Fast zero-shot deep learning-based denoising method for low-field MR images.

Συγγραφείς: Ayde R; Center for Adaptable MRI Technology, School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK. reina.ayde@gmail.com.; Department of Radiology, University of Michigan, Ann Arbor, USA. reina.ayde@gmail.com., Zihlmann G; Center for Adaptable MRI Technology, School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK., Salameh N; Center for Adaptable MRI Technology, School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK., Sarracanie M; Center for Adaptable MRI Technology, School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK.

Πηγή: Magma (New York, N.Y.) [MAGMA] 2026 Aug; Vol. 39 (4), pp. 531-544. Date of Electronic Publication: 2025 Dec 22.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Springer Country of Publication: Germany NLM ID: 9310752 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1352-8661 (Electronic) Linking ISSN: 09685243 NLM ISO Abbreviation: MAGMA Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Magnetic Resonance Imaging*/methods , Image Processing, Computer-Assisted*/methods , Deep Learning*, Brain/diagnostic imaging ; Image Enhancement/methods ; Image Interpretation, Computer-Assisted/methods ; Humans ; Signal-To-Noise Ratio ; Algorithms

Mosquito Species and Gender Identification System Based on Artificial Intelligence and Image Processing Methods.

Συγγραφείς: Wu FH; Department of Computer Science and Information Engineering, National Taichung University of Science and Technology, Taichung, Taiwan.; Bachelor Degree Program of Artificial Intelligence, National Taichung University of Science and Technology, Taichung, Taiwan., Lin CH; Department of Computer Science and Information Engineering, National Taichung University of Science and Technology, Taichung, Taiwan., Zhang XY; Department of Management Information Systems, National Chung Hsing University, Taichung, Taiwan., Peng CT; Department of Digital Content Design, Ling Tung University, Taichung, Taiwan., Tseng KC; Yao-Chi Pest Control Operation Limited Company, Taichung, Taiwan., Liu CK; Department of Artificial Intelligence and Computer Engineering, National Chin-Yi University of Technology, Taichung, Taiwan., Chu SW; Department of Artificial Intelligence and Computer Engineering, National Chin-Yi University of Technology, Taichung, Taiwan., Chen YY; Department of Management Information Systems, National Chung Hsing University, Taichung, Taiwan., Tu WC; Department of Entomology, National Chung Hsing University, Taichung, Taiwan., Chan YK; Department of Management Information Systems, National Chung Hsing University, Taichung, Taiwan.

Πηγή: Journal of computational biology : a journal of computational molecular cell biology [J Comput Biol] 2026 Sep; Vol. 33 (9), pp. 888-912. Date of Electronic Publication: 2026 Jul 06.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Mary Ann Liebert, Inc Country of Publication: United States NLM ID: 9433358 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1557-8666 (Electronic) Linking ISSN: 10665277 NLM ISO Abbreviation: J Comput Biol Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Culicidae*/classification , Image Processing, Computer-Assisted*/methods , Mosquito Vectors*/classification , Artificial Intelligence*, Animals ; Female ; Male ; Algorithms

A Systematic Review: The Application of Attention Mechanisms in Medical Ultrasound Image Processing.

Συγγραφείς: Feng W; The College of Artificial Intelligence, Nankai University, Tianjin, China., Sun S; The School of Biomedical Engineering and Technology, Tianjin Medical University, Tianjin, China., Xue Z; The School of Biomedical Engineering and Technology, Tianjin Medical University, Tianjin, China., Shi Y; Henan Provincial People's Hospital, Yudong Branch, Minquan People's Hospital, Shangqiu, China., Chen G; The School of Biomedical Engineering and Technology, Tianjin Medical University, Tianjin, China. Electronic address: cgp@mail.nankia.edu.cn.

Πηγή: Ultrasound in medicine & biology [Ultrasound Med Biol] 2026 Aug; Vol. 52 (8), pp. 1415-1428. Date of Electronic Publication: 2026 May 08.

Τύπος έκδοσης: Journal Article; Systematic Review; Review

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: England NLM ID: 0410553 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-291X (Electronic) Linking ISSN: 03015629 NLM ISO Abbreviation: Ultrasound Med Biol Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Image Processing, Computer-Assisted*/methods , Image Interpretation, Computer-Assisted*/methods , Deep Learning*, Ultrasonography/methods ; Humans

MGA-UNet: A Frequency-Aware Multi-Scale Mamba U-Net for Medical Image Segmentation.

Συγγραφείς: Qiu S; School of Computer and Control Engineering, Yantai University, Yantai 264005, China., Wang X; School of Computer and Control Engineering, Yantai University, Yantai 264005, China., Su K; School of Computer and Control Engineering, Yantai University, Yantai 264005, China., Song Y; School of Computer and Control Engineering, Yantai University, Yantai 264005, China., Zheng Q; School of Computer and Control Engineering, Yantai University, Yantai 264005, China., Cao Z; School of Computer and Control Engineering, Yantai University, Yantai 264005, China.

Πηγή: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Aug 27; Vol. 26 (17). Date of Electronic Publication: 2026 Aug 27.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Image Processing, Computer-Assisted*/methods, Image Interpretation, Computer-Assisted/methods ; Algorithms ; Humans ; Convolutional Neural Networks ; Wavelet Analysis

CellVision: A deep learning based image analysis platform to accelerate immuno-plaque assay data processing for dengue vaccine development.

Συγγραφείς: Wang Y; Analytical Research & Development, MRL, Merck & Co., Inc., Rahway, NJ, USA., Ngo MN; Biostatistics and Research Decision Sciences, MRL, Merck & Co., Inc., Rahway, NJ, USA., Wang S; Biostatistics and Research Decision Sciences, MRL, Merck & Co., Inc., Rahway, NJ, USA., Jarrah J; Analytical Research & Development, MRL, Merck & Co., Inc., Rahway, NJ, USA., Salami H; Digital Services, MMD, Merck & Co., Inc., Rahway, NJ, USA., Hofmann C; Analytical Research & Development, MRL, Merck & Co., Inc., Rahway, NJ, USA., Joshi A; Analytical Research & Development, MRL, Merck & Co., Inc., Rahway, NJ, USA., Skomski D; Analytical Research & Development, MRL, Merck & Co., Inc., Rahway, NJ, USA. Electronic address: daniel.skomski@merck.com., Loughney JW; Analytical Research & Development, MRL, Merck & Co., Inc., Rahway, NJ, USA.

Πηγή: SLAS discovery : advancing life sciences R & D [SLAS Discov] 2026 Sep; Vol. 42, pp. 100321. Date of Electronic Publication: 2026 Jun 17.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: SAGE Publications Country of Publication: United States NLM ID: 101697563 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2472-5560 (Electronic) Linking ISSN: 24725552 NLM ISO Abbreviation: SLAS Discov Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Image Processing, Computer-Assisted*/methods , Dengue Virus*/immunology , Dengue Vaccines*/immunology , Vaccine Development*/methods , Viral Plaque Assay*/methods , Dengue*/prevention & control , Dengue*/immunology , Dengue*/virology , Deep Learning*, High-Throughput Screening Assays/methods ; Humans ; Data Analytics ; Convolutional Neural Networks ; Workflow

A Deep Learning Framework Based on Denoising and 2D Image Encoding for Arrhythmia Classification.

Συγγραφείς: Seo JY; AI Education Center, Soonchunhyang University, Asan 31518, Republic of Korea., Park BH; AI Education Center, Soonchunhyang University, Asan 31518, Republic of Korea., Kim CM; AI Education Center, Soonchunhyang University, Asan 31518, Republic of Korea.

Πηγή: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Aug 16; Vol. 26 (16). Date of Electronic Publication: 2026 Aug 16.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Arrhythmias, Cardiac*/diagnosis , Arrhythmias, Cardiac*/diagnostic imaging , Arrhythmias, Cardiac*/classification , Image Processing, Computer-Assisted*/methods , Deep Learning*, Electrocardiography/methods ; Humans ; Autoencoder ; Algorithms ; Signal Processing, Computer-Assisted ; Signal-To-Noise Ratio ; Convolutional Neural Networks

Evaluation of Stromal Riboflavin Penetration Using Slit-Lamp-Based Digital Image Processing in an Ex Vivo Iontophoresis Model.

Συγγραφείς: Coskun A; Faculty of Medicine, Department of Biophysics, Kırıkkale University, Kırıkkale, Turkey., Senturk F; Faculty of Medicine, Department of Biophysics, Duzce University, Duzce, Turkey., Aygün B; Faculty of Medicine, Kırıkkale University, Kırıkkale, Turkey., Alıcı C; Faculty of Medicine, Kırıkkale University, Kırıkkale, Turkey., Kaba D; Faculty of Medicine, Kırıkkale University, Kırıkkale, Turkey., Eski İS; Faculty of Medicine, Kırıkkale University, Kırıkkale, Turkey.

Πηγή: Journal of ocular pharmacology and therapeutics : the official journal of the Association for Ocular Pharmacology and Therapeutics [J Ocul Pharmacol Ther] 2026 Oct; Vol. 42 (8), pp. 498-506. Date of Electronic Publication: 2026 Apr 14.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Association For Ocular Pharmacology And Therapeutics Country of Publication: United States NLM ID: 9511091 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1557-7732 (Electronic) Linking ISSN: 10807683 NLM ISO Abbreviation: J Ocul Pharmacol Ther Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Riboflavin*/administration & dosage , Riboflavin*/pharmacokinetics , Riboflavin*/metabolism , Iontophoresis*/methods , Corneal Stroma*/metabolism , Image Processing, Computer-Assisted*/methods , Photosensitizing Agents*/administration & dosage, Corneal Cross-Linking/methods ; Animals ; Cattle ; Slit Lamp

TEAMSTER: End-to-end pipeline for generation, processing, and automated quantitative image analysis of 3D tumour spheroids for nanobiology.

Συγγραφείς: Barbieri L; Department of Biotechnology and Bioscience, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milano, Italy; Nanomedicine Center NANOMIB, University of Milan-Bicocca, Milan, Italy., Banfi A; Department of Biotechnology and Bioscience, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milano, Italy., Garbujo S; Department of Biotechnology and Bioscience, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milano, Italy; Nanomedicine Center NANOMIB, University of Milan-Bicocca, Milan, Italy., Salvioni L; Department of Biotechnology and Bioscience, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milano, Italy; Nanomedicine Center NANOMIB, University of Milan-Bicocca, Milan, Italy., Baioni C; Department of Biotechnology and Bioscience, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milano, Italy., Tomaino G; Department of Biotechnology and Bioscience, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milano, Italy., Chelazzi MR; Department of Biotechnology and Bioscience, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milano, Italy., Fiandra L; Department of Biotechnology and Bioscience, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milano, Italy., Colombo M; Department of Biotechnology and Bioscience, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milano, Italy; Nanomedicine Center NANOMIB, University of Milan-Bicocca, Milan, Italy., Prosperi D; Department of Biotechnology and Bioscience, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milano, Italy; Nanomedicine Center NANOMIB, University of Milan-Bicocca, Milan, Italy. Electronic address: davide.prosperi@unimib.it., Innocenti M; Department of Biotechnology and Bioscience, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milano, Italy. Electronic address: metello.innocenti@unimib.it.

Πηγή: Methods (San Diego, Calif.) [Methods] 2026 Sep; Vol. 253, pp. 19-30. Date of Electronic Publication: 2026 May 06.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Academic Press Country of Publication: United States NLM ID: 9426302 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1095-9130 (Electronic) Linking ISSN: 10462023 NLM ISO Abbreviation: Methods Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Spheroids, Cellular*/pathology , Image Processing, Computer-Assisted*/methods , Neoplasms*/pathology , Cell Culture Techniques, Three Dimensional*/methods, Imaging, Three-Dimensional/methods ; Cryoultramicrotomy/methods ; Humans ; Cell Line, Tumor ; Software

Measuring spray droplet size under unmanned aerial spraying system (UASS) downwash airflow using an image-processing-based liquid immersion method.

Συγγραφείς: Li Y; College of Science, China Agricultural University, Beijing, China.; College of Agricultural Unmanned System, China Agricultural University, Beijing, China.; Centre for Chemicals Application Technology, China Agricultural University, Beijing, China., Wang Z; Intelligent Equipment Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China., Qi P; College of Agricultural Unmanned System, China Agricultural University, Beijing, China.; Shandong Academy of Agricultural Machinery Sciences, Jinan, China., Feng X; College of Science, China Agricultural University, Beijing, China., Yang M; College of Science, China Agricultural University, Beijing, China.; College of Agricultural Unmanned System, China Agricultural University, Beijing, China.; Centre for Chemicals Application Technology, China Agricultural University, Beijing, China., Zhu Z; College of Science, China Agricultural University, Beijing, China.; College of Agricultural Unmanned System, China Agricultural University, Beijing, China.; Centre for Chemicals Application Technology, China Agricultural University, Beijing, China., Su L; College of Science, China Agricultural University, Beijing, China.; College of Agricultural Unmanned System, China Agricultural University, Beijing, China.; Centre for Chemicals Application Technology, China Agricultural University, Beijing, China., He X; College of Science, China Agricultural University, Beijing, China.; College of Agricultural Unmanned System, China Agricultural University, Beijing, China.; Centre for Chemicals Application Technology, China Agricultural University, Beijing, China., Wang C; College of Science, China Agricultural University, Beijing, China.; College of Agricultural Unmanned System, China Agricultural University, Beijing, China.; Centre for Chemicals Application Technology, China Agricultural University, Beijing, China.

Πηγή: Pest management science [Pest Manag Sci] 2026 May; Vol. 82 (5), pp. 4875-4890. Date of Electronic Publication: 2026 Feb 03.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Published for SCI by Wiley Country of Publication: England NLM ID: 100898744 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1526-4998 (Electronic) Linking ISSN: 1526498X NLM ISO Abbreviation: Pest Manag Sci Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Image Processing, Computer-Assisted*/methods , Unmanned Aerial Devices*, Particle Size

Deep-Learning-Based Image Reconstruction to Improve End-Diastolic and Systolic Cardiac T1 Mapping.

Συγγραφείς: Amsel D; Medical Image and Data Analysis (MIDAS.lab), Department of Diagnostic and Interventional Radiology, University of Tuebingen, Tuebingen, Germany.; Research & Clinical Translation, Magnetic Resonance, Siemens Healthineers AG, Erlangen, Germany., Wetzl J; Research & Clinical Translation, Magnetic Resonance, Siemens Healthineers AG, Erlangen, Germany., Giese D; Research & Clinical Translation, Magnetic Resonance, Siemens Healthineers AG, Erlangen, Germany., Tillmanns C; Diagnostikum, Berlin, Germany., Gebker R; Diagnostikum, Berlin, Germany., Chow K; Cardiovascular MR R&D, Siemens Healthcare Ltd, Calgary, Canada., Schmidt M; Research & Clinical Translation, Magnetic Resonance, Siemens Healthineers AG, Erlangen, Germany., Lingg A; Department of Radiology, University Hospital Tuebingen, Tuebingen, Germany., Kübler J; Department of Radiology, University Hospital Tuebingen, Tuebingen, Germany., Krumm P; Department of Radiology, University Hospital Tuebingen, Tuebingen, Germany., Küstner T; Medical Image and Data Analysis (MIDAS.lab), Department of Diagnostic and Interventional Radiology, University of Tuebingen, Tuebingen, Germany.

Πηγή: Magnetic resonance in medicine [Magn Reson Med] 2026 Aug; Vol. 96 (2), pp. 892-907. Date of Electronic Publication: 2026 Mar 19.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Wiley Country of Publication: United States NLM ID: 8505245 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1522-2594 (Electronic) Linking ISSN: 07403194 NLM ISO Abbreviation: Magn Reson Med Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Image Processing, Computer-Assisted*/methods , Heart*/diagnostic imaging , Magnetic Resonance Imaging*/methods , Deep Learning*, Image Interpretation, Computer-Assisted/methods ; Humans ; Systole ; Algorithms ; Diastole ; Retrospective Studies ; Prospective Studies

Multi-label Ensemble Model for Knee Joint Anatomy and Lesion Segmentation: Segmentation of Clinical Images With Ensembling, Morphology, and Attention (SCEMA).

Συγγραφείς: Yu AS; Program of Advanced Musculoskeletal Imaging, Cleveland Clinic, Cleveland, Ohio, USA.; Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, USA.; Department of Computer and Data Sciences, Case Western Reserve University, Cleveland, Ohio, USA., Yang M; Program of Advanced Musculoskeletal Imaging, Cleveland Clinic, Cleveland, Ohio, USA.; Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, USA., Nakamura K; Program of Advanced Musculoskeletal Imaging, Cleveland Clinic, Cleveland, Ohio, USA.; Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, USA., Lartey R; Program of Advanced Musculoskeletal Imaging, Cleveland Clinic, Cleveland, Ohio, USA.; Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, USA., Tosun S; Program of Advanced Musculoskeletal Imaging, Cleveland Clinic, Cleveland, Ohio, USA.; Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, USA.; Department of Diagnostic Radiology, Cleveland Clinic, Cleveland, Ohio, USA., Subhas N; Program of Advanced Musculoskeletal Imaging, Cleveland Clinic, Cleveland, Ohio, USA.; Department of Diagnostic Radiology, Cleveland Clinic, Cleveland, Ohio, USA., Winalski C; Program of Advanced Musculoskeletal Imaging, Cleveland Clinic, Cleveland, Ohio, USA.; Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, USA.; Department of Diagnostic Radiology, Cleveland Clinic, Cleveland, Ohio, USA., Chaudhary V; Department of Computer and Data Sciences, Case Western Reserve University, Cleveland, Ohio, USA., Li X; Program of Advanced Musculoskeletal Imaging, Cleveland Clinic, Cleveland, Ohio, USA.; Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, USA.; Department of Diagnostic Radiology, Cleveland Clinic, Cleveland, Ohio, USA.

Πηγή: Magnetic resonance in medicine [Magn Reson Med] 2026 Aug; Vol. 96 (2), pp. 918-927. Date of Electronic Publication: 2026 Mar 31.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Wiley Country of Publication: United States NLM ID: 8505245 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1522-2594 (Electronic) Linking ISSN: 07403194 NLM ISO Abbreviation: Magn Reson Med Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Knee Joint*/diagnostic imaging , Osteoarthritis, Knee*/diagnostic imaging , Image Processing, Computer-Assisted*/methods , Magnetic Resonance Imaging*, Bone Marrow/diagnostic imaging ; Cartilage, Articular/diagnostic imaging ; Image Interpretation, Computer-Assisted/methods ; Edema/diagnostic imaging ; Humans ; Algorithms ; Reproducibility of Results ; Ensemble Learning

Evaluation of Image-Level Harmonization Methods for Multi-Center MR Neuroimaging.

Συγγραφείς: Ho BC; Department of Radiology, Stanford University, Stanford, California, USA., Kim D; Department of Radiology, Stanford University, Stanford, California, USA., Kumar A; Department of Radiology, Stanford University, Stanford, California, USA., Weiss S; Department of Neurology and Neurological Sciences, Stanford University, Stanford, California, USA., Vossler H; Department of Neurology and Neurological Sciences, Stanford University, Stanford, California, USA., Mormino E; Department of Neurology and Neurological Sciences, Stanford University, Stanford, California, USA., Zaharchuk G; Department of Radiology, Stanford University, Stanford, California, USA.

Συλλογικό Έργο: Alzheimer's Disease Neuroimaging Initiative

Πηγή: Journal of magnetic resonance imaging : JMRI [J Magn Reson Imaging] 2026 May; Vol. 63 (5), pp. 1257-1269. Date of Electronic Publication: 2026 Jan 05.

Τύπος έκδοσης: Journal Article; Multicenter Study

Στοιχεία περιοδικού: Publisher: Wiley-Liss Country of Publication: United States NLM ID: 9105850 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1522-2586 (Electronic) Linking ISSN: 10531807 NLM ISO Abbreviation: J Magn Reson Imaging Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Magnetic Resonance Imaging*/methods , Neuroimaging*/methods , Alzheimer Disease*/diagnostic imaging , Image Processing, Computer-Assisted*/methods, Brain/diagnostic imaging ; White Matter/diagnostic imaging ; Image Interpretation, Computer-Assisted/methods ; Gray Matter/diagnostic imaging ; Humans ; Retrospective Studies ; Male ; Female ; Aged ; Deep Learning ; Aged, 80 and over ; Reproducibility of Results ; Algorithms

Multi-window scanning method for region-of-interest selection in pancreatic endoscopic ultrasound images.

Συγγραφείς: Filist S; South-West State University, 50 Let Oktyabrya St. 94, Kursk, 305040, Russia., Al-Kasasbeh RT; Department of Mechatronics Engineering, The University of Jordan, Amman, 11942, Jordan. r.al-kasasbeh@ju.edu.jo., Gevorkyan T; Blokhin National Medical Research Center of Oncology of the Russian Ministry of Health, Moscow, Russia., Kondrashov DS; South-West State University, 50 Let Oktyabrya St. 94, Kursk, 305040, Russia., Shatalova O; South-West State University, 50 Let Oktyabrya St. 94, Kursk, 305040, Russia., Korenevskiy NA; South-West State University, 50 Let Oktyabrya St. 94, Kursk, 305040, Russia., Telfah A; Fachhochschule Dortmund University of Applied Sciences and Arts, 44139, Dortmund, Germany.; Cell Therapy Center, The University of Jordan, Amman, 11942, Jordan.

Πηγή: Journal of ultrasound [J Ultrasound] 2026 Sep; Vol. 29 (3), pp. 581-594. Date of Electronic Publication: 2026 Jul 22.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Springer Country of Publication: Italy NLM ID: 101315005 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1876-7931 (Electronic) Linking ISSN: 18767931 NLM ISO Abbreviation: J Ultrasound Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Endosonography*/methods , Pancreas*/diagnostic imaging , Image Processing, Computer-Assisted*/methods , Image Interpretation, Computer-Assisted*/methods , Pancreatic Diseases*/diagnostic imaging, Humans ; Neural Networks, Computer ; Sensitivity and Specificity

Fast Online 3D SPACE and FLAIR Imaging at 7T Using Multiple Subject-Specific Parallel Transmission Pulses Based on Subpopulation Universal Pulses.

Συγγραφείς: Oran OF; Siemens Medical Solutions USA Inc., Palo Alto, California, USA., Herrler J; Siemens Healthineers AG, Forchheim, Germany., Liebig PA; Siemens Healthineers AG, Forchheim, Germany., Gati JS; Centre for Functional and Metabolic Mapping, Western University, London, Ontario, Canada.; Department of Medical Biophysics, Western University, London, Ontario, Canada., Klassen LM; Centre for Functional and Metabolic Mapping, Western University, London, Ontario, Canada., Menon RS; Centre for Functional and Metabolic Mapping, Western University, London, Ontario, Canada.; Department of Medical Biophysics, Western University, London, Ontario, Canada.

Πηγή: Magnetic resonance in medicine [Magn Reson Med] 2026 Aug; Vol. 96 (2), pp. 771-786. Date of Electronic Publication: 2026 Apr 19.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Wiley Country of Publication: United States NLM ID: 8505245 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1522-2594 (Electronic) Linking ISSN: 07403194 NLM ISO Abbreviation: Magn Reson Med Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Magnetic Resonance Imaging*/methods , Imaging, Three-Dimensional*/methods , Brain*/diagnostic imaging , Image Processing, Computer-Assisted*/methods, Image Enhancement/methods ; Humans ; Algorithms ; Artifacts ; Radio Waves ; Male ; Adult ; Female ; Signal Processing, Computer-Assisted ; Reproducibility of Results

Machine-learning-enhanced image reconstruction in optical tomography using the Monte Carlo method for light transport.

Συγγραφείς: Kangasniemi J; University of Eastern Finland, Department of Technical Physics, Kuopio, Finland., Mozumder M; University of Eastern Finland, Department of Technical Physics, Kuopio, Finland., Hauptmann A; University of Oulu, Research Unit of Mathematical Sciences, Oulu, Finland.; University College London, Department of Computer Science, London, United Kingdom., Tarvainen T; University of Eastern Finland, Department of Technical Physics, Kuopio, Finland.

Πηγή: Journal of biomedical optics [J Biomed Opt] 2026 Sep; Vol. 31 (9), pp. 096001. Date of Electronic Publication: 2026 Sep 01.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Published by SPIE--the International Society for Optical Engineering in cooperation with International Biomedical Optics Society Country of Publication: United States NLM ID: 9605853 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1560-2281 (Electronic) Linking ISSN: 10833668 NLM ISO Abbreviation: J Biomed Opt Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Tomography, Optical*/methods , Image Processing, Computer-Assisted*/methods , Machine Learning*, Monte Carlo Method ; Algorithms ; Scattering, Radiation ; Phantoms, Imaging ; Stochastic Processes ; Computer Simulation ; Light ; Convolutional Neural Networks ; Soft Computing

Multi-Echo SSFP: A Method for Synthetic bSSFP MRI Contrast Without Banding Artifacts at High Field.

Συγγραφείς: Hong H; School of Biomedical Engineering, ShanghaiTech University, Shanghai, China., Hoff MN; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, California, USA., Yang W; United Imaging Research, Shanghai, China., Dong Y; Department of Physics, University of Washington, Seattle, Washington, USA., Zhou Z; School of Biomedical Engineering, ShanghaiTech University, Shanghai, China., Hu P; School of Biomedical Engineering, ShanghaiTech University, Shanghai, China.; State Key Laboratory of Advanced Medical Materials and Devices, Shanghai, China.; Shanghai Clinical Research and Trial Center, Shanghai, China.

Πηγή: Magnetic resonance in medicine [Magn Reson Med] 2026 Oct; Vol. 96 (4), pp. 1696-1708. Date of Electronic Publication: 2026 Jun 12.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Wiley Country of Publication: United States NLM ID: 8505245 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1522-2594 (Electronic) Linking ISSN: 07403194 NLM ISO Abbreviation: Magn Reson Med Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Magnetic Resonance Imaging*/methods , Image Enhancement*/methods , Brain*/diagnostic imaging , Image Processing, Computer-Assisted*/methods , Image Interpretation, Computer-Assisted*/methods, Artifacts ; Phantoms, Imaging ; Algorithms ; Humans ; Signal-To-Noise Ratio ; Reproducibility of Results ; Signal Processing, Computer-Assisted

Lightweight and robust image steganography method for secure communication.

Συγγραφείς: Kang W; School of Automation Engineering, Moutai Institute, Renhuai, China., Pan Y; School of Automation Engineering, Moutai Institute, Renhuai, China.

Πηγή: PloS one [PLoS One] 2026 Sep 16; Vol. 21 (9), pp. e0357380. Date of Electronic Publication: 2026 Sep 16 (Print Publication: 2026).

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Image Processing, Computer-Assisted*/methods , Computer Security*, Data Compression/methods ; Algorithms ; Signal-To-Noise Ratio ; Generative Adversarial Networks ; Convolutional Neural Networks ; Compression Algorithms

Benchmarking Image-Based Motion-Correction Methods for Ultrasound Localization Microscopy.

Συγγραφείς: González CR; Department of Bioengineering, Imperial College London, London, United Kingdom., Huang B; Department of Bioengineering, Imperial College London, London, United Kingdom., Yan S; Department of Bioengineering, Imperial College London, London, United Kingdom., Zaydullin R; Department of Bioengineering, Imperial College London, London, United Kingdom., Lerendegui M; Department of Bioengineering, Imperial College London, London, United Kingdom., Smith CAB; Department of Bioengineering, Imperial College London, London, United Kingdom., Toulemonde M; Department of Bioengineering, Imperial College London, London, United Kingdom., Morris M; Department of Bioengineering, Imperial College London, London, United Kingdom; Institute of Cancer Research, The Royal Marsden NHS Foundation Trust, London, United Kingdom., Somaiah N; Institute of Cancer Research, The Royal Marsden NHS Foundation Trust, London, United Kingdom., Bates O; Department of Bioengineering, Imperial College London, London, United Kingdom., Ng FS; Department of Bioengineering, Imperial College London, London, United Kingdom., Tang MX; Department of Bioengineering, Imperial College London, London, United Kingdom. Electronic address: mengxing.tang@imperial.ac.uk.

Πηγή: Ultrasound in medicine & biology [Ultrasound Med Biol] 2026 Aug; Vol. 52 (8), pp. 1544-1558. Date of Electronic Publication: 2026 May 22.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: England NLM ID: 0410553 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-291X (Electronic) Linking ISSN: 03015629 NLM ISO Abbreviation: Ultrasound Med Biol Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Image Processing, Computer-Assisted*/methods, Kidney/diagnostic imaging ; Ultrasonography/methods ; Breast Neoplasms/diagnostic imaging ; Rabbits ; Animals ; Algorithms ; Humans ; Benchmarking ; Female ; Motion ; Microbubbles

A Modified Balanced Steady State Free Precession Sequence for Overhauser Magnetic Resonance Imaging.

Συγγραφείς: Buckenmaier K; High-Field Magnetic Resonance Center, Max Planck Institute for Biological Cybernetics, Tübingen, Germany., Bullinger F; High-Field Magnetic Resonance Center, Max Planck Institute for Biological Cybernetics, Tübingen, Germany., Solomakha GA; High-Field Magnetic Resonance Center, Max Planck Institute for Biological Cybernetics, Tübingen, Germany., Schneider M; High-Field Magnetic Resonance Center, Max Planck Institute for Biological Cybernetics, Tübingen, Germany., Engelmann J; High-Field Magnetic Resonance Center, Max Planck Institute for Biological Cybernetics, Tübingen, Germany., Pohlmann P; Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, University Hospital Tübingen, Eberhard-Karls University, Tübingen, Germany.; Cluster of Excellence iFIT (EXC 2180) 'Image-Guided and Functionally Instructed Tumor Therapies, Eberhard-Karls University, Tübingen, Germany., Povolni P; High-Field Magnetic Resonance Center, Max Planck Institute for Biological Cybernetics, Tübingen, Germany., Kuebler L; Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, University Hospital Tübingen, Eberhard-Karls University, Tübingen, Germany.; Cluster of Excellence iFIT (EXC 2180) 'Image-Guided and Functionally Instructed Tumor Therapies, Eberhard-Karls University, Tübingen, Germany.; German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Partner Site Tübingen, Tübingen, Germany., Martins AF; Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, University Hospital Tübingen, Eberhard-Karls University, Tübingen, Germany.; Cluster of Excellence iFIT (EXC 2180) 'Image-Guided and Functionally Instructed Tumor Therapies, Eberhard-Karls University, Tübingen, Germany.; German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Partner Site Tübingen, Tübingen, Germany., Scheffler K; High-Field Magnetic Resonance Center, Max Planck Institute for Biological Cybernetics, Tübingen, Germany.; Cluster of Excellence iFIT (EXC 2180) 'Image-Guided and Functionally Instructed Tumor Therapies, Eberhard-Karls University, Tübingen, Germany.

Πηγή: Magnetic resonance in medicine [Magn Reson Med] 2026 Oct; Vol. 96 (4), pp. 1655-1665. Date of Electronic Publication: 2026 Jun 07.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Wiley Country of Publication: United States NLM ID: 8505245 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1522-2594 (Electronic) Linking ISSN: 07403194 NLM ISO Abbreviation: Magn Reson Med Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Magnetic Resonance Imaging*/methods , Image Processing, Computer-Assisted*/methods, Image Enhancement/methods ; Signal-To-Noise Ratio ; Algorithms ; Artifacts ; Phantoms, Imaging ; Humans ; Radio Waves ; Signal Processing, Computer-Assisted

An end-to-end deep learning image compression method for satellite images based on entropy model.

Συγγραφείς: Gao Y; Sichuan Expressway Construction and Development Group Co., Ltd, Chengdu, Sichuan, China., Xu H; Sichuan Expressway Construction and Development Group Co., Ltd, Chengdu, Sichuan, China., Huang W; Sichuan Expressway Construction and Development Group Co., Ltd, Chengdu, Sichuan, China., Bai H; Sichuan Expressway Construction and Development Group Co., Ltd, Chengdu, Sichuan, China., Peng B; Sichuan Panyan Expressway Construction and Development Co., Ltd, Chengdu, Sichuan, China., Xu H; School of Information Engineering, Yancheng Institute of Technology, Yancheng, Jiangsu, China.

Πηγή: PloS one [PLoS One] 2026 Aug 03; Vol. 21 (8), pp. e0355234. Date of Electronic Publication: 2026 Aug 03 (Print Publication: 2026).

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Satellite Imagery*/methods , Data Compression*/methods , Image Processing, Computer-Assisted*/methods , Deep Learning* , Compression Algorithms*, Entropy ; Algorithms