AIMC Topic: Humans

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Principal component conditional generative adversarial networks for imbalanced ECG classification enhancement.

PloS one
With over a century of development, electrocardiogram (ECG) diagnostics has become the preferred tool for healthcare professionals in cardiovascular disease diagnosis and monitoring. As wearable devices and mobile monitoring technologies become wides...

Unveiling the hidden burden of COVID-19 in Brazil's obstetric population with severe acute respiratory syndrome: A machine learning model.

PloS one
OBJECTIVE: To predict the actual number of COVID-19 cases in Brazilian pregnant and postpartum women diagnosed with Severe Acute Respiratory Syndrome using a predictive model created based on data from Brazilian database.

Simultaneous interpreting with auto-subtitling: Investigating viewer cognitive effort, stress, and comprehension.

PloS one
Simultaneous interpreting (SI) enables real-time cross-language communication without significant delays and is vital for fast-paced environments such as multilingual conferences. Automatic subtitles, powered by artificial intelligence (AI), is an im...

Progressive decomposition of infrared and visible image fusion network with joint transformer and Resnet.

PloS one
The objective of image fusion is to synthesize information from multiple source images into a single, high-quality composite that is information-rich, thereby enhancing both human visual interpretation and machine perception capabilities. This proces...

Deep learning model for predicting extraprostatic extension of prostate cancer based on H&E-stained biopsy digital images.

Annals of medicine
BACKGROUND: To develop and validate a deep learning pipeline using prostate biopsy H&E slides to predict extraprostatic extension (EPE) in prostate cancer (PCa) patients.

Integrative Computational Approaches for TRPV1 Ion Channel Inhibitor Discovery: An Integrated Machine Learning, Drug Repurposing and Molecular Simulation Approach.

Journal of chemical information and modeling
The transient receptor potential vanilloid 1 (TRPV1) ion channel is a key mediator of pain and inflammation, making it a crucial target for developing new analgesics. Despite progress in understanding TRPV1's role, novel modulators that effectively i...

Unsupervised Clustering of DNA Transmission Footprints Using MoS/WSe Heterojunction.

ACS applied materials & interfaces
Quantum transport-based DNA sequencing is emerging as a promising technique in genetic analysis, offering fast, precise, and scalable decoding of genetic information, holding significant potential for applications in human biology and personalized me...

Computationally Designed Nanobinders as Affinity Ligands in Diagnostic and Therapeutic Applications.

Journal of the American Chemical Society
Detecting protein biomarkers is critical in fundamental research and clinical investigations of extracellular vesicles (EVs). Despite the prevalent use of antibodies as recognition elements, their application is often limited by challenges such as cr...

FastDIP: An effective approach for accelerating unsupervised low-count PET image reconstruction.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
INTRODUCTION: Unsupervised deep learning methods can improve the image quality of positron emission tomography (PET) images without the need for large-scale datasets. However, these approaches typically require training a distinct network for each pa...

The future of robotic surgery in joint arthroplasty : Current platforms, emerging technologies and outlook for 2035.

Orthopadie (Heidelberg, Germany)
Robotic-assisted total joint arthroplasty shows clear evidence of improved component positioning across all applications with modest functional improvements at early to mid-term follow-up. The strongest economic value proposition exists for partial k...