Constantinos Loukas

ResearcherID Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Convolutional Neural Network

High Resolution Mass Spectrometry

Top Venues

The international journal of medical robotics + computer assisted surgery : MRCAS

Bioengineering (Basel, Switzerland)

Surgical endoscopy

Journal of magnetic resonance imaging : JMRI

This page only lists publications with an associated author ORCID identifier.

Publications

Constantinos Loukas, Ioannis Seimenis, Konstantina Prevezanou, Dimitrios Schizas
Prediction of remaining surgery duration in laparoscopic videos based on visual saliency and the transformer network. The international journal of medical robotics + computer assisted surgery : MRCAS 20 (2) (2024)
Constantinos Loukas, Athanasios Gazis, Dimitrios Schizas
Multiple instance convolutional neural network for gallbladder assessment from laparoscopic images. The international journal of medical robotics + computer assisted surgery : MRCAS 18 (6) (2022)
Athanasios Gazis, Pantelis Karaiskos, Constantinos Loukas
Surgical Gesture Recognition in Laparoscopic Tasks Based on the Transformer Network and Self-Supervised Learning. Bioengineering (Basel, Switzerland) 9 (12) (2022)
Athanasios Gazis, Pantelis Karaiskos, Constantinos Loukas
Surgical Gesture Recognition in Laparoscopic Tasks Based on the Transformer Network and Self-Supervised Learning. Bioengineering (Basel, Switzerland) 9 (12) (2022)
Constantinos Loukas, Nikolaos L Kelekis
Editorial for "MRI-Based Multiple Instance Convolutional Neural Network (MICNN) for Increased Accuracy in the Differentiation of Borderline and Malignant Epithelial Ovarian Tumors". Journal of magnetic resonance imaging : JMRI (2021)
Panagiotis Marentakis, Pantelis Karaiskos, Vassilis Kouloulias, Nikolaos Kelekis, Stylianos Argentos, Nikolaos Oikonomopoulos, Constantinos Loukas
Lung cancer histology classification from CT images based on radiomics and deep learning models. Medical & biological engineering & computing 59 (1) (2021)
Georgios Kourelis, Meletios A Kanakis, Constantinos Loukas, Felicia Kakava, Konstantinos Kyriakoulis, Dimitrios Bobos, Sotiria Apostolopoulou, Spyridon Rammos, Nikolaos Giannopoulos
Efficiency and Safety of Patent Ductus Arteriosus Surgical Ligation in Extremely Low Birth Weight Infants Without Chest Tube Placement. Journal of pediatric intensive care 12 (4) (2021)
Constantinos Loukas, Maximos Frountzas, Dimitrios Schizas
Patch-based classification of gallbladder wall vascularity from laparoscopic images using deep learning. International journal of computer assisted radiology and surgery 16 (1) (2020)
Constantinos Loukas, Nicholas P Sgouros
Multi-instance multi-label learning for surgical image annotation. The international journal of medical robotics + computer assisted surgery : MRCAS 16 (2) (2019)
Vasileios Lahanas, Constantinos Loukas, Konstantinos Georgiou, Hani Lababidi, Dania Al-Jaroudi
Virtual reality-based assessment of basic laparoscopic skills using the Leap Motion controller. Surgical endoscopy 31 (12) (2017)
Constantinos Loukas
Video content analysis of surgical procedures. Surgical endoscopy 32 (2) (2017)
Nicholas P Sgouros, Constantinos Loukas, Vassiliki Koufi, Theodore G Troupis M D Ph D, Evangelos D Georgiou
An automated skills assessment framework for laparoscopic training tasks. The international journal of medical robotics + computer assisted surgery : MRCAS 14 (1) (2017)