Feature Extraction Processing Method of Medical Image Fusion Based on Neural Network Algorithm by Tianming Song, Xiaoyang Yu, Shuang Yu, Zhe Ren, Yawei Qu

“…Medical image technology is becoming more and more important in the medical field. …”
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MCPA: multi-scale cross perceptron attention network for 2D medical image segmentation by Liang Xu, Mingxiao Chen, Yi Cheng, Pengwu Song, Pengfei Shao, Shuwei Shen, Peng Yao, Ronald X. Xu

Subjects: “…Medical image…”
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VP-SFDA: Visual Prompt Source-Free Domain Adaptation for Cross-Modal Medical Image by Yixin Chen, Yan Wang, Zhaoheng Xie

“…Conclusions: This paper proposes VP-SFDA, a novel 2-stage framework for SFUDA in medical imaging, which achieves superior performance through input-specific visual prompts and batch normalization constraint for domain adaptation, coupled with denoising methods for enhanced results. …”
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Overuse of medical imaging and effects of payer-provider integration: quasi-experimental evidence from Finland by Konsta Lavaste

Subjects: “…Medical imaging…”
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Potential of multimodal large language models for data mining of medical images and free-text reports by Yutong Zhang, Yi Pan, Tianyang Zhong, Peixin Dong, Kangni Xie, Yuxiao Liu, Hanqi Jiang, Zihao Wu, Zhengliang Liu, Wei Zhao, Wei Zhang, Shijie Zhao, Tuo Zhang, Xi Jiang, Dinggang Shen, Tianming Liu, Xin Zhang

“…Medical images and radiology reports are essential for physicians to diagnose medical conditions. …”
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The Neural Frontier of Future Medical Imaging: A Review of Deep Learning for Brain Tumor Detection by Tarek Berghout

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Protecting Medical Images Using a Zero-Watermarking Approach Based on Fractional Racah Moments by Karim El-Khanchouli, Hanaa Mansouri, Nawal El Ghouate, Hicham Karmouni, Nour-Eddine Joudar, Mhamed Sayyouri, S. S. Askar, Mohamed Abouhawwash

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Deep learning-based encryption scheme for medical images using DCGAN and virtual planet domain by Manish Kumar, Aneesh Sreevallabh Chivukula, Gunjan Barua

“…Abstract The motivation for this article stems from the fact that medical image security is crucial for maintaining patient confidentiality and protecting against unauthorized access or manipulation. …”
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Application of Multiprotocol Medical Imaging Communications and an Extended DICOM WADO Service in a Teleradiology Architecture by George V. Koutelakis, George K. Anastassopoulos, Dimitrios K. Lymberopoulos

“…Multiprotocol medical imaging communication through the Internet is more flexible than the tight DICOM transfers. …”
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Nursing Analysis Based on Medical Imaging Technology before and after Coronary Angiography in Cardiovascular Medicine by Qin Li, Yangyang Yuan, Guangyu Song, Yonghua Liu

“…With the advancement of technology, medical imaging technology has been greatly improved. …”
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Blockchain-Driven Optimized Chaotic Encryption Scheme for Medical Image Transmission in IoT-Edge Environment by Goli Archana, Rajeev Goyal, K. M. V. Madan Kumar

“…This research study presents the block chain driven medical image encryption technique using modified honey badger optimization with the ensemble chaotic systems. …”
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PolyRes-Net: A Polyhierarchical Residual Network for Decoding Anatomical Complexity in Medical Image Segmentation by Amr Magdy, Khalid N. Ismail, Marghny H. Mohamed, Mahmoud Hassaballah, Haitham Mahmoud, Mohammed M. Abdelsamea

Subjects: “…Medical image segmentation…”
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The role of memory in affirming-the-consequent fallacy by Yoko Higuchi, Ethan Oblak, Hiroko Nakamura, Makiko Yamada, Kazuhisa Shibata

Subjects: “…Medical imaging…”
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CT and MRI image fusion based on variance and pixel significance by Boubakeur Latreche

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LUneXt: Simple and Efficient U-shaped Network Design for Medical Image Segmentation with Nonlinear Activation by Guanghong Deng, Bing Yu, Wenlong Jing, Yong Li, Xiaodan Zhao

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The Effects of Single and Bimetallic Silicon Composite Shields in Medical Imaging Methods: A Monte Carlo Study by Abbas Ali Nazeri, Reza Malekzadeh, Parinaz Mehnati, Soheila Refahi

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WGAN-GP for Synthetic Retinal Image Generation: Enhancing Sensor-Based Medical Imaging for Classification Models by Héctor Anaya-Sánchez, Leopoldo Altamirano-Robles, Raquel Díaz-Hernández, Saúl Zapotecas-Martínez

“…Accurate synthetic image generation is crucial for addressing data scarcity challenges in medical image classification tasks, particularly in sensor-derived medical imaging. …”
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Hybrid Simulated Annealing-Evaporation Rate-Based Water Cycle Algorithm Application for Medical Image Enhancement by Eyob Mersha Woldamanuel

“…Visualizing medical images is difficult due to artifacts, poor local contrast, low soft tissue contrast, excessive noise levels, and a wide dynamic range. …”
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Assessing the documentation of publicly available medical image and signal datasets and their impact on bias using the BEAMRAD tool by Maria Galanty, Dieuwertje Luitse, Sijm H. Noteboom, Philip Croon, Alexander P. Vlaar, Thomas Poell, Clara I. Sanchez, Tobias Blanke, Ivana Išgum

“…Second, we examine the current state of documentation for public medical images and signal data. Our research reveals that there is substantial variance in the documentation of image and signal datasets, even though guidelines have been developed in medical imaging. …”
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Evaluating pre-processing and deep learning methods in medical imaging: Combined effectiveness across multiple modalities by Thien B. Nguyen-Tat, Tran Quang Hung, Pham Tien Nam, Vuong M. Ngo

Subjects: “…Medical image preprocessing…”
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