Search Results - "Data compression"

Aird-MSI: A High Compression Rate and Decompression Speed Format for Mass Spectrometry Imaging Data.

Authors: Li S Sheng H Du P et al.

Source: Journal of proteome research [J Proteome Res] 2025 Nov 07; Vol. 24 (11), pp. 5564-5571. Date of Electronic Publication: 2025 Oct 17.

Publication Type: Journal Article

Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 101128775 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1535-3907 (Electronic) Linking ISSN: 15353893 NLM ISO Abbreviation: J Proteome Res Subsets: MEDLINE

MeSH Terms: Metabolomics*/methods , Data Compression*/methods , Mass Spectrometry*/methods, Algorithms ; Humans ; Software

Robust 16S rRNA classification based on a compressed LCA index.

Authors: Ahmed O Boucher C Langmead B

Source: Genome research [Genome Res] 2025 Dec 03; Vol. 35 (12), pp. 2650-2660. Date of Electronic Publication: 2025 Dec 03.

Publication Type: Journal Article

Journal Info: Publisher: Cold Spring Harbor Laboratory Press Country of Publication: United States NLM ID: 9518021 Publication Model: Electronic Cited Medium: Internet ISSN: 1549-5469 (Electronic) Linking ISSN: 10889051 NLM ISO Abbreviation: Genome Res Subsets: MEDLINE

MeSH Terms: RNA, Ribosomal, 16S*/genetics , RNA, Ribosomal, 16S*/classification , Data Compression*/methods, Algorithms ; Phylogeny ; Metagenomics/methods ; Software ; Computational Biology/methods

Compression-Enabled Joint Entropy Estimation for Seizure Detection on Human Intracortical Electroencephalography.

Authors: Yamada L Oskotsky T Nuyujukian P

Source: IEEE transactions on bio-medical engineering [IEEE Trans Biomed Eng] 2025 Dec; Vol. 72 (12), pp. 3440-3452.

Publication Type: Journal Article

Journal Info: Publisher: Institute Of Electrical And Electronics Engineers Country of Publication: United States NLM ID: 0012737 Publication Model: Print Cited Medium: Internet ISSN: 1558-2531 (Electronic) Linking ISSN: 00189294 NLM ISO Abbreviation: IEEE Trans Biomed Eng Subsets: MEDLINE

MeSH Terms: Seizures*/diagnosis , Seizures*/physiopathology , Electroencephalography*/methods , Signal Processing, Computer-Assisted* , Data Compression*/methods, Humans ; Entropy ; Adult ; Algorithms ; Child ; Male ; Adolescent ; Female ; Young Adult ; Middle Aged

Temporal image compression in cardiac computed tomography: impact of temporal super resolution and noise reduction for assessing left ventricular function.

Authors: Kondo M Yamasaki Y Ueno A et al.

Source: Radiological physics and technology [Radiol Phys Technol] 2025 Dec; Vol. 18 (4), pp. 1043-1054. Date of Electronic Publication: 2025 Aug 16.

Publication Type: Journal Article

Journal Info: Publisher: Springer Japan Country of Publication: Japan NLM ID: 101467995 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1865-0341 (Electronic) Linking ISSN: 18650333 NLM ISO Abbreviation: Radiol Phys Technol Subsets: MEDLINE

MeSH Terms: Tomography, X-Ray Computed* , Ventricular Function, Left* , Signal-To-Noise Ratio* , Data Compression*/methods, Humans ; Male ; Female ; Middle Aged ; Aged ; Time Factors ; Retrospective Studies ; Image Processing, Computer-Assisted ; Adult

LS-PRISM: A layer-selective pruning method via low-rank approximation and sparsification for efficient large language model compression.

Authors: Tao R Chen H Guo Y et al.

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Dec; Vol. 192, pp. 107909. Date of Electronic Publication: 2025 Jul 27.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

MeSH Terms: Natural Language Processing* , Data Compression*/methods , Neural Networks, Computer*, Algorithms ; Humans ; Large Language Models

Trade-offs in model compression for sequencing data-carrying DNA.

Authors: Quah J Sella O Heinis T

Source: Scientific reports [Sci Rep] 2025 Nov 23; Vol. 15 (1), pp. 42248. Date of Electronic Publication: 2025 Nov 23.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Data Compression*/methods , Sequence Analysis, DNA*/methods , DNA*/genetics, Machine Learning ; Algorithms ; Humans

Compressed Sensing Technology Accelerated 3D-FLAIR MRI Sequence for Endolymphatic Hydrops at 3T.

Authors: Zhang W Xie J Roberts N et al.

Source: AJNR. American journal of neuroradiology [AJNR Am J Neuroradiol] 2025 Nov 03; Vol. 46 (11), pp. 2363-2369. Date of Electronic Publication: 2025 Nov 03.

Publication Type: Journal Article

Journal Info: Publisher: American Society of Neuroradiology Country of Publication: United States NLM ID: 8003708 Publication Model: Electronic Cited Medium: Internet ISSN: 1936-959X (Electronic) Linking ISSN: 01956108 NLM ISO Abbreviation: AJNR Am J Neuroradiol Subsets: MEDLINE

MeSH Terms: Imaging, Three-Dimensional*/methods , Magnetic Resonance Imaging*/methods , Endolymphatic Hydrops*/pathology , Data Compression*/methods , Image Interpretation, Computer-Assisted*/methods , Image Enhancement*/methods , Meniere Disease*/pathology, Humans ; Female ; Male ; Middle Aged ; Adult ; Aged ; Reproducibility of Results ; Sensitivity and Specificity ; Prospective Studies ; Young Adult

A Streamlined Telepresent Video Platform for Aerospace Medicine.

Authors: Beer JMA Ng PC Wlodarski DC et al.

Source: Aerospace medicine and human performance [Aerosp Med Hum Perform] 2025 Nov; Vol. 96 (11), pp. 1008-1014.

Publication Type: Journal Article

Journal Info: Publisher: Aerospace Medical Association Country of Publication: United States NLM ID: 101654770 Publication Model: Print Cited Medium: Internet ISSN: 2375-6322 (Electronic) Linking ISSN: 23756314 NLM ISO Abbreviation: Aerosp Med Hum Perform Subsets: MEDLINE

MeSH Terms: Aerospace Medicine*/methods , Telemedicine* , Video Recording*/methods , Data Compression*/methods , Lung Diseases*/diagnostic imaging, Humans ; Algorithms ; Ultrasonography

Implicit neural image field for biological microscopy image compression.

Authors: Dai G Zhang R Wuwu Q et al.

Source: Nature computational science [Nat Comput Sci] 2025 Nov; Vol. 5 (11), pp. 1041-1050. Date of Electronic Publication: 2025 Oct 10.

Publication Type: Journal Article

Journal Info: Publisher: Springer Nature Country of Publication: United States NLM ID: 101775476 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2662-8457 (Electronic) Linking ISSN: 26628457 NLM ISO Abbreviation: Nat Comput Sci Subsets: MEDLINE

MeSH Terms: Data Compression*/methods , Microscopy*/methods , Image Processing, Computer-Assisted*/methods, Algorithms ; Humans ; Animals ; Neural Networks, Computer

A novel multichannel sparse convolutional autoencoder for electrocardiogram signal compression.

Authors: Bekiryazıcı T Damkacı M Aydemir G et al.

Source: Journal of electrocardiology [J Electrocardiol] 2025 Nov-Dec; Vol. 93, pp. 154125. Date of Electronic Publication: 2025 Oct 10.

Publication Type: Journal Article

Journal Info: Publisher: Churchill Livingstone Country of Publication: United States NLM ID: 0153605 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-8430 (Electronic) Linking ISSN: 00220736 NLM ISO Abbreviation: J Electrocardiol Subsets: MEDLINE

MeSH Terms: Electrocardiography*/methods , Data Compression*/methods , Signal Processing, Computer-Assisted* , Neural Networks, Computer*, Humans ; Algorithms ; Autoencoder

Accelerating non-contrast MR angiography of the thoracic aorta using compressed SENSE with deep learning reconstruction.

Authors: Janssen JP Gertz RJ Tristram J et al.

Source: European journal of radiology [Eur J Radiol] 2025 Nov; Vol. 192, pp. 112403. Date of Electronic Publication: 2025 Sep 02.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Science Ireland Ltd Country of Publication: Ireland NLM ID: 8106411 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7727 (Electronic) Linking ISSN: 0720048X NLM ISO Abbreviation: Eur J Radiol Subsets: MEDLINE

MeSH Terms: Magnetic Resonance Angiography*/methods , Aorta, Thoracic*/diagnostic imaging , Deep Learning* , Image Interpretation, Computer-Assisted*/methods , Data Compression*/methods, Humans ; Male ; Female ; Adult ; Prospective Studies ; Middle Aged ; Reproducibility of Results ; Imaging, Three-Dimensional/methods

Attention-Based Whole-Slide Image Compression Achieves Pathologist-Level Prescreening of Multiorgan Routine Histopathology Biopsies.

Authors: Aswolinskiy W van der Post RS Campora M et al.

Source: Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc [Mod Pathol] 2025 Nov; Vol. 38 (11), pp. 100827. Date of Electronic Publication: 2025 Jun 23.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Inc Country of Publication: United States NLM ID: 8806605 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1530-0285 (Electronic) Linking ISSN: 08933952 NLM ISO Abbreviation: Mod Pathol Subsets: MEDLINE

MeSH Terms: Deep Learning* , Data Compression*/methods , Image Interpretation, Computer-Assisted*/methods , Early Detection of Cancer*/methods , Uterine Cervical Neoplasms*/pathology, Humans ; Female ; Biopsy ; Pathologists

Usefulness of compressed sensing coronary magnetic resonance angiography with deep learning reconstruction.

Authors: Tabo K Kido T Matsuda M et al.

Source: Japanese journal of radiology [Jpn J Radiol] 2025 Nov; Vol. 43 (11), pp. 1822-1832. Date of Electronic Publication: 2025 Jul 07.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: Japan NLM ID: 101490689 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1867-108X (Electronic) Linking ISSN: 18671071 NLM ISO Abbreviation: Jpn J Radiol Subsets: MEDLINE

MeSH Terms: Deep Learning* , Magnetic Resonance Angiography*/methods , Coronary Angiography*/methods , Data Compression*/methods , Image Processing, Computer-Assisted*/methods, Humans ; Male ; Female ; Adult ; Signal-To-Noise Ratio ; Middle Aged ; Coronary Vessels/diagnostic imaging

Compressed sensing acceleration of radial 3-D alternating Look-Locker ... mapping.

Authors: Aarnio A Nykänen O Kolehmainen V et al.

Source: Magnetic resonance in medicine [Magn Reson Med] 2025 Nov; Vol. 94 (5), pp. 2258-2267. Date of Electronic Publication: 2025 Jun 16.

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Imaging, Three-Dimensional*/methods , Magnetic Resonance Imaging*/methods , Brain*/diagnostic imaging , Data Compression*/methods , Image Processing, Computer-Assisted*/methods, Humans ; Algorithms ; Phantoms, Imaging ; Retrospective Studies ; Reproducibility of Results

Embeddings hidden layers learning for neural network compression.

Authors: Hu JC Cavicchioli R Capotondi A

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Nov; Vol. 191, pp. 107794. Date of Electronic Publication: 2025 Jul 01.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Data Compression*/methods , Machine Learning* , Learning*, Humans ; Language ; Algorithms

Flexible visually secure image encryption with meta-learning compression and chaotic systems.

Authors: Chen W Wang Y Shi C et al.

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Nov; Vol. 191, pp. 107799. Date of Electronic Publication: 2025 Jul 04.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

MeSH Terms: Computer Security* , Data Compression*/methods , Deep Learning* , Nonlinear Dynamics* , Image Processing, Computer-Assisted*/methods, Neural Networks, Computer ; Humans ; Algorithms

Effective image compression using transformer and residual network for balanced handling of high and low-frequency information.

Authors: Hu J Luo G Feng X et al.

Source: PloS one [PLoS One] 2025 Oct 03; Vol. 20 (10), pp. e0333376. Date of Electronic Publication: 2025 Oct 03 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Data Compression*/methods , Image Processing, Computer-Assisted*/methods , Neural Networks, Computer*, Deep Learning ; Algorithms ; Humans

Adaptive Compression and Reconstruction for Multidimensional Medical Image Data: A Hybrid Algorithm for Enhanced Image Quality.

Authors: David PF Kothandapani SD Pugalendhi GK

Source: Journal of imaging informatics in medicine [J Imaging Inform Med] 2025 Oct; Vol. 38 (5), pp. 3148-3167. Date of Electronic Publication: 2024 Dec 20.

Publication Type: Journal Article

Journal Info: Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 9918663679206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2948-2933 (Electronic) Linking ISSN: 29482925 NLM ISO Abbreviation: J Imaging Inform Med Subsets: MEDLINE

MeSH Terms: Algorithms* , Data Compression*/methods , Image Processing, Computer-Assisted*/methods, Humans ; Tomography, X-Ray Computed

Accelerating cardiac radial-MRI: Fully polar based technique using compressed sensing and deep learning.

Authors: Ghodrati V Duan J Ali F et al.

Source: Medical image analysis [Med Image Anal] 2025 Oct; Vol. 105, pp. 103732. Date of Electronic Publication: 2025 Jul 26.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 9713490 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1361-8423 (Electronic) Linking ISSN: 13618415 NLM ISO Abbreviation: Med Image Anal Subsets: MEDLINE

MeSH Terms: Deep Learning* , Data Compression*/methods , Magnetic Resonance Imaging*/methods , Heart*/diagnostic imaging , Image Processing, Computer-Assisted*/methods , Image Interpretation, Computer-Assisted*/methods, Humans ; Algorithms ; Fourier Analysis ; Artifacts

Extending real-time MRI of the oral cavity using simultaneous multislice and compressed sensing.

Authors: Watson I Angus M Zamboni E et al.

Source: Magnetic resonance in medicine [Magn Reson Med] 2026 Feb; Vol. 95 (2), pp. 881-896. Date of Electronic Publication: 2025 Sep 15.

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Magnetic Resonance Imaging*/methods , Mouth*/diagnostic imaging , Mouth*/anatomy & histology , Mouth*/physiology , Data Compression*/methods , Image Processing, Computer-Assisted*/methods, Humans ; Phantoms, Imaging ; Tongue/physiology ; Tongue/diagnostic imaging ; Algorithms ; Deglutition/physiology ; Computer Systems ; Speech/physiology