Machine Learning News and Research

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Combining generative AI and quantum computing to accelerate drug discovery

Insilico Medicine, a clinical stage generative artificial intelligence (AI)-driven drug discovery company, today announced that it combined two rapidly developing technologies, quantum computing and generative AI, to explore lead candidate discovery in drug development and successfully demonstrated the potential advantages of quantum generative adversarial networks in generative chemistry.

19 May 2023

Researchers discover sex-specific genes, molecular pathways that contribute to Alzheimer's disease progression

Alzheimer's Disease (AD) is a complex neurodegenerative illness with genetic and environmental origins.

19 May 2023

Researchers use machine learning to identify "synthetic extreme" DNA sequences

Artificial intelligence has exploded across our news feeds, with ChatGPT and related AI technologies becoming the focus of broad public scrutiny.

19 May 2023

NIR spectroscopy offers fast, easy, inexpensive way to detect food allergens

Food allergies pose a significant health risk, resulting in numerous hospitalizations every year, as even trace amounts of allergens can trigger severe reactions.

18 May 2023

ChatGPT raises concerns of AI-driven infodemic in public health

Researchers examine the evolution of Large Language Models (LLMs) and the profound impact of ChatGPT on the AI field. It highlights the opportunities and ethical challenges posed by LLMs, particularly in relation to public health and the spread of misinformation.

17 May 2023

Institution-specific machine learning model can predict cardiac patient's mortality risk prior to surgery

A machine learning-based model that enables medical institutions to predict the mortality risk for individual cardiac surgery patients has been developed by a Mount Sinai research team, providing a significant performance advantage over current population-derived models.

17 May 2023

Machine learning reveals sex-specific Alzheimer's risk genes

Research explores sex-specific gene associations in Alzheimer's disease using a machine-learning approach. It reveals immune response pathways in both sexes and stress-response pathways in males, highlighting potential biomarkers and therapeutic targets for personalized treatments.

16 May 2023

LabGenius Debuts T-cell Engager Optimisation Capability That Yields Molecules with >400-fold Tumour Killing Selectivity Versus Clinical Benchmark

Through a recent platform demonstration project, LabGenius’ machine learning-driven lead optimisation capability delivered dozens of novel T-cell engagers with best-in-class killing selectivity.

From LabGenius 16 May 2023

Novel tool paves the way for automated identification and localization of proteins in cells

Electron cryo-tomography (cryo-ET) is emerging as a powerful technique to provide detailed 3D images of cellular environments and enclosed biomolecules.

15 May 2023

Can machine learning improve myocardial infarction diagnosis?

Researchers discuss a novel clinical decision support system based on machine learning models to predict an individual’s probability of myocardial infarction.

15 May 2023

Creating the Lab of the Future; What does it entail?

As part of our SLAS US 2023 coverage, we speak to Luigi Da Via, Team Leader in Analytical Development at GSK, about the lab of the future, and what it may look like.

From Society for Laboratory Automation and Screening (SLAS) 15 May 2023

Using an intracellular toolkit to map organelle bio-geography in stem cells

Organelles – the bits and pieces of RNA and protein within a cell – play important roles in human health and disease, such as maintaining homeostasis, regulating growth and aging, and generating energy.

12 May 2023

How have emergency medicine physicians' social media content and language changed during COVID-19, and can they provide insight into physician well-being?

Researchers analyzed Twitter to assess changes in the language during the coronavirus disease 2019.

12 May 2023

A machine-learning approach for the early diagnosis of Parkinson's disease

Scientists discuss a machine learning-based tool that can detect Parkinson's disease years before the first onset of symptoms.

11 May 2023

AI used to build a 3D model of the Commander complex

University of Queensland researchers have used artificial intelligence to build a 3D map of key cell components to better understand dementia and infectious diseases including COVID-19.

11 May 2023

AI algorithm could soon be used to rapidly diagnose heart attacks with better accuracy

An algorithm developed using artificial intelligence could soon be used by doctors to diagnose heart attacks with better speed and accuracy than ever before, according to new research from the University of Edinburgh, funded by the British Heart Foundation and the National Institute for Health and Care Research, and published today in Nature Medicine.

11 May 2023

Adults with sleep apnea may have higher risk of developing long COVID

Among people who have had COVID-19, adults with obstructive sleep apnea were more likely to experience long-term symptoms suggestive of long COVID than those without the sleep disorder, according to a large study supported by the National Institutes of Health.

11 May 2023