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Unsupervised inter-domain transformation for virtually stained high-resolution mid-infrared photoacoustic microscopy using explainable deep learning.
Nat Commun
December 2024
Department of Convergence IT Engineering, Pohang University of Science and Technology (POSTECH), Pohang, Republic of Korea.
Mid-infrared photoacoustic microscopy can capture biochemical information without staining. However, the long mid-infrared optical wavelengths make the spatial resolution of photoacoustic microscopy significantly poorer than that of conventional confocal fluorescence microscopy. Here, we demonstrate an explainable deep learning-based unsupervised inter-domain transformation of low-resolution unlabeled mid-infrared photoacoustic microscopy images into confocal-like virtually fluorescence-stained high-resolution images.
View Article and Find Full Text PDFComparing Large Language Models and Human Programmers for Generating Programming Code.
Adv Sci (Weinh)
December 2024
Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, 07024, USA.
The performance of seven large language models (LLMs) in generating programming code using various prompt strategies, programming languages, and task difficulties is systematically evaluated. GPT-4 substantially outperforms other LLMs, including Gemini Ultra and Claude 2. The coding performance of GPT-4 varies considerably with different prompt strategies.
View Article and Find Full Text PDFDetection and prioritization of COVID-19 infected patients from CXR images: Analysis of AI-assisted diagnosis in clinical settings.
Comput Struct Biotechnol J
December 2024
Computer Science Dept., University of Turin, Italy.
In this paper, we present the significant results from the Covid Radiographic imaging System based on AI (Co.R.S.
View Article and Find Full Text PDFLocal Linear Wavelet Neural Network-Based Unscented Kalman Filter for Vehicle Collision Estimate Warning System and Ensuring Stable Vehicle-to-Infrastructure Communication.
Appl Bionics Biomech
December 2024
Department of ECE, Adama Science and Technology University, Adama, Ethiopia.
The accident mortality rates are rapidly increasing due to driver inattention, and traffic accidents become a significant problem on a global scale. For this reason, advanced driver assistance systems (ADASs) are essential to enhance traffic safety measures. However, adverse environmental factors, weather, and light radiation affect the sensors' accuracy.
View Article and Find Full Text PDFA sound approach for ova denudation.
F S Sci
December 2024
The Ronald O. Perelman and Claudia Cohen Center for Reproductive Medicine, Weill Cornell Medicine, New York, NY, 10021, USA. Electronic address:
Objective: To introduce an innovative non-contact method for denudation process of cumulus-oocyte complexes (COCs) for intracytoplasmic sperm injection (ICSI).
Design: We designed and fabricated novel acousto-hydrodynamic tweezers (AHT) to perform contactless denudation and tested them in mouse model. Cumulus removal efficiency, preimplantation development and live birth were assessed and compared to conventional manual pipetting denudation.
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