Cargando…

Deep learning for histopathological segmentation of smooth muscle in the urinary bladder

BACKGROUND: Histological assessment of smooth muscle is a critical step particularly in staging malignant tumors in various internal organs including the urinary bladder. Nonetheless, manual segmentation and classification of muscular tissues by pathologists is often challenging. Therefore, a fully...

Descripción completa

Detalles Bibliográficos
Autores principales:	Subramanya, Sridevi K., Li, Rui, Wang, Ying, Miyamoto, Hiroshi, Cui, Feng
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2023
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10349433/ https://www.ncbi.nlm.nih.gov/pubmed/37454065 http://dx.doi.org/10.1186/s12911-023-02222-3

Ejemplares similares

Effects of hypoxia and glucose-removal condition on muscle contraction of the smooth muscles of porcine urinary bladder
por: NAGAI, Yuta, et al.
Publicado: (2015)

Histopathological distinction of non-invasive and invasive bladder cancers using machine learning approaches
por: Yin, Peng-Nien, et al.
Publicado: (2020)

THE EFFECT OF SMOOTH MUSCLE ON THE INTERCELLULAR SPACES IN TOAD URINARY BLADDER
por: DiBona, Donald R., et al.
Publicado: (1970)

Similarities and differences in the autonomic control of airway and urinary bladder smooth muscle
por: Michel, Martin C., et al.
Publicado: (2008)

Locational and Directional Dependencies of Smooth Muscle Properties in Pig Urinary Bladder
por: Borsdorf, Mischa, et al.
Publicado: (2019)

Machine learning predicts nucleosome binding modes of transcription factors
por: Kishan, K. C., et al.
Publicado: (2021)

Evaluation of mouse urinary bladder smooth muscle for diurnal differences in contractile properties
por: White, Rachel S., et al.
Publicado: (2015)

Dystrophin is expressed in smooth muscle and afferent nerve fibers in the rat urinary bladder
por: Lionarons, Judith M., et al.
Publicado: (2019)

Breast Cancer Histopathological Images Segmentation Using Deep Learning
por: Drioua, Wafaa Rajaa, et al.
Publicado: (2023)

Isolation, expansion and characterization of porcine urinary bladder smooth muscle cells for tissue engineering
por: Pokrywczynska, Marta, et al.
Publicado: (2016)

Epstein Barr virus-associated smooth muscle tumour (EBV-SMT) of the urinary bladder
por: Wood, Dale, et al.
Publicado: (2017)

Characterization of urinary extracellular vesicle proteins in muscle-invasive bladder cancer
por: Silvers, Christopher R., et al.
Publicado: (2017)

A deep learning approach to identify and segment alpha-smooth muscle actin stress fiber positive cells
por: Hillsley, Alexander, et al.
Publicado: (2021)

Transient contractions of urinary bladder smooth muscle are drivers of afferent nerve activity during filling
por: Heppner, Thomas J., et al.
Publicado: (2016)

A biophysically constrained computational model of the action potential of mouse urinary bladder smooth muscle
por: Mahapatra, Chitaranjan, et al.
Publicado: (2018)

Spheroids of Bladder Smooth Muscle Cells for Bladder Tissue Engineering
por: Gerwinn, Tim, et al.
Publicado: (2021)

Signal transduction underlying the control of urinary bladder smooth muscle tone by muscarinic receptors and β-adrenoceptors
por: Frazier, Elfaridah P., et al.
Publicado: (2007)

ALTERATION OF THE PKC-MEDIATED SIGNALING PATHWAY FOR SMOOTH MUSCLE CONTRACTION IN OBSTRUCTION-INDUCED HYPERTROPHY OF THE URINARY BLADDER
por: Chang, Shaohua, et al.
Publicado: (2009)

Altered expression of caveolin 2 and 3 in smooth muscle of rat urinary bladder by 17β-estradiol
por: Kim, Sun-Ouck, et al.
Publicado: (2013)

Does the Mesenchymal Stem Cell Source Influence Smooth Muscle Regeneration in Tissue-Engineered Urinary Bladders?
por: Pokrywczynska, Marta, et al.
Publicado: (2018)

Detrusor Smooth Muscle K(V)7 Channels: Emerging New Regulators of Urinary Bladder Function
por: Malysz, John, et al.
Publicado: (2020)

Caldesmon ablation in mice causes umbilical herniation and alters contractility of fetal urinary bladder smooth muscle
por: Pütz, Sandra, et al.
Publicado: (2021)

Strategies to Reduce the Expert Supervision Required for Deep Learning-Based Segmentation of Histopathological Images
por: Van Eycke, Yves-Rémi, et al.
Publicado: (2019)

A survey on recent trends in deep learning for nucleus segmentation from histopathology images
por: Basu, Anusua, et al.
Publicado: (2023)

NuKit: A deep learning platform for fast nucleus segmentation of histopathological images
por: Lin, Ching-Nung, et al.
Publicado: (2023)

Telmisartan inhibits bladder smooth muscle fibrosis in neurogenic bladder rats
por: Liu, Qian, et al.
Publicado: (2022)

L-Type Ca(2+) Channel Sparklets Revealed by TIRF Microscopy in Mouse Urinary Bladder Smooth Muscle
por: Sidaway, Peter, et al.
Publicado: (2014)

Age‐dependent decrease in TRPM4 channel expression but not trafficking alters urinary bladder smooth muscle contractility
por: Maxwell, Sarah E., et al.
Publicado: (2021)

Linking histopathological changes in intervertebral disc with lumbar muscles strength
por: Yadav, Amlesh Kumar, et al.
Publicado: (2023)

Deep Learning Approaches in Histopathology
por: Ahmed, Alhassan Ali, et al.
Publicado: (2022)

Heart and bladder detection and segmentation on FDG PET/CT by deep learning
por: Wang, Xiaoyong, et al.
Publicado: (2022)

Deep learning for automatic segmentation of thigh and leg muscles
por: Agosti, Abramo, et al.
Publicado: (2021)

Urinary Bladder Cancer in Egypt: Are There Gender Differences in Its Histopathological Presentation?
por: Kyritsi, Fiorina, et al.
Publicado: (2018)

Nuclei instance segmentation from histopathology images using Bayesian dropout based deep learning
por: Gudhe, Naga Raju, et al.
Publicado: (2023)

NMDAR in bladder smooth muscle is not a pharmacotherapy target for overactive bladder in mice
por: Xie, Xiang, et al.
Publicado: (2021)

Malignant inverted papilloma of the urinary bladder: the histopathological aspect of malignant potential of inverted papilloma.
por: Cheon, J., et al.
Publicado: (1995)

Usefulness of Urinary Biomarkers for Assessing Bladder Condition and Histopathology in Patients with Interstitial Cystitis/Bladder Pain Syndrome
por: Jiang, Yuan-Hong, et al.
Publicado: (2022)

Development of Deep Learning with RDA U-Net Network for Bladder Cancer Segmentation
por: Lee, Ming-Chan, et al.
Publicado: (2023)

Comparative histopathology of the development of selected neoplasms of the liver, pancreas, and urinary bladder in rodents.
por: Scarpelli, D G
Publicado: (1988)

A Deep Learning Approach for Masseter Muscle Segmentation on Ultrasonography
por: Keser, Gaye, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_ggpooue7dcjea82bbqnfpp77dk