DEEP LEARNING

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Dec 07 2024TECHNOLOGY

Finding Bugs in Deep Learning: A New Approach with Citadel

Deep learning is everywhere these days, and so are the bugs in the tools we use to build and test these systems. Existing tools just don't cut it when it comes to finding performance bugs, which can really mess up training and using deep learning models. This is a tough nut to crack because it's har

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Nov 29 2024SCIENCE

Plant-Spotter: A Smart Way to ID Medicinal Plants

These days, pharmaceutical companies are big fans of medicinal plants. Why? Because they are cheap and have fewer side effects than regular drugs. But, identifying these plants can be tough, time-consuming, and prone to errors. That's why researchers are excited about automatic classification of the

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Nov 27 2024SCIENCE

Discovering Drug Side Effects with Human Neurons and AI

Imagine if we could predict how drugs might harm our nerves before they're even tested on people? That's what a new study is doing with a special system that mimics our body's tiny environments. Scientists used human nerve cells, grown from stem cells, and put them in a tiny structure called a micro

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Nov 27 2024HEALTH

Simplifying Eye Disease Detection: A New Approach

Deep learning models have been making waves in the medical field, especially when it comes to diagnosing eye diseases. These models often focus on boosting accuracy or speed, but accessibility is a growing concern. Early detection is key to preventing vision loss, and that's where new datasets come

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Nov 25 2024BUSINESS

Boosting Business Smartness with Deep Learning

Business intelligence (BI) is what helps managers make smart calls in their organizations. Today, companies generate lots of data, and traditional BI methods struggle to handle it all. Here's where deep learning steps in, showing its power in analyzing large, complex data sets. This study looks at h

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Nov 24 2024HEALTH

Using AI to Boost Chest Disease Diagnosis with Thick-Slice CT

CT scans are crucial for spotting chest diseases. The quality of these images largely depends on their spatial resolution. Thick-slice CT, which is still commonly used due to cost concerns, has a lower spatial resolution that can make diagnoses tricky. Researchers recently developed a deep learning

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Nov 23 2024SCIENCE

Unlocking Enhancers: A Fresh Deep Learning Approach

Enhancers, crucial parts of the genome, act as volume controls for nearby genes, helping cells express specific genes. Understanding enhancers is key to unraveling gene regulation and diseases. This new study introduces MPDL-Enhancer, a smart deep learning system that helps identify and understand e

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Nov 22 2024SCIENCE

expediteFitness: The Race Against Variants

Imagine trying to understand how every tiny change in a protein affects its performance. It’s almost like trying to solve a puzzle with an infinite number of pieces. And just like any challenging puzzle, it’s time-consuming and expensive. That’s where VespaG steps in. This nifty tool uses protein La

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Nov 20 2024HEALTH

Spotting Diabetic Foot Infections with a New Tech Twist

Have you ever wondered how technology can help in detecting infections in diabetic foot ulcers? Well, researchers have developed a clever tool called the Guided Conditional Diffusion Classifier, or ConDiff for short. This innovative system can spot infections just by looking at photos taken during p

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Nov 20 2024FINANCE

Blending Old and New: How Double Exponential Smoothing and Deep Learning Team Up to Predict Stock Prices

Financial markets are getting smarter with the blend of modern deep learning (DL) and classic time series forecasting methods. Researchers have created a unique hybrid model to predict stock prices for General Electric (GE), Microsoft (MSFT), and Amazon (AMZN). This model combines Double Exponential

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