Automated Collagen Proportional Area Extraction in Liver Biopsy Images Using a Novel Classification via Clustering Algorithm. - Dimosthenis C. Tsouros; Panagiotis N. Smyrlis; Markos G. Tsipouras; Dimitrios G. Tsalikakis; Nikolaos Giannakeas; Alexandros T. Tzallas; Pinelopi Manousou (CBMS, 2017)

Parallelization and energy evaluation of interframe compression technique for video images - QSDPCM. - Panagiotis N. Smyrlis; Dimosthenis C. Tsouros; Minas Dasygenis (PATMOS, 2017)

Random Forests with Stochastic Induction of Decision Trees. - Markos G. Tsipouras; Dimosthenis C. Tsouros; Panagiotis N. Smyrlis; Nikolaos Giannakeas; Alexandros T. Tzallas (ICTAI, 2018)

Automated Assessment of Pain Intensity Based on EEG Signal Analysis. - Panagiotis A. Bonotis; Dimosthenis C. Tsouros; Panagiotis N. Smyrlis; Alexandros T. Tzallas; Nikolaos Giannakeas; Evripidis Glavas; Markos G. Tsipouras (BIBE, 2019)

A Novel Approach for Cancer Image Segmentation. - Panagiotis N. Smyrlis; Konstantinos Vogklis; Odysseas Tsakai; Alexandros T. Tzallas; Nikolaos Giannakeas; Markos G. Tsipouras (BIBM, 2023)

Deep-in-Biopsies: AI-supported biopsy image processing for accurate pathology diagnosis and staging. - Odysseas Tsakai; Panagiotis N. Smyrlis; Nikolaos S. Katertsidis; Alexandros T. Tzallas; Nikolaos Giannakeas; Markos G. Tsipouras (BIBM, 2023)

A Comparative Testing of Yolov8-Based Algorithm for Cancer Biopsy Images: Case Study on Pannuke Pan-Cancer Dataset. - Panagiotis N. Smyrlis; Odysseas Tsakai; Konstantinos Vogklis; Nikolaos Giannakeas; Alexandros T. Tzallas; George F. Fragulis; Markos G. Tsipouras (SEEDA-CECNSM, 2023)

Yolov9 models for cancer detection in biopsy images: segmentation on pan-cancer data. - Panagiotis N. Smyrlis; Aimilia Ntetska; Thomai Karamitsou; Foteini Dimaraki; Katerina D. Tzimourta; Pantelis Angelidis 001; Markos G. Tsipouras (SEEDA-CECNSM, 2024)

Aorta localization in Computed Tomography images: A YoloV9 segmentation approach. - Panagiotis N. Smyrlis; Gabriela R. Stancu; Foteini Dimaraki; Aimilia Ntetska; Thomai Karamitsou; Katerina D. Tzimourta; Markos G. Tsipouras; Pantelis Angelidis 001 (SEEDA-CECNSM, 2024)

X-Balloon: A cloud-based platform for annotation and reinforced deep learning in digital pathology images. - Odysseas Tsakai; Andreas Miltiadous; Panagiotis N. Smyrlis; Alexandros T. Tzallas; Markos G. Tsipouras; Nikolaos Giannakeas (SoftwareX, 2025)