Cargando…

Deep Learning in Pancreatic Tissue: Identification of Anatomical Structures, Pancreatic Intraepithelial Neoplasia, and Ductal Adenocarcinoma

Identification of pancreatic ductal adenocarcinoma (PDAC) and precursor lesions in histological tissue slides can be challenging and elaborate, especially due to tumor heterogeneity. Thus, supportive tools for the identification of anatomical and pathological tissue structures are desired. Deep lear...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kriegsmann, Mark, Kriegsmann, Katharina, Steinbuss, Georg, Zgorzelski, Christiane, Kraft, Anne, Gaida, Matthias M.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8160892/ https://www.ncbi.nlm.nih.gov/pubmed/34065423 http://dx.doi.org/10.3390/ijms22105385

Ejemplares similares

Deep learning for the detection of anatomical tissue structures and neoplasms of the skin on scanned histopathological tissue sections
por: Kriegsmann, Katharina, et al.
Publicado: (2022)

Corrigendum: Deep learning for the detection of anatomical tissue structures and neoplasms of the skin on scanned histopathological tissue sections
por: Kriegsmann, Katharina, et al.
Publicado: (2023)

Implementation of deep learning in liver pathology optimizes diagnosis of benign lesions and adenocarcinoma metastasis
por: Kriegsmann, Mark, et al.
Publicado: (2023)

Deep Learning for the Classification of Non-Hodgkin Lymphoma on Histopathological Images
por: Steinbuss, Georg, et al.
Publicado: (2021)

Metabonomic changes from pancreatic intraepithelial neoplasia to pancreatic ductal adenocarcinoma in tissues from rats
por: Wen, Shi, et al.
Publicado: (2016)

Identification of Gastritis Subtypes by Convolutional Neuronal Networks on Histological Images of Antrum and Corpus Biopsies
por: Steinbuss, Georg, et al.
Publicado: (2020)

MSP-RON Signaling Is Activated in the Transition From Pancreatic Intraepithelial Neoplasia (PanIN) to Pancreatic Ductal Adenocarcinoma (PDAC)
por: Li, Ce, et al.
Publicado: (2019)

Acinar-to-Ductal Metaplasia (ADM): On the Road to Pancreatic Intraepithelial Neoplasia (PanIN) and Pancreatic Cancer
por: Marstrand-Daucé, Louis, et al.
Publicado: (2023)

Multimodal Lung Cancer Subtyping Using Deep Learning Neural Networks on Whole Slide Tissue Images and MALDI MSI
por: Janßen, Charlotte, et al.
Publicado: (2022)

Kras mutation rate precisely orchestrates ductal derived pancreatic intraepithelial neoplasia and pancreatic cancer
por: Singh, Kanchan, et al.
Publicado: (2020)

Expression of Chosen Carcinoembryonic-Related Cell Adhesion Molecules in Pancreatic Intraepithelial Neoplasia (PanIN) Associated with Chronic Pancreatitis and Pancreatic Ductal Adenocarcinoma (PDAC)
por: Zińczuk, Justyna, et al.
Publicado: (2019)

Histological Characterization of Biliary Intraepithelial Neoplasia with respect to Pancreatic Intraepithelial Neoplasia
por: Sato, Yasunori, et al.
Publicado: (2014)

Correction to: Kras mutation rate precisely orchestrates ductal derived pancreatic intraepithelial neoplasia and pancreatic cancer
por: Singh, Kanchan, et al.
Publicado: (2021)

Deep Learning for the Classification of Small-Cell and Non-Small-Cell Lung Cancer
por: Kriegsmann, Mark, et al.
Publicado: (2020)

Tumor Microenvironment in Pancreatic Intraepithelial Neoplasia
por: Opitz, Friederike V., et al.
Publicado: (2021)

MALDI-MSI: A Powerful Approach to Understand Primary Pancreatic Ductal Adenocarcinoma and Metastases
por: Gonçalves, Juliana Pereira Lopes, et al.
Publicado: (2022)

Telomeres are shortened in acinar-to-ductal metaplasia lesions associated with pancreatic intraepithelial neoplasia but not in isolated acinar-to-ductal metaplasias
por: Hong, Seung-Mo, et al.
Publicado: (2010)

Microinvasion of High-Grade Pancreatic Intraepithelial Neoplasia
por: Kawada, Natsuko, et al.
Publicado: (2013)

Mass Spectrometry Imaging Differentiates Chromophobe Renal Cell Carcinoma and Renal Oncocytoma with High Accuracy
por: Kriegsmann, Mark, et al.
Publicado: (2020)

Clinical significance of pancreatic intraepithelial neoplasia in resectable pancreatic cancer on survivals
por: Yu, Da-Young, et al.
Publicado: (2018)

Distinct pathophysiological cytokine profiles for discrimination between autoimmune pancreatitis, chronic pancreatitis, and pancreatic ductal adenocarcinoma
por: Ghassem-Zadeh, Sahar, et al.
Publicado: (2017)

Development of Pancreatic Ductal Adenocarcinoma Associated with Intraductal Papillary Mucinous Neoplasia
por: Inui, Kazuo, et al.
Publicado: (2011)

Prognostic Impact of PD-L1 Expression in pN1 NSCLC: A Retrospective Single-Center Analysis
por: Eichhorn, Florian, et al.
Publicado: (2021)

Role of Synaptophysin, Chromogranin and CD56 in adenocarcinoma and squamous cell carcinoma of the lung lacking morphological features of neuroendocrine differentiation: a retrospective large-scale study on 1170 tissue samples
por: Kriegsmann, Katharina, et al.
Publicado: (2021)

Presence of pancreatic intraepithelial neoplasia-3 in a background of chronic pancreatitis in pancreatic cancer patients
por: Hwang, In Kyeom, et al.
Publicado: (2015)

Expression of HMB45, MelanA and SOX10 is rare in non-small cell lung cancer
por: Kriegsmann, Mark, et al.
Publicado: (2018)

A Case of Pancreatic Intraepithelial Neoplasia That Was Difficult to Diagnose Preoperatively
por: Ito, Hiroyuki, et al.
Publicado: (2015)

Identification of KIAA1199 as a Biomarker for Pancreatic Intraepithelial Neoplasia
por: Suh, Han Na, et al.
Publicado: (2016)

Epithelial-to-Mesenchymal Transition in Pancreatic Ductal Adenocarcinoma and Pancreatic Tumor Cell Lines: The Role of Neutrophils and Neutrophil-Derived Elastase
por: Große-Steffen, Thomas, et al.
Publicado: (2012)

Prostatic intraepithelial neoplasia-like ductal prostatic adenocarcinoma: A case suitable for active surveillance?
por: Rais-Bahrami, Soroush, et al.
Publicado: (2017)

Molecular Biomarkers of Pancreatic Intraepithelial Neoplasia and Their Implications in Early Diagnosis and Therapeutic Intervention of Pancreatic Cancer
por: Guo, Junli, et al.
Publicado: (2016)

Pancreatic intraepithelial neoplasia with carcinoma in situ with repeated distally localized pancreatitis: a case report
por: Tanji, Yoshiaki, et al.
Publicado: (2022)

RBPJ Deficiency Sensitizes Pancreatic Acinar Cells to KRAS-Mediated Pancreatic Intraepithelial Neoplasia Initiation
por: Pan, Leiling, et al.
Publicado: (2023)

Widespread Activation of the DNA Damage Response in Human Pancreatic Intraepithelial Neoplasia
por: Koorstra, Jan-Bart M., et al.
Publicado: (2009)

Expression of chosen cell cycle and proliferation markers in pancreatic intraepithelial neoplasia
por: Zińczuk, Justyna, et al.
Publicado: (2018)

Pancreatic Ductal Adenocarcinoma Associated with Autoimmune Pancreatitis
por: Pezzilli, Raffaele, et al.
Publicado: (2011)

Early diagnosis of pancreatic cancer: neutrophil gelatinase-associated lipocalin as a marker of pancreatic intraepithelial neoplasia
por: Moniaux, N, et al.
Publicado: (2008)

Mutation analysis by deep sequencing of pancreatic juice from patients with pancreatic ductal adenocarcinoma
por: Choi, Man Hung, et al.
Publicado: (2019)

Mimics of pancreatic ductal adenocarcinoma
por: Al-Hawary, Mahmoud M., et al.
Publicado: (2013)

Pancreatic ductal adenocarcinoma staging
por: Al-Hawary, Mahmoud M., et al.
Publicado: (2013)

Cannot write session to /tmp/vufind_sessions/sess_f0phoflie4q68vh7mn3fu8qv2q