Panagiotis N. Smyrlis

11 papers B 2C 1Journal 2Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
From Pixels to Prognosis: Deep Learning Methods in Abdominal Aortic Aneurysm Imaging.
IEEE Access
Aimilia Ntetska, Panagiotis N. Smyrlis, Foteini Dimaraki, Katerina D. Tzimourta, Markos G. Tsipouras, Pantelis Angelidis
2025 J jnl
X-Balloon: A cloud-based platform for annotation and reinforced deep learning in digital pathology images.
SoftwareX
Odysseas Tsakai, Andreas Miltiadous, Panagiotis N. Smyrlis, Alexandros T. Tzallas, Markos G. Tsipouras, Nikolaos Giannakeas
2024 — conf
Aorta localization in Computed Tomography images: A YoloV9 segmentation approach.
SEEDA-CECNSM
Panagiotis N. Smyrlis, Gabriela R. Stancu, Foteini Dimaraki, Aimilia Ntetska, Thomai Karamitsou, Katerina D. Tzimourta, Markos G. Tsipouras, Pantelis Angelidis
2024 — conf
Yolov9 models for cancer detection in biopsy images: segmentation on pan-cancer data.
SEEDA-CECNSM
Panagiotis N. Smyrlis, Aimilia Ntetska, Thomai Karamitsou, Foteini Dimaraki, Katerina D. Tzimourta, Pantelis Angelidis, Markos G. Tsipouras
2023 — conf
A Comparative Testing of Yolov8-Based Algorithm for Cancer Biopsy Images: Case Study on Pannuke Pan-Cancer Dataset.
SEEDA-CECNSM
Panagiotis N. Smyrlis, Odysseas Tsakai, Konstantinos Vogklis, Nikolaos Giannakeas, Alexandros T. Tzallas, George F. Fragulis, Markos G. Tsipouras
2023 — conf
A Novel Approach for Cancer Image Segmentation.
BIBM
Panagiotis N. Smyrlis, Konstantinos Vogklis, Odysseas Tsakai, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras
2023 — conf
Deep-in-Biopsies: AI-supported biopsy image processing for accurate pathology diagnosis and staging.
BIBM
Odysseas Tsakai, Panagiotis N. Smyrlis, Nikolaos S. Katertsidis, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras
2019 C conf
Automated Assessment of Pain Intensity Based on EEG Signal Analysis.
BIBE
Panagiotis A. Bonotis, Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, Alexandros T. Tzallas, Nikolaos Giannakeas, Evripidis Glavas, Markos G. Tsipouras
2018 B conf
Random Forests with Stochastic Induction of Decision Trees.
ICTAI
Markos G. Tsipouras, Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, Nikolaos Giannakeas, Alexandros T. Tzallas
2017 B conf
Automated Collagen Proportional Area Extraction in Liver Biopsy Images Using a Novel Classification via Clustering Algorithm.
CBMS
Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, Markos G. Tsipouras, Dimitrios G. Tsalikakis, Nikolaos Giannakeas, Alexandros T. Tzallas, Pinelopi Manousou
2017 — conf
Parallelization and energy evaluation of interframe compression technique for video images - QSDPCM.
PATMOS
Panagiotis N. Smyrlis, Dimosthenis C. Tsouros, Minas Dasygenis