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A novel deep learning architecture for multi-source data fusion

A team of researchers proposes a deep learning architecture called CCDNN to learn correlated representations for multi-source data fusion. The method demonstrates promising performance, surpassing existing methods in reconstruction tasks and achieving better results in industrial fault diagnosis and remaining useful life cases.

SourceIEEE Chinese Association of Automation·JournalIEEE/CAA Journal of Automatica Sinica·TypeComputational simulation/modeling·DateMay 15, 2026

Building density, not trees, was strongest predictor of home loss in los angeles firestorms, finds new Cal Poly study

A new study by Cal Poly faculty found that building density, not urban trees, was the strongest predictor of home loss in Los Angeles firestorms. The study examined 15,082 structures and 52,893 tree canopies within the Eaton and Palisades fire scars.

SourceCalifornia Polytechnic State University·JournalUrban Forestry & Urban Greening·TypeData/statistical analysis·DateMay 14, 2026

Smarter sensors save time and energy

Researchers at Texas A&M University developed electrochromic hyperspectral embedding (ECHSE) to integrate intelligence into optical sensors. This technology enables faster data analysis and reduces energy consumption for applications such as surgical robots and space exploration.

SourceTexas A&M University·JournalNature·DateMay 12, 2026

Birth after uterus transplant

A single-center study demonstrates uterus transplant feasibility in multidisciplinary centers, supporting its use for women with absolute uterine factor infertility. Ongoing reporting and data sharing will refine risk estimates and optimize patient counseling.

SourceJAMA Network·JournalJAMA·DateMay 1, 2026

Young-onset colorectal cancer mortality by education

A nationwide study reveals that individuals with lower educational attainment are more likely to die from colorectal cancer at a younger age. The disparity in young-onset CRC mortality nearly doubled over the past three decades among those with 12 years or less education compared to those with 16 or more years of education.

SourceJAMA Network·JournalJAMA Oncology·DateApr 16, 2026

Heat from traffic is contributing to rise in city temperatures, new study finds

A new study by the University of Manchester has developed a way to measure the impact of urban traffic on city temperatures, revealing that everyday vehicle use can raise temperatures in cities. The researchers found that traffic heat increases simulated air temperatures by around 0.16°C during summer and 0.35°C in winter.

SourceUniversity of Manchester·JournalJournal of Advances in Modeling Earth Systems·TypeComputational simulation/modeling·DateApr 8, 2026

Study in Chinese Medical Journal shows modified phoenix sepsis score improves mortality prediction in children

Researchers evaluated the performance of the Phoenix Sepsis Score for predicting in-hospital mortality among pediatric ICU patients in China. They found that a modified version, PSS+, showed substantially improved discrimination without sacrificing clinical usability.

SourceChinese Medical Journals Publishing House Co., Ltd.·JournalChinese Medical Journal·TypeObservational study·DateMar 31, 2026

Lead-attributable cardiovascular disease burden

A longitudinal analysis of 42,000 participants found higher bone lead levels associated with significantly increased cardiovascular disease mortality risk. The study highlights the urgent need for strengthened surveillance, regulation, and remediation to reduce the lead-attributable burden worldwide.

SourceJAMA Network·JournalJAMA·DateMar 30, 2026

Jeonbuk National University researchers develop DDINet for accurate and scalable drug-drug interaction prediction

Jeonbuk National University researchers have developed DDINet, a lightweight and scalable model that can accurately predict drug-drug interactions for new, unseen drugs. This approach avoids overfitting to training data and is designed to handle binary and multi-classification tasks.

SourceJeonbuk National University, Sustainable Strategy team, Planning and Coordination Division·JournalKnowledge-Based Systems·TypeComputational simulation/modeling·DateMar 11, 2026

Maternal acetaminophen use and child neurodevelopment

A study in Taiwan found a positive association between maternal prenatal acetaminophen use and increased risk of attention-deficit/hyperactivity disorder (ADHD) and autism spectrum disorders (ASDs) in offspring. However, associations were not observed in sibling-matched analyses, suggesting unaddressed sources of bias.

SourceJAMA Network·JournalJAMA Pediatrics·DateMar 9, 2026

University of Ottawa Heart Institute, the University of Ottawa and McGill University launch ARCHIMEDES to advance health research in Canada

The University of Ottawa Heart Institute, McGill University, and the University of Ottawa have launched ARCHIMEDES, a national health data platform providing Canadian researchers with secure access to diverse health data. The platform enables collaboration, supports advanced analyses, including AI algorithms, and prioritizes public trust.

SourceUniversity of Ottawa·TypeData/statistical analysis·DateMar 5, 2026

Unpredictable play helps pick a winner in football

A new study found that teams that move the ball unpredictably across the full field tend to succeed more than those that confine their play to a few hotspots. The researchers used an information-theoretic metric called Spatial Event Distribution Randomness (EDRan) to analyze event data from top-tier football competitions.

SourceFlinders University·JournalPLOS One·TypeComputational simulation/modeling·DateFeb 27, 2026

Big data and human height: ISTA scientists develop algorithm to boost biobank data retrieval & analysis

Researchers from ISTA developed an algorithm that can extract and analyze information from the world’s most extensive biobank with unprecedented accuracy and speed. The method, dubbed gVAMP, enhances the framework's ability to extract complex information from the dataset at hand, providing a detailed overview of the effects on a trait ...

SourceInstitute of Science and Technology Austria·JournalCell Genomics·TypeComputational simulation/modeling·DateFeb 18, 2026

High-deductible health plans and mortality among cancer survivors

A cross-sectional analysis of nationwide population data reveals that high-deductible health plans are associated with worse overall and cancer-specific survival among cancer survivors. The study suggests that financial disincentives for medical care may lead to delayed or foregone necessary care, ultimately worsening cancer outcomes.

SourceJAMA Network·JournalJAMA Network Open·DateJan 29, 2026

WhatsApp data show: We often deceive ourselves

A study by Bielefeld University used anonymized WhatsApp metadata to show that personalized feedback can help people understand their communication habits. Many participants adjusted their views on response speed and chat participation after seeing data-based visualizations.

SourceBielefeld University·JournalComputers in Human Behavior·TypeMeta-analysis·DateJan 13, 2026

Alcohol-related hospitalizations from 2016 to 2022

The study found a significant increase in alcohol-related hospitalizations between 2016 and 2022, with rising mortality rates and extended lengths of stay. Preventive efforts are needed to reduce population-level alcohol consumption and improve treatment outcomes for individuals with alcohol use disorder.

SourceJAMA Network·JournalJAMA Network Open·DateDec 23, 2025

Marshall University and University of Missouri researchers co-develop new deep learning platform to advance precision medicine

Researchers developed G2PDeep, a web-based platform integrating six molecular data types to predict complex health outcomes. The platform enables better identification of omics-based molecular markers and improves personalized treatment strategies.

SourceMarshall University Joan C. Edwards School of Medicine·JournalBiomolecules·TypeData/statistical analysis·DateDec 17, 2025