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Combining 4d Hyperspectral Imaging With CNN For Nerve And Ligament Differentiation

Iatrogenic nerve injuries, inadvertently caused by an oper ating physician, occur at a significant annual rate.
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4D hyperspectral imaging for intraoperative tissue classification

This study examines the use of 4D hyperspectral imaging (4D HSI) for visualizing clinically relevant targets. The approach relies on...
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Spectral pixels as images: CNN-based pixel classification of 4D hyperspectral data for nerve and ligament differentiation

Hyperspectral imaging is actively gaining popularity for multiple biomedical applications due to its ability to capture rich information from the...
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Comparative Analysis of Deep Learning Methods for Classification of Ablated Regions in Hyperspectral Images of Atrial Tissue

Radiofrequency ablation (RFA) is used to treat atrial fibrillation (AF). Viability gaps between ablated regions can lead to AF recurrence;...
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Comparative Analysis Of Multi-excitation Hyperspectral Image Configurations For Ablated Atrial Tissue Classification

Multi-excitation hyperspectral imaging (ME-HSI) is a novel technique that records detailed spectral signatures for each spatial pixel under multiple excitation...
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Deep Learning Classification Of Ablated Atrial Tissue In Multi-excitation Hyperspectral Images

Multi-excitation hyperspectral imaging (ME-HSI) is an emerg ing modality that captures rich spectral information for each spatial pixel over a...
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Ultrastructural Remodeling of Cardiomyocytes in Postinfarction Myocardium of Rats in the Late Stages of the Disease

Identifying factors that contribute to the transition to the dilated phase in cardiac ischemia is a critical challenge in heart...
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Multiexcitation Hyperspectral Imaging Toward Improved Lichen Identification

Hyperspectral imaging (HSI) has significantly advanced the identification and characterization of biological specimens by utilizing high-resolution data across multiple spectral...
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Optimization of collagen sponges for skin repair and wound healing

Collagen type I, as the predominant extracellular matrix protein, serves as a crucial biomaterial in regenerative medicine, particularly for dermal...
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Ultrastructural Changes Of Cardiomyocytes In Postinfarction Ventricular Remodeling

Ischemic lesions of the heart, including myocardial infarction, are the most common pathologies of the human cardiovascular system. After the...
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Exploring Multidimensional Hyperspectral Imaging for Detection of Cardiac Radiofrequency Ablation Lesions

Hyperspectral imaging (HSI) captures a 3D hypercube (x, y, λ) containing reflectance or fluorescence spectrum for each pixel in an...
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Comparative Analysis of 4D and 3D Hyperspectral Imaging for Nerve and Ligament Differentiation

Accidental nerve damage, known also as iatrogenic nerve injury (INI), presents a major morbidity among patients undergoing especially complex surgeries....
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Toward imaging of PFA lesions: development of a custom-made pulsed field generator

The rapid advancement in surgical ablation techniques has underscored the need for precise and reliable imaging methods to assess lesion...
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Meghri (Agarak) Secondary School

On October 18, 2025, our team visited Agarak School #1 and conducted an outreach event for students in grades 9-12...
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Kapan High School

On October 17, 2025, our team visited the Kapan High School #1 and conducted an outreach event for its students...
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Brnakot Middle School

On October 26, 2024 members of our team visited Brnakot village of Armenia. Brnakot belongs to the Syunik province and...
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Sisian High School

On October 25, 2024, our team visited the Sisian High School #1 and conducted an outreach event for students in...
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Ijevan Getahovit School

On May 6, 2023, our team traveled to Tavush province to have an outreach event for students and teachers at...
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Berd High School

On May 5, 2023 our team visited Berd High School and conducted an outreach event for students in grades 9-12...
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Anania Shirakatsi Lyceum

On May 2, 2023, our team conducted an outreach event for students and teachers at Anania Shirakatsy Armenian National Lyceum.
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Decoding Hyperspectral Imaging: From Basic Principles to Medical Applications

Over the past few decades, the application of hyperspectral imaging (HSI) has significantly expanded, finding widespread use in areas such...
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Information Detection Framework for Multi-Excitation Hyperspectral Imaging

wed-o-4-b 120 Information Detection Pipeline for 4D Hyperspectral Imaging: An Autoencoder-Based Framework with Perturbation Analysis of Complex Datasets Narek Meloyan,...
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4D hyperspectral imaging for intraoperative tissue classification

This study examines the use of 4D hyperspectral imaging (4D HSI) for visualizing clinically relevant targets. The approach relies on...
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Multi-Excitation Hyperspectral Imaging Toward Improved Lichen Identification

Hyperspectral imaging (HSI) has significantly advanced the identification and characterization of biological specimens by utilizing high-resolution data across multiple spectral...
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Ultrastructural Remodeling of Cardiomyocytes in Postinfarction Myocardium

Ischemic lesions of the heart, including myocardial infarction, are the most common pathologies of the human cardiovascular system.
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Imaging arrhythmia sources across different scales and imaging modalities

The talk will highlight different imaging modalities that the speaker’s lab has used to study the origins of arrhythmias and...
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Syllabus for a new course: Biomedical Imaging and Cell Staining

Students will work in groups to learn the core principles of cell and tissue staining, as well as the application...
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Syllabus for a new course: Basics of Tissue Engineering and Cell Culturing

Students will work in groups to learn the core principles of tissue engineering. The latter will encompass practical instruction following...
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Manual: Book of Bioimaging Protocols

This manual on key biomedical imaging techniques and protocols was compiled based on a series of bioimaging courses conducted at...
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