these data, and make predictions or decisions. But how is machine learning used in healthcare?

Machine Learning 52

Machine Learning Medical Healthcare Hospitality 52

AltexSoft

MAY 27, 2022

This article describes how data and machine learning help control the length of stay — for the benefit of patients and medical organizations. The length of stay (LOS) in a hospital , or the number of days from a patient’s admission to release, serves as a strong indicator of both medical and financial efficiency.

Hospitality 98

Hospitality Medical Healthcare Algorithm 98

RandomTrees

JANUARY 22, 2024

It improves accessibility, encourages innovation for greater value, lowers disparities in research and treatment, and harnesses large-scale medical data analysis to create new data. Revolutionizing Clinical Trials through AI Generative AI is transforming medical research. This reduces the amount of time and money needed.

Medical 52

Medical Healthcare Datasets Electronics 52

Knowledge Hut

JUNE 4, 2024

Data science in pharmaceutical industry is extensively used to improve its operations through applications such as predictive modeling, segmentation analysis, machine learning algorithms, visualization tools, etc., which help improve decision-making processes. This helps the companies keep a check on their production pipeline.

Pharmaceutical 52

Pharmaceutical Data Science Medical Deep Learning 52

U-Next

MARCH 1, 2023

They are algorithms that assist users in finding information that is pertinent to them. Applications Technology Giants Advertising Firms Handwritten Digit Recognition Artificial neural networks are used to build a system that correctly decodes handwritten numbers. They help banks save money by cutting labor expenses.

Project 96

Project Medical Banking Healthcare 96

Cloudera

OCTOBER 23, 2023

Planning and Training : AI algorithms can help in optimizing mission planning by considering/integrating factors such as terrain, weather, enemy capabilities, and logistical constraints in real time while suggesting optimal routes, tactics, and strategies for military operations, thus improving outcomes for mission planning.

Medical 80

Medical Government Algorithm Technology 80

Knowledge Hut

DECEMBER 27, 2023

Data processing can be done using statistical techniques, algorithms, scientific approaches, various technologies, etc. Medical Image Analysis Data science applications in healthcare or Medical science have several uses. Analyzing medical images is one of them. As time passes, search engines like Google, Yahoo, Bing, etc.,

Data Science 52

Data Science Medical Manufacturing Transportation 52

Knowledge Hut

DECEMBER 27, 2023

Database Structures and Algorithms Different organizations use different data structures to store information in a database, and the algorithms help complete the task. These industries include companies that offer medical services, insurance, manufacturing drugs, or distributing medical equipment.

Medical 98

Medical Programming Language Amazon Web Services Entertainment 98

Knowledge Hut

DECEMBER 21, 2023

Wearable Devices Wearable devices such as smartwatches, fitness trackers, and medical devices are becoming increasingly popular. Medical Devices: Medical devices refer to the use of IoT technology to develop devices that can monitor and track various health parameters such as blood pressure, glucose levels, and oxygen saturation.

Coding 98

Coding Transportation Medical Retail 98

ProjectPro

JULY 9, 2021

Suppose you’re among those fascinated by the endless possibilities of deep learning technology and curious about the popular deep learning algorithms behind the scenes of popular deep learning applications. Table of Contents Why Deep Learning Algorithms over Traditional Machine Learning Algorithms? What is Deep Learning?

Deep Learning 40

Deep Learning Algorithm Machine Learning Datasets 40

Snowflake

OCTOBER 17, 2024

CHG Healthcare , a healthcare staffing company with over 45 years of industry expertise, uses AI/ML to power its workforce staffing solutions across 700,000 medical practitioners representing 130 medical specialties. We demonstrate how, using a PyTorch-based recommendation algorithm, you can train and deploy a model to do exactly that.

Food 94

Food Medical Healthcare AWS 94

Cloudera

SEPTEMBER 15, 2021

Consider the potentially catastrophic outcome of two autonomous vehicles on a collision course or taking a beat too long to act on an alert from an implanted medical device. . ML can stop a transaction if the algorithm detects anomalous behavior indicative of fraud. Datasets that are three months old are no longer relevant.”.

Medical 119

Medical Retail Datasets Algorithm 119

Snowflake

OCTOBER 2, 2024

Today, generative AI-powered tools and algorithms are being used for diagnostics, predicting disease outbreaks and targeted treatment plans — and the industry is just getting started. Medical imaging: Embedding models in AI can identify disease markers in images, helping with early diagnosis and treatment.

Manufacturing 86

Manufacturing Pharmaceutical Healthcare Algorithm 86

Edureka

JUNE 7, 2024

From a technical standpoint, generative AI models depend on various architectures and algorithms to achieve their remarkable creative capabilities. Reinforcement learning algorithms such as Q-Learning and Deep Q-Networks (DQNs) are extensively used in applications like robotics, gaming, and autonomous systems.

Deep Learning 114

Deep Learning Media Manufacturing Algorithm 114

Knowledge Hut

APRIL 26, 2024

Machine learning uses algorithms that comb through data sets and continuously improve the machine learning model. B ut it is a great resource for u sers /learners to get better conne cted with the data and draw insights from it by applying different types of algorithms on it.

Machine Learning 98

Machine Learning Datasets Deep Learning Finance 98

Snowflake

JANUARY 17, 2024

Machine learning is used in security algorithms to detect anomalies, and recommendation engines tailor offers for the next thing you should buy, watch or listen to. AI models can scan medical and pharmaceutical data for new treatments and lead to new medical discoveries.

Telecommunication 100

Telecommunication Medical Pharmaceutical Entertainment 100

Knowledge Hut

OCTOBER 29, 2023

From machine learning algorithms to data mining techniques, these ideas are sure to challenge and engage you. Programming a system to track medical appointments. designing an algorithm to improve the efficiency of hospital processes. However, with so many options out there, it can be tough to decide which one is right for you.

Computer Science 111

Computer Science Coding Project Hospitality 111

Knowledge Hut

OCTOBER 27, 2023

This would help you lead teams, build predictive models, identify trends, and provide recommendations to management based on findings from the data analysed using advanced statistics, machine learning algorithms, mathematical models, and techniques. Medical diagnosis is a fascinating data analytics project idea for final year students.

Data Analytics 52

Data Analytics Coding Project Medical 52

Knowledge Hut

JANUARY 18, 2024

Data science is the application of scientific methods, processes, algorithms, and systems to analyze and interpret data in various forms. They can work with various tools to analyze large datasets, including social media posts, medical records, transactional data, and more. What Is Data Science?

Programming Language 98

Programming Language Data Science Programming Java 98

Scott Logic

SEPTEMBER 13, 2024

However, with improvements in computing power, access to large amounts of data and more complex algorithms, ML has grown into a powerful tool capable of handling sophisticated tasks like natural language processing and image recognition. Initially, ML models were fairly simple, handling tasks like basic predictions or classifications.

Medical 52

Medical Hospitality Datasets Machine Learning 52

Cloudera

AUGUST 18, 2021

To prevent that, companies must implement a strategy to make sense of data by first training AI algorithms and then continually refining them as new, relevant information becomes available. At Rush University Medical Center in Chicago, the process of turning data from various sources into actionable insights is no longer just an aspiration.

Medical 87

Medical Hospitality Data Lake Healthcare 87

Snowflake

JULY 11, 2023

Over 500 healthcare AI algorithms have been approved by the U.S. To design better screening guidelines, sharpen those algorithms, make them better and more effective. They need clinical trials and FDA approval (which the number of approved algorithms we referenced above indicates is not an insurmountable challenge).

Healthcare 50

Healthcare Hospitality Medical Pharmaceutical 50

Knowledge Hut

NOVEMBER 7, 2023

Medical Professionals The pandemic has affected the salaries of the medical fraternity. This drives the rise in salaries of medical professionals. Job Profile and Salary: The roles, responsibilities, and salaries for medical professionals are field-specific. The salary has a national average of $345,754 per annum.

Medical 98

Medical Software Engineer Software Engineering Banking 98

RandomTrees

AUGUST 9, 2024

Gen AI deploys machine learning algorithms for generating new molecules , predicting their properties, and optimizing them towards particular therapeutic targets. Through algorithms, it can be possible to design drugs that have ADME profiles that are well-optimized. This technology is up-and-coming in the following major areas: 1.

Pharmaceutical 52

Pharmaceutical Healthcare Algorithm Machine Learning 52

Knowledge Hut

NOVEMBER 18, 2023

Machine Learning Platforms Machine learning is an AI technology that focuses on developing algorithms and models, enabling computers to learn patterns and make decisions without being explicitly programmed. Natural Language Generation: This involves using NLP algorithms to analyze vast amounts of data and generate content based on the same.

Technology 52

Technology Medical Deep Learning Healthcare 52

AltexSoft

APRIL 27, 2023

This phase involves numerous clinical trial systems and largely relies on clinical data management practices to organize information generated during medical research. For example, researchers may employ ML to analyze demographics, medical histories, genetic makeup, and other data to find and choose trial participants.

Data Analytics 52

Data Analytics Pharmaceutical Medical Manufacturing 52

RandomTrees

JUNE 24, 2024

Use Cases Medical Field Auto annotation can be utilized for identifying and annotating medical images , such as detecting tumors in radiology scans or segmenting anatomical structures in MRI images.

Medical 52

Medical Machine Learning Datasets Retail 52

Knowledge Hut

OCTOBER 27, 2023

Personality Analysis System Personality Analysis System project is an exciting software engineering project that requires a good understanding of natural language processing, AI algorithms, and data analysis. The system is created to help patients attain health goals and improve their overall wellbeing.

Software Engineer 98

Software Engineer Software Engineering Coding Project 98

The Modern Data Company

APRIL 12, 2023

The unauthorized release of healthcare information could violate regulations such as the HIPAA in the United States, which sets standards for protecting sensitive medical information. If this information were to be disclosed or used without authorization, it could have significant consequences for the individual.

Healthcare 98

Healthcare Hospitality Medical Electronics 98

Edureka

AUGUST 29, 2024

Algorithms are used to data at this critical stage of the info science pipeline to seek out patterns, forecast outcomes, or obtain insights. Choosing the proper algorithms for your particular dataset is a crucial additional factor to believe. Selecting the algorithm that most accurately fits the sort of knowledge you’ve got.

Data Science 40

Data Science Medical Algorithm Datasets 40

RandomTrees

SEPTEMBER 10, 2024

AI algorithms analyze massive sensor-collected data from machines containing temperature, vibration, and pressure, among other operational parameters. AI algorithms can be used to access this data to start its analysis. Data Integration: The data is then fed into a central system, where it is processed and stored.

Transportation 52

Transportation Manufacturing Machine Learning Algorithm 52

Knowledge Hut

NOVEMBER 17, 2023

Solves specific problems based on predefined algorithms and rules for the designated task. Algorithm Complexity Employs complex and dynamic algorithms that evolve and improve over time to handle various tasks and challenges. Weak AI uses established algorithms and rules to process data specific to its specified goal or domain.

Algorithm 52

Algorithm Medical Utilities Computer Science 52

Knowledge Hut

JULY 28, 2023

By learning from historical data, machine learning algorithms autonomously detect deviations, enabling timely risk mitigation. Anomaly detection jobs benefit from machine learning algorithms' ability to process vast volumes of data and automatically identify patterns.

Machine Learning 98

Machine Learning Algorithm Datasets Deep Learning 98

Knowledge Hut

NOVEMBER 27, 2023

For instance, sales of a company, medical records of a patient, stock market records, tweets, Netflix’s list of programs, audio files on Spotify, log files of a self-driven car, your food bill from Zomato, and your screen time on Instagram. It is also important to know the underlying math to understand the various ML algorithms.

Data Science 97

Data Science Healthcare Machine Learning Algorithm 97