Cargando…

Detection of perineural invasion in prostate needle biopsies with deep neural networks

The presence of perineural invasion (PNI) by carcinoma in prostate biopsies has been shown to be associated with poor prognosis. The assessment and quantification of PNI are, however, labor intensive. To aid pathologists in this task, we developed an artificial intelligence (AI) algorithm based on d...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kartasalo, Kimmo, Ström, Peter, Ruusuvuori, Pekka, Samaratunga, Hemamali, Delahunt, Brett, Tsuzuki, Toyonori, Eklund, Martin, Egevad, Lars
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer Berlin Heidelberg 2022
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9226086/ https://www.ncbi.nlm.nih.gov/pubmed/35449363 http://dx.doi.org/10.1007/s00428-022-03326-3

Ejemplares similares

Interobserver reproducibility of perineural invasion of prostatic adenocarcinoma in needle biopsies
por: Egevad, Lars, et al.
Publicado: (2021)

Prognostic value of perineural invasion in prostate needle biopsies: a population-based study of patients treated by radical prostatectomy
por: Ström, Peter, et al.
Publicado: (2020)

Estimating diagnostic uncertainty in artificial intelligence assisted pathology using conformal prediction
por: Olsson, Henrik, et al.
Publicado: (2022)

The current status of renal cell carcinoma and prostate carcinoma grading
por: Delahunt, Brett, et al.
Publicado: (2018)

Intraductal carcinoma of the prostate: a critical re-appraisal
por: Varma, Murali, et al.
Publicado: (2019)

OpenPhi: an interface to access Philips iSyntax whole slide images for computational pathology
por: Mulliqi, Nita, et al.
Publicado: (2021)

Ductal and acinar components of mixed prostatic adenocarcinoma frequently have a common clonal origin
por: Lindh, Claes, et al.
Publicado: (2022)

The International Society of Urological Pathology Education web—a web-based system for training and testing of pathologists
por: Egevad, Lars, et al.
Publicado: (2019)

Identification of areas of grading difficulties in prostate cancer and comparison with artificial intelligence assisted grading
por: Egevad, Lars, et al.
Publicado: (2020)

Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge
por: Bulten, Wouter, et al.
Publicado: (2022)

The ISUP system of staging, grading and classification of renal cell neoplasia
por: Samaratunga, Hemamali, et al.
Publicado: (2014)

Prostate cancer grading, time to go back to the future
por: Egevad, Lars, et al.
Publicado: (2020)

Transcriptome-wide prediction of prostate cancer gene expression from histopathology images using co-expression-based convolutional neural networks
por: Weitz, Philippe, et al.
Publicado: (2022)

Analysis of spatial heterogeneity in normal epithelium and preneoplastic alterations in mouse prostate tumor models
por: Valkonen, Mira, et al.
Publicado: (2017)

Oncological and urinary outcomes following low‐dose‐rate brachytherapy with a median follow‐up of 11.8 years
por: Yaxley, William John, et al.
Publicado: (2022)

Perithyroidal Salivary Gland Acinic Cell Carcinoma: Morphological and Molecular Attributes of a Unique Lesion
por: Juhlin, C. Christofer, et al.
Publicado: (2020)

Virtual reality for 3D histology: multi-scale visualization of organs with interactive feature exploration
por: Liimatainen, Kaisa, et al.
Publicado: (2021)

Comparative analysis of tissue reconstruction algorithms for 3D histology
por: Kartasalo, Kimmo, et al.
Publicado: (2018)

Relationship Between Perineural Invasion in Prostate Needle Biopsy Specimens and Pathologic Staging After Radical Prostatectomy
por: Niroomand, Hassan, et al.
Publicado: (2016)

Spatial analysis of histology in 3D: quantification and visualization of organ and tumor level tissue environment
por: Ruusuvuori, Pekka, et al.
Publicado: (2022)

The importance of study design in the application of artificial intelligence methods in medicine
por: Eklund, Martin, et al.
Publicado: (2019)

Using deep learning to detect patients at risk for prostate cancer despite benign biopsies
por: Liu, Bojing, et al.
Publicado: (2022)

Prospective evaluation of 25-gauge Franseen needles for endoscopic ultrasound-guided fine-needle biopsy of solid pancreatic masses
por: Inoue, Tadahisa, et al.
Publicado: (2020)

Predicting Molecular Phenotypes from Histopathology Images: A Transcriptome-Wide Expression–Morphology Analysis in Breast Cancer
por: Wang, Yinxi, et al.
Publicado: (2021)

Primary tumour PSMA intensity is an independent prognostic biomarker for biochemical recurrence-free survival following radical prostatectomy
por: Roberts, Matthew J., et al.
Publicado: (2022)

Are Prostate Specific-Antigen (PSA) and age associated with the risk of ISUP Grade 1 prostate cancer? Results from 72 996 individual biopsy cores in 6 083 men from the Stockholm3 study
por: Palsdottir, Thorgerdur, et al.
Publicado: (2019)

External Validation of the Prostate Biopsy Collaborative Group Risk Calculator and the Rotterdam Prostate Cancer Risk Calculator in a Swedish Population-based Screening Cohort
por: Chandra Engel, Jan, et al.
Publicado: (2022)

Investigation of Neural Microenvironment in Prostate Cancer in Context of Neural Density, Perineural Invasion, and Neuroendocrine Profile of Tumors
por: Sigorski, Dawid, et al.
Publicado: (2021)

Sciatica Caused by Perineural Spread of Prostate Cancer
por: Katsumi, Shunsuke, et al.
Publicado: (2023)

Investigating association of perineural invasion on prostate biopsy with Gleason score upgrading at prostatectomy: A multi‐institutional analysis
por: Barsky, Andrew R., et al.
Publicado: (2020)

Lichen sclerosus presenting as an isolated bulbar urethral stricture
por: Attia, Arsany, et al.
Publicado: (2021)

The 2019 International Society of Urological Pathology (ISUP) Consensus Conference on Grading of Prostatic Carcinoma
por: van Leenders, Geert J.L.H., et al.
Publicado: (2020)

Construction of tissue microarrays from prostate needle biopsy specimens
por: Jhavar, S, et al.
Publicado: (2005)

High-density tissue microarrays from prostate needle biopsies
por: McCarthy, F, et al.
Publicado: (2010)

Needle biopsy
por: Deeley, Thomas J.
Publicado: (1974)

The Role of Perineural Invasion in Prostate Cancer and Its Prognostic Significance
por: Niu, Yuequn, et al.
Publicado: (2022)

A case of renal cell carcinoma with microscopic pulmonary tumor embolism proven by surgical lung biopsy
por: Katano, Takuma, et al.
Publicado: (2022)

Histopathologic Review of Previously Negative Prostatic Core Needle Biopsies Following a New Diagnosis of Adenocarcinoma of the Prostate by Core Needle Biopsies: Implications for Quality Assurance Programs
por: Patel, Jay, et al.
Publicado: (2008)

Optic perineuritis
por: Gupta, Sukriti, et al.
Publicado: (2021)

Drug-Eluting Biopsy Needle as a Novel Strategy for Antimicrobial Prophylaxis in Transrectal Prostate Biopsy
por: Sieczkowski, Marcin, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_rlo0erakgjo4pjbpdj17prgdii