Closing the gap in the clinical adoption of computational pathology: a standardized, open-source framework to integrate deep-learning models into the laboratory information system by Miriam Angeloni, Davide Rizzi, Simon Schoen, Alessandro Caputo, Francesco Merolla, Arndt Hartmann, Fulvia Ferrazzi, Filippo Fraggetta

“…Open-source toolboxes for DL model deployment were used to run DL model inference, and QuPath was used to provide an intuitive visualization of model predictions as colored heatmaps. …”
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Translating high-precision mixed reality navigation from lab to operating room: design and clinical evaluation by Zhongjie Shi, Yilong Peng, Xin Gao, Sifang Chen, Gang Chen, Gaojian Pan, Zhirong Liang, Zhanxiang Wang

“…Abstract Objective To develop and evaluate a Mixed Reality Navigation (MRN) system for neurosurgical navigation, ensuring its feasibility for preoperative planning and real-time intraoperative guidance. Methods The MRN system integrates a head-mounted display (HMD) with active infrared tracking and a stabilization approach. …”
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New Mixed Reality Headset: First Exploratory Use in Intraocular Surgery and Telementoring by Rodolfo Mastropasqua, Maria Ludovica Ruggeri, Alberto Quarta, Ruggero Tartaro, Luca Vecchiarino, Luca Virgilio Corboli, Lorenza Brescia, Matteo Orione, Andrea Russo, Teresio Avitabile, Leonardo Mastropasqua

“…Abstract Introduction In this work, we aimed to explore the applicability of a mixed reality headset (MRH) in intraocular surgery and its potential benefits as an innovative telementoring model of surgical teaching. Methods A total of nine surgeries were performed. …”
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Enhanced HoVerNet Optimization for Precise Nuclei Segmentation in Diffuse Large B-Cell Lymphoma by Gei Ki Tang, Chee Chin Lim, Faezahtul Arbaeyah Hussain, Qi Wei Oung, Aidy Irman Yajid, Sumayyah Mohammad Azmi, Yen Fook Chong

“…The developed GUI enabled real-time visualization and diagnostic support, enhancing the efficiency and usability of DLBCL histopathological analysis. …”
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Virtual reality and preclinical medical education: a systematic review of its application and effectiveness by Serine Torosian, Vanad Mousakhani, Samantha Wehsener, Vineeta Ramnauth, Gabrielle Walcott-Bedeau

“…VR aligns with dual-code theory, enhancing learning through visual and kinesthetic engagement. This review investigates the application and effectiveness of VR in preclinical medical education, particularly its role in supporting LCME mandates on self-directed learning and competency-based education. …”
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Design and development of an efficient RLNet prediction model for deepfake video detection by Varad Bhandarkawthekar, T. M. Navamani, Rishabh Sharma, K. Shyamala

“…While existing methods often focus on spatial features, they may overlook crucial temporal information distinguishing real from fake content and need to investigate several other Convolutional Neural Network architectures on video-based deep fake datasets.MethodsThis study introduces an RLNet deep learning framework that utilizes ResNet and Long Short Term Memory (LSTM) networks for high-precision deepfake video detection. …”
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Contrast-Invariant Edge Detection: A Methodological Advance in Medical Image Analysis by Dang Li, Patrick Cheong-Iao Pang, Chi-Kin Lam

“…To optimize the visualization and enhance the robustness of contrast changes, we propose the Contrast Invariant Edge Detection (CIED) method. …”
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An Analytical System Design for Forensic Fingerprint Examination by Bilgehan Arslan, Seref Sagiroglu

“…Considering the complex structure of fingerprint development methods and the tedious process steps performed in these methods, new approaches to acquire, store, transfer, and analyze latent fingerprints practically without requiring any deep knowledge and expertise are needed. …”
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Multi-Level Feature Fusion Attention Generative Adversarial Network for Retinal Optical Coherence Tomography Image Denoising by Yiming Qian, Yichao Meng

“…<b>Background:</b> Optical coherence tomography (OCT) is limited by inherent speckle noise, degrading retinal microarchitecture visualization and pathological analysis. Existing denoising methods inadequately balance noise suppression and structural preservation, necessitating advanced solutions for clinical OCT reconstruction. …”
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Assessing the impact of introductory programming workshops on the computational reproducibility of biomedical workflows. by Ariel Deardorff

“…<h4>Methods</h4>This mixed methods study consisted of in-depth interviews with 14 biomedical researchers before and after participation in an introductory programming workshop. …”
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RETROGRADE RECANALISATION OF CORONARY CHRONIC TOTAL OCCLUSIONS by A. A. Larionov, D. P. Gaponov, M. G. Gorbunov, D. A. Korzh, T. N. Kudba, S. A. Kuznetsov

“…Thus, retrograde recanalization of chronic total coronary occlusions is an efficient way of treatment in case of careful patients’ selection and it should be added to frequently used antegrade recanalization method. The key factors for development and widespread implementation of this method are integration of x-ray surgical methods of diagnostics and treatment together with visualization methods and fluoroscopy with IVUS.…”
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Creating Acoustic Maps Employing Supercomputing Cluster by Andrzej CZYŻEWSKI, Józef KOTUS, Maciej SZCZODRAK

“…The main focus is put on assessing the efficiency of the acoustic maps created with the discussed system, in comparison to results obtained with traditional methods.…”
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ANALYSIS OF THE DEMOGRAPHIC SITUATION AND DEMOGRAPHIC SAFETY OF THE RURAL POPULATION: A CASE STUDY OF UKRAINE by Oksana GRYTSYNA, Volodymyr SARIOGLO, Tetiana KOTENKO, Oksana DYAKONENKO, Olha SHOLUDKO, Lyubov SYNYAVSKA, Oksana RUBAI

“…In the process of preparing the article, we used abstract-logical, mathematical-statistical, visualization and econometric methods of scientific research. …”
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Zero-shot classification with multi-model information interaction and its application in Mars exploration scenarios by TAN Xiaomeng, XI Bobo, XUE Changbin, LI Yunsong

“…To verify the effectiveness of the algorithm, a large number of comparative experiments and visualization analysis are carried out, and the results prove the feasibility and effectiveness of the proposed algorithm.…”
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Modeling the Effects of Directed Contact Diathermy on Biological Tissue by H. Y. Navitskaya, P. V. Kamlach, D. V. Likhacheuski, V. M. Bandaryk, M. V. Davydov

“…Directional contact diathermy is one of the most promising methods of physiotherapy. To study it, biophysical modeling of the effect of capacitive-resistive energy transfer (TEKAR therapy, or TR therapy) on biological tissue was carried out in the COMSOL Multiphysics environment using the finite difference method. …”
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Modeling flood zones on the basis of time series forecasting and GIS-technologies by the example of the Republic of Bashkortostan by E.V. Palchevsky, V.V. Antonov, L.E. Rodionova, L.A. Kromina, A.R. Fakhrullina

“…At the same time, the possibility of early modeling and visualization of river floods is realized only on the basis of the obtained predictive values of the water level. …”
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Проблема инфицирования эндодонта: современный взгляд на микробную биопленку (обзор литературы)

“…This review describes the process of biofilm formation, highlights the importance of bacterial associations with surfaces in clinical settings and describes various methods for biofilm visualization and control. Presented here are the current problems related to bacterium biofilms; current concepts of biofilm formation, persistence, and interactions with the host immune system; and emerging technologies for controlling medical biofilms.…”
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Successful endotracheal intubation guided by tracheal ultrasonography in a critical patient with a difficult airway by Behnan Gulunay

“…Endotracheal intubation, although common, poses challenges in patients with difficult airways. Traditional methods for confirming tube placement, particularly during CPR, can be unreliable. …”
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Efficiency of tourist and recreational complex as a factor of territorial development (in case of Russian Azov sea coast) by Ksenia Vladimirovna Kushnir, Olga Vasilyevna Ivliyeva

“…In paper also used GIS-technologies for visualization of modern results. In conclusion were offered types of tourism which are expedient for developing on each group.…”
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Advancing Bladder Cancer Biomarker Discovery: Integrating Mass Spectrometry and Molecular Imaging by Vadanasundari Vedarethinam

“…Molecular imaging further enhances staging accuracy and treatment monitoring by visualizing metabolic activity and receptor expression. …”
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