AIMC Topic: Holography

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Quantum-inspired computational drug design for phytopharmaceuticals: a herbal holography analysis.

Journal of molecular modeling Jun 13, 2025
CONTEXT: Modern medication discovery is undergoing a paradigm change at the junction of herbal pharmacology with computational modeling informed by quantum theory. Herbal compounds, which have often been considered as complex and poorly understood en...
Humans Phytochemicals Quantum Theory Holography Algorithms Computer Simulation Drug Design
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Revealing 3D microanatomical structures of unlabeled thick cancer tissues using holotomography and virtual H&E staining.

Nature communications May 22, 2025
In histopathology, acquiring subcellular-level three-dimensional (3D) tissue structures efficiently and without damaging the tissues during serial sectioning and staining remains a formidable challenge. We address this by integrating holotomography w...
Humans Reproducibility of Results Staining and Labeling Colonic Neoplasms Holography Stomach Neoplasms Deep Learning Imaging, Three-Dimensional Eosine Yellowish-(YS) Hematoxylin
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Advanced holographic convolutional dense networks and Tangent runner optimization for enhanced polycystic ovarian disease classification.

Scientific reports May 5, 2025
Polycystic Ovarian Disease (PCOD) is among the most prevalent endocrine disorders complicating the health of innumerable women worldwide due to lack of diagnosis and appropriate management. The diagnosis of PCOD, along with proper classification with...
Holography Image Processing, Computer-Assisted Polycystic Ovary Syndrome Humans Algorithms Female Deep Learning Ultrasonography
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Intelligent Detection and Recognition of Marine Plankton by Digital Holography and Deep Learning.

Sensors (Basel, Switzerland) Apr 6, 2025
The detection, observation, recognition, and statistics of marine plankton are the basis of marine ecological research. In recent years, digital holography has been widely applied to plankton detection and recognition. However, the recording and reco...
Plankton Holography Algorithms Image Processing, Computer-Assisted Quantitative Phase Imaging Animals Aquatic Organisms Deep Learning
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Label-free rapid antimicrobial susceptibility testing with machine-learning based dynamic holographic laser speckle imaging.

Biosensors & bioelectronics Feb 25, 2025
Antimicrobial resistance (AMR) presents a significant global challenge, creating an urgent need for rapid and sensitive antimicrobial susceptibility testing (AST) methods to guide timely treatment decisions. Traditional AST techniques, such as broth ...
Gram-Positive Bacteria Anti-Bacterial Agents Holography Drug Resistance, Bacterial Lasers Microbial Sensitivity Tests Gram-Negative Bacteria Humans Biosensing Techniques Neural Networks, Computer Bacteria Machine Learning
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A novel approach in cancer diagnosis: integrating holography microscopic medical imaging and deep learning techniques-challenges and future trends.

Biomedical physics & engineering express Jan 29, 2025
Medical imaging is pivotal in early disease diagnosis, providing essential insights that enable timely and accurate detection of health anomalies. Traditional imaging techniques, such as Magnetic Resonance Imaging (MRI), Computer Tomography (CT), ult...
Humans Diagnostic Imaging Deep Learning Microscopy Imaging, Three-Dimensional Algorithms Holography Image Processing, Computer-Assisted Neoplasms
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The Depth Estimation and Visualization of Dermatological Lesions: Development and Usability Study.

JMIR dermatology Dec 18, 2024
BACKGROUND: Thus far, considerable research has been focused on classifying a lesion as benign or malignant. However, there is a requirement for quick depth estimation of a lesion for the accurate clinical staging of the lesion. The lesion could be m...
Skin Neoplasms Imaging, Three-Dimensional Skin Diseases Holography Humans Neural Networks, Computer Melanoma
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Unsupervised Learning-Assisted Acoustic-Driven Nano-Lens Holography for the Ultrasensitive and Amplification-Free Detection of Viable Bacteria.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Nov 22, 2024
Bacterial infection is a crucial factor resulting in public health issues worldwide, often triggering epidemics and even fatalities. The accurate, rapid, and convenient detection of viable bacteria is an effective method for reducing infections and i...
Acoustics Bacteria Holography Humans Unsupervised Machine Learning Salmonella Limit of Detection Biosensing Techniques
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In-vitro blood purification using tiny pinch holographic optical tweezers based on deep learning.

Biosensors & bioelectronics Sep 12, 2024
In-vitro blood purification is essential to a wide range of medical treatments, requiring fine-grained analysis and precise separation of blood components. Despite existing methods that can extract specific components from blood by size or by magneti...
Holography Blood Component Removal Optical Tweezers Equipment Design Lab-On-A-Chip Devices Humans Deep Learning Biosensing Techniques
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Screening for urothelial carcinoma cells in urine based on digital holographic flow cytometry through machine learning and deep learning methods.

Lab on a chip May 14, 2024
The incidence of urothelial carcinoma continues to rise annually, particularly among the elderly. Prompt diagnosis and treatment can significantly enhance patient survival and quality of life. Urine cytology remains a widely-used early screening meth...
Lab-On-A-Chip Devices Holography Deep Learning Humans Urinary Bladder Neoplasms Machine Learning Flow Cytometry
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