Histopathological characterization of colorectal polyps allows to tailor patients' management and follow up with the ultimate aim of avoiding or promptly detecting an invasive carcinoma. Colorectal polyps characterization relies on the histological analysis of tissue samples to determine the polyps malignancy and dysplasia grade. Deep neural networks achieve outstanding accuracy in medical patterns recognition, however they require large sets of annotated training images.

DOI Link: 
10.21227/9fsv-tm25
Links: 
UNITOPATHO, A LABELED HISTOPATHOLOGICAL DATASET FOR COLORECTAL POLYPS CLASSIFICATION AND ADENOMA DYSPLASIA GRADING
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[1] Luca Bertero, Carlo Alberto Barbano, Daniele Perlo, Enzo Tartaglione, Paola Cassoni, Marco Grangetto, Attilio Fiandrotti, Alessandro Gambella, Luca Cavallo, "UNITOPATHO", IEEE Dataport, 2021. [Online]. Available: http://dx.doi.org/10.21227/9fsv-tm25. Accessed: Dec. 03, 2023.
@data{9fsv-tm25-21,
doi = {10.21227/9fsv-tm25},
url = {http://dx.doi.org/10.21227/9fsv-tm25},
author = {Luca Bertero; Carlo Alberto Barbano; Daniele Perlo; Enzo Tartaglione; Paola Cassoni; Marco Grangetto; Attilio Fiandrotti; Alessandro Gambella; Luca Cavallo },
publisher = {IEEE Dataport},
title = {UNITOPATHO},
year = {2021} }
TY - DATA
T1 - UNITOPATHO
AU - Luca Bertero; Carlo Alberto Barbano; Daniele Perlo; Enzo Tartaglione; Paola Cassoni; Marco Grangetto; Attilio Fiandrotti; Alessandro Gambella; Luca Cavallo
PY - 2021
PB - IEEE Dataport
UR - 10.21227/9fsv-tm25
ER -
Luca Bertero, Carlo Alberto Barbano, Daniele Perlo, Enzo Tartaglione, Paola Cassoni, Marco Grangetto, Attilio Fiandrotti, Alessandro Gambella, Luca Cavallo. (2021). UNITOPATHO. IEEE Dataport. http://dx.doi.org/10.21227/9fsv-tm25
Luca Bertero, Carlo Alberto Barbano, Daniele Perlo, Enzo Tartaglione, Paola Cassoni, Marco Grangetto, Attilio Fiandrotti, Alessandro Gambella, Luca Cavallo, 2021. UNITOPATHO. Available at: http://dx.doi.org/10.21227/9fsv-tm25.
Luca Bertero, Carlo Alberto Barbano, Daniele Perlo, Enzo Tartaglione, Paola Cassoni, Marco Grangetto, Attilio Fiandrotti, Alessandro Gambella, Luca Cavallo. (2021). "UNITOPATHO." Web.
1. Luca Bertero, Carlo Alberto Barbano, Daniele Perlo, Enzo Tartaglione, Paola Cassoni, Marco Grangetto, Attilio Fiandrotti, Alessandro Gambella, Luca Cavallo. UNITOPATHO [Internet]. IEEE Dataport; 2021. Available from : http://dx.doi.org/10.21227/9fsv-tm25
Luca Bertero, Carlo Alberto Barbano, Daniele Perlo, Enzo Tartaglione, Paola Cassoni, Marco Grangetto, Attilio Fiandrotti, Alessandro Gambella, Luca Cavallo. "UNITOPATHO." doi: 10.21227/9fsv-tm25