Panagiotis N. Smyrlis

11 papers B 2C 1Journal 2Unranked 6

Year	Rank	Type	Title / 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