Kasikrit Damkliang, Paramee Thongsuksai, Thakerng Wongsirichot, and Kanita Kayasut

Prostate cancer is a major global health challenge. In this study, we present an approach for the detection and grading of prostate cancer through the semantic segmentation of adenocarcinoma tissues, specifically focusing on distinguishing between Gleason patterns 3 and 4. Our method leverages deep learning techniques to improve diagnostic accuracy and enhance patient treatment strategies. We developed a new dataset comprising 100 digitized whole-slide images of prostate needle core biopsy specimens, which are publicly available for research purposes.

DOI Link: 
10.21227/jy12-2c41
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Dataset Files

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[1] Kasikrit Damkliang, Paramee Thongsuksai, Kanita Kayasut, Thakerng Wongsirichot, "Dataset for Detection and Score Grading for Prostate Adenocarcinoma using Semantic Segmentation", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/10.21227/jy12-2c41. Accessed: Dec. 26, 2024.
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doi = {10.21227/jy12-2c41},
url = {http://dx.doi.org/10.21227/jy12-2c41},
author = {Kasikrit Damkliang; Paramee Thongsuksai; Kanita Kayasut; Thakerng Wongsirichot },
publisher = {IEEE Dataport},
title = {Dataset for Detection and Score Grading for Prostate Adenocarcinoma using Semantic Segmentation},
year = {2024} }
TY - DATA
T1 - Dataset for Detection and Score Grading for Prostate Adenocarcinoma using Semantic Segmentation
AU - Kasikrit Damkliang; Paramee Thongsuksai; Kanita Kayasut; Thakerng Wongsirichot
PY - 2024
PB - IEEE Dataport
UR - 10.21227/jy12-2c41
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Kasikrit Damkliang, Paramee Thongsuksai, Kanita Kayasut, Thakerng Wongsirichot. (2024). Dataset for Detection and Score Grading for Prostate Adenocarcinoma using Semantic Segmentation. IEEE Dataport. http://dx.doi.org/10.21227/jy12-2c41
Kasikrit Damkliang, Paramee Thongsuksai, Kanita Kayasut, Thakerng Wongsirichot, 2024. Dataset for Detection and Score Grading for Prostate Adenocarcinoma using Semantic Segmentation. Available at: http://dx.doi.org/10.21227/jy12-2c41.
Kasikrit Damkliang, Paramee Thongsuksai, Kanita Kayasut, Thakerng Wongsirichot. (2024). "Dataset for Detection and Score Grading for Prostate Adenocarcinoma using Semantic Segmentation." Web.
1. Kasikrit Damkliang, Paramee Thongsuksai, Kanita Kayasut, Thakerng Wongsirichot. Dataset for Detection and Score Grading for Prostate Adenocarcinoma using Semantic Segmentation [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/10.21227/jy12-2c41
Kasikrit Damkliang, Paramee Thongsuksai, Kanita Kayasut, Thakerng Wongsirichot. "Dataset for Detection and Score Grading for Prostate Adenocarcinoma using Semantic Segmentation." doi: 10.21227/jy12-2c41