Machine learning for medical image classification by Gazi Husain, Jonathan Mayer, Molly Bekbolatova, Prince Vathappallil, Mihir Matalia, Milan Toma

“… This review article focuses on the application of machine learning (ML) algorithms in medical image classification. It highlights the intricate process involved in selecting the most suitable ML algorithm for predicting specific medical conditions, emphasizing the critical role of real-world data in testing and validation. …”
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Multiscale deformable registration of noisy medical images by Dana Paquin, Doron Levy, Lei Xing

“…Multiscale image registration techniques are presented for the reg-istration of medical images using deformable registration models. The tech-niques are particularly effective for registration problems in which one or bothof the images to be registered contains significant levels of noise. …”
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Directive Antenna for Ultrawideband Medical Imaging Systems by Amin M. Abbosh

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Backpropagation Neural Network Implementation for Medical Image Compression by Kamil Dimililer

“…Medical images require compression, before transmission or storage, due to constrained bandwidth and storage capacity. …”
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Medical imaging-based companion diagnostics for solid tumors by Rui Yin, Qingpeng Zhang, Shiyi Liao, Chang Lu, Cheng Zhang, Qingyun Cai, Guosheng Song

“…We believe that this review offers additional details and directions for promoting medical imaging-based CDx development.…”
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Training as an updating teaching in the Medical Imaging and Radiophysics Degree by Félix González Pérez, Miriam Iglesias León

“…The development achieved in the health services demands the teachers Degree in Medical Imaging and Radiophysics' professional improvement. …”
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Mapping Iterative Medical Imaging Algorithm on Cell Accelerator by Meilian Xu, Parimala Thulasiraman

“…With the advent of heterogeneous multicore architectures that exploit data parallel applications, medical imaging algorithms such as OS-SART can be studied to produce increased performance. …”
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Multiobjective Optimization for Reconfigurable Implementation of Medical Image Registration by Omkar Dandekar, William Plishker, Shuvra S. Bhattacharyya, Raj Shekhar

“…We demonstrate feasibility of this approach in the context of FPGA-based medical image registration; however, it may be adapted to a wide range of signal processing applications.…”
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Gaze Assistance for Efficient Segmentation Correction of Medical Images by Leila Khaertdinova, Tatyana Shmykova, Ilya Pershin, Andrey Laryukov, Albert Khanov, Damir Zidikhanov, Bulat Ibragimov

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Medical Images Segmentation Based on Unsupervised Algorithms: A Review by Revella E. A. Armya, Adnan Mohsin Abdulazeez

Subjects: “…Medical Images…”
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SURVEY OF MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING. ALGORITHMS AND TECHNOLOGIES by Marius Eremia Vlaicu POPA, Mihai CRUCERU, Bogdan DIACONU

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Development of the modified Safety Attitude Questionnaire for the medical imaging department by Ravi Chanthriga Eturajulu, Maw Pin Tan, Mohd Idzwan Zakaria, Karuthan Chinna, Kwan Hoong Ng

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Unveiling the Complexity of Medical Imaging through Deep Learning Approaches by Javaid Iqbal Bhat, Novsheena Rasool

“…Recent advancements in deep learning, particularly convolutional networks, have rapidly become the preferred methodology for analyzing medical images, facilitating tasks like disease segmentation, classification, and pattern quantification. …”
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On the Usage of GPUs for Efficient Motion Estimation in Medical Image Sequences by Jeyarajan Thiyagalingam, Daniel Goodman, Julia A. Schnabel, Anne Trefethen, Vicente Grau

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Texture Enhancement for Medical Images Based on Fractional Differential Masks by Hamid A. Jalab, Rabha W. Ibrahim

“…Texture enhancement for medical images is the most important technique in medical image diagnosis. …”
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Retracted: Computer Medical Image Segmentation Based on Neural Network by Xiaopeng Wang, Lei Gu, Zhongyi Wang

“…Image segmentation in medical imaging has long been a problem in radiological image processing. …”
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3D Winding Number: Theory and Application to Medical Imaging by Alessandro Becciu, Andrea Fuster, Mark Pottek, Bart van den Heuvel, Bart ter Haar Romeny, Hans van Assen

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An Intelligent Medical Imaging Approach for Various Blood Structure Classifications by Madallah Alruwaili

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A latent diffusion approach to visual attribution in medical imaging by Ammar Adeel Siddiqui, Santosh Tirunagari, Tehseen Zia, David Windridge

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Medical Image Encryption and Decryption Based on DNA: A Survey by Saja Theab Ahmed, Dalal Abdulmohsin Hammood, Raad Farhood Chisab, Nurulisma Binti Hj. Ismail

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