Machine Learning News and Research

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CNN-Based Model Can Accurately Estimate Rice Yield From Canopy Images

With the rise in global demand for staple crop products projected to substantially increase by 2050 due to population growth, rising per capita income, and the growing use of biofuels, it is necessary to adopt sustainable agricultural intensification practices in existing croplands to meet this demand.

28 Aug 2023

Scientists Uncover New Mechanism for Degrading Short-Lived Proteins

Short-lived proteins control gene expression in cells to carry out a number of vital tasks, from helping the brain form connections to helping the body mount an immune defense. These proteins are made in the nucleus and are quickly destroyed once they've done their job.

25 Aug 2023

Researchers Gain Insights Into Brain's Voluntary Mechanisms

Picture this scenario: You and a friend are walking around your neighborhood when you stop at a crosswalk. As you wait, the noises of the world and your internal thoughts all vie for your attention. Suddenly, you see a motorist nearly hit a bicyclist.

24 Aug 2023

Global Map of How the Animal’s Nervous System is Organized to Control Behavior

To understand the full relationship between brain activity and behavior, scientists have needed a way to map this relationship for all of the neurons across a whole brain-;a so far insurmountable challenge.

22 Aug 2023

Enhancing Antimicrobial Resistance Surveillance with Big Data on Livestock Farms

According to a recent study, utilizing big data and machine learning to monitor antimicrobial resistance (AMR) in cattle production techniques could help guide interventions and provide defenses against bacteria that are developing antibiotic resistance.

21 Aug 2023

AI Tool Speeds Up Vaccine Development

From tackling homework challenges to drafting emails, people are discovering a vast array of applications for natural language processing tools like generative artificial intelligence (AI) engines.

14 Aug 2023

New Microscope Combined with AI Software to Identify Malaria Parasites in Blood Samples

Each year, more than 200 million people fall sick with malaria and more than half a million of these infections lead to death.

11 Aug 2023

Deep Learning Methods Developed For Computational Protein Design

The key to understanding proteins -; such as those that govern cancer, COVID-19, and other diseases -; is quite simple. Identify their chemical structure and find which other proteins can bind to them. But there's a catch.

11 Aug 2023

GEMINI Test Uses Genome-Wide Sequencing to Detect Cancer

Novel blood testing technology being developed by researchers at the Johns Hopkins Kimmel Cancer Center that combines genome-wide sequencing of single molecules of DNA shed from tumors and machine learning may allow earlier detection of lung and other cancers.

7 Aug 2023

Analyzing Deep Learning Methods for Computational Protein Design

4 Aug 2023

New Breakthrough in Generative AI Models and AlphaFold Structures for Drug Discovery

Insilico Medicine ("Insilico"), a clinical-stage end-to-end generative artificial intelligence (AI) drug discovery company, has achieved a significant breakthrough in the application of multiple generative AI models and AlphaFold structures for drug discovery.

3 Aug 2023

New Method Facilitates Early Detection and Localization of Tumors

To help with early tumor diagnosis and tumor localization, researchers have devised a technology that concurrently detects many cancer-specific DNA circulating hallmarks.

26 Jul 2023

Researchers Design New Algorithm to Boost Pandemic Preparedness

Immune system researchers have designed a computational tool to boost pandemic preparedness. Scientists can use this new algorithm to compare data from vastly different experiments and better predict how individuals may respond to disease.

26 Jul 2023

Identifying The Best Antibodies Using X-Rays

Imagine you're going to a party where you only know a single person. While you've been friends with this person for a long time, you're concerned about them leaving you alone in a room full of strangers. Even though they promise they'll stick by your side, they immediately walk away from you upon entering the party to speak to someone else they know.

26 Jul 2023

AI-Powered Collaboration Aims to Transform Drug Development

Critical Path Institute (C-Path), a leading global nonprofit committed to expediting drug development through the acceleration of regulatory-endorsed solutions, today announced a newly formalized Memorandum of Understanding (MOU) with Vivpro, an industry-leading provider of a revolutionary biointelligence software platform and innovative services.

14 Jul 2023

Deep Learning Model Accurately Predicts RNA-Targeting CRISPR Activity

According to new research published in Nature Biotechnology, artificial intelligence can predict on- and off-target behavior of CRISPR tools that target RNA rather than DNA.

5 Jul 2023

New Approach to Revolutionize Synthetic Biology

For the first time, scientists at the Lawrence Berkeley National Laboratory of the Department of Energy (Berkeley Lab) have created a genome-scale method to map the regulatory role of transcription factors, proteins that are essential for controlling gene expression, and a plant’s physiological features.

22 Jun 2023