Machine Learning News and Research

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New computational tool accurately assesses health through gut microbiome analysis

A team of Mayo Clinic researchers has developed an innovative computational tool that analyzes the gut microbiome, a complex ecosystem of trillions of bacteria, fungi, viruses and other microorganisms within the digestive system, to provide insights into overall well-being.

3 Sep 2024

NIH funds study on complex evolutionary adaptation in human DNA

Natural selection is an important evolutionary force that enables humans to adapt to new environments and fight disease-causing pathogens.

3 Sep 2024

New learning technique enhances detection and prediction of adolescent mental health disorders

The majority of mental health disorders manifest during adolescence and relate to a multiplex interplay of neurobiological and environmental factors.

3 Sep 2024

AI tool RENAISSANCE transforms creation of kinetic models in cellular metabolism

Understanding how cells process nutrients and produce energy - collectively known as metabolism - is essential in biology. However, analyzing the vast amounts of data on cellular processes to determine metabolic states is a complex task.

30 Aug 2024

Study finds diabetes linked to accelerated brain aging, but healthy habits can help

The study links diabetes to accelerated brain aging, highlighting lifestyle factors that could mitigate risks, especially for males with cardiometabolic issues.

29 Aug 2024

Electrophysiological analysis of brain network for augmented recognition of driving distractions

A research paper by scientists at Beijing Jiaotong University proposed an electrophysiological analysis-based brain network method for the augmented recognition of diﬀerent types of distractions during driving.

29 Aug 2024

NSF funds UCSB-led Biofoundry to revolutionize biotechnology with unexplored microbes

This week, the National Science Foundation announced the award of a six-year, $22M grant to UC Santa Barbara under its biofoundries program for the establishment of the BioFoundry for Extreme and Exceptional Fungi, Archaea and Bacteria (ExFAB), a collaboration led by UC Santa Barbara (UCSB), together with UC Riverside (UCR), and Cal Poly Pomona (CPP). ExFAB establishes the nation's first biofoundry that focuses on largely untapped and unexplored extreme microbes. UCSB's award is one of only five grants made under NSF's BioFoundry program during this funding cycle, which awarded a total of $75M to the five selected universities.

29 Aug 2024

New system can spot genetic markers of autism in brain images with high accuracy

A multi-university research team co-led by University of Virginia engineering professor Gustavo K. Rohde has developed a system that can spot genetic markers of autism in brain images with 89 to 95% accuracy.

28 Aug 2024

Researchers identify key cellular interactions driving Alzheimer's and aging

An analysis of more than 1.6 million brain cells from older adults has captured the cellular changes that occur in the early stages of Alzheimer's disease, potentially revealing new routes for preventing the most common cause of dementia in older individuals.

28 Aug 2024

Study confirms the link between blood glucose levels and voice pitch in people with Type 2 diabetes

As part of its ongoing exploration of vocal biomarkers and the role they can play in enhancing health outcomes, Klick Labs published a new study in Scientific Reports today – confirming the link between blood glucose levels and voice pitch and opening the door to future advancements in non-invasive glucose monitoring for people living with Type 2 diabetes.

28 Aug 2024

Type 2 diabetes and prediabetes linked to accelerated brain aging

Type 2 diabetes and prediabetes are associated with accelerated brain aging, according to a new study from Karolinska Institutet in Sweden published in the journal Diabetes Care.

28 Aug 2024

Portable tool rapidly detects microplastics in everyday items

Micro- and nanoplastics are in our food, water and the air we breathe. They are showing up in our bodies, from testicles to brain matter.

28 Aug 2024

New study develops enhanced mortality prediction model for COPD patients

Innovative probabilistic graph models identify unique factors linked to COPD mortality, paving the way for targeted interventions and improved patient outcomes.

28 Aug 2024

ChatGPT delivers the most accurate vasectomy information, outperforming Copilot and Gemini

Research shows ChatGPT outperforms Google Bard and Bing Chat in accurately answering vasectomy-related questions, highlighting its potential in healthcare education.

27 Aug 2024

NIDDK Catalyst Award funds research on mammary gland's role in metabolic diseases

The National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) Catalyst Award program has awarded a $4 million, five-year grant to Prashant Rajbhandari, PhD, Assistant Professor of Medicine (Endocrinology, Diabetes and Bone Disease) at the Mount Sinai Diabetes, Obesity, and Metabolism Institute, to investigate a new frontier in understanding metabolic diseases like obesity and type 2 diabetes.

27 Aug 2024

Innovative AI tool targets missing data to enhance sepsis risk predictions

A proposed artificial intelligence tool to support clinician decision-making about hospital patients at risk for sepsis has an unusual feature: accounting for its lack of certainty and suggesting what demographic data, vital signs and lab test results it needs to improve its predictive performance.

27 Aug 2024

FDA-approved Alzheimer's drug induces torpor-like state in tadpoles

27 Aug 2024

Almost half of FDA-approved medical AI devices lack clinical validation data

Artificial intelligence (AI) has practically limitless applications in healthcare, ranging from auto-drafting patient messages in MyChart to optimizing organ transplantation and improving tumor removal accuracy.

26 Aug 2024

Human gut microbiome: A source of new antibiotic peptides

Researchers identified 323 peptide-based antimicrobials from the human microbiome, with 71% showing significant antibacterial activity, and the lead peptide, prevotellin-2, matching the efficacy of polymyxin B in both in vitro and in vivo models.

25 Aug 2024

FDA-approved drug could revolutionize organ transplantation

Researchers at the Wyss Institute for Biologically Inspired Engineering at Harvard University report that they were able to successfully put tadpoles of Xenopus laevis frogs into a hibernation-like torpor state using donepezil (DNP), a drug approved by the FDA to treat Alzheimer's. The team had previously used another drug, SNC80, to achieve similar results in tadpoles and enhance the survival of whole mammalian hearts for transplants, but SNC80 is not approved for clinical use in humans because it can cause seizures. By contrast, DNP is already being used in the clinic, meaning it potentially could be rapidly repurposed for use in emergency situations to prevent irreversible organ injury while a person is being transported to a hospital.

23 Aug 2024

Machine Learning News and Research

New computational tool accurately assesses health through gut microbiome analysis

NIH funds study on complex evolutionary adaptation in human DNA

New learning technique enhances detection and prediction of adolescent mental health disorders

AI tool RENAISSANCE transforms creation of kinetic models in cellular metabolism

Study finds diabetes linked to accelerated brain aging, but healthy habits can help

Electrophysiological analysis of brain network for augmented recognition of driving distractions

NSF funds UCSB-led Biofoundry to revolutionize biotechnology with unexplored microbes

New system can spot genetic markers of autism in brain images with high accuracy

Researchers identify key cellular interactions driving Alzheimer's and aging

Study confirms the link between blood glucose levels and voice pitch in people with Type 2 diabetes

Type 2 diabetes and prediabetes linked to accelerated brain aging

Portable tool rapidly detects microplastics in everyday items

New study develops enhanced mortality prediction model for COPD patients

ChatGPT delivers the most accurate vasectomy information, outperforming Copilot and Gemini

NIDDK Catalyst Award funds research on mammary gland's role in metabolic diseases

Innovative AI tool targets missing data to enhance sepsis risk predictions

FDA-approved Alzheimer's drug induces torpor-like state in tadpoles

Almost half of FDA-approved medical AI devices lack clinical validation data

Human gut microbiome: A source of new antibiotic peptides

FDA-approved drug could revolutionize organ transplantation

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