Constantinos Loukas

14PUBLICATIONS
16CO-AUTHORS
Semi- and unsupervised learningApplied theatreContext learningDeep learningNeonatology
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Publications (14)

|Jul 27, 2026
Cross-Stream and Cross-Channel Attention Networks for Surgical Skill Classification in Open Surgery From Hand Kinematics.

|Sep 17, 2025
Egocentric video analysis for automated assessment of open surgical skills via deep learning.

Athanasios Gazis, Dimitrios Schizas, Stylianos Kykalos

|Mar 21, 2025
Prediction of remaining surgery duration based on machine learning methods and laparoscopic annotation data.

Spiros Kostopoulos, Dionisis Cavouras, Dimitris Glotsos

|Apr 17, 2024
Prediction of remaining surgery duration in laparoscopic videos based on visual saliency and the transformer network.

Constantinos Loukas, Ioannis Seimenis, Konstantina Prevezanou

|Nov 16, 2023
Efficiency and Safety of Patent Ductus Arteriosus Surgical Ligation in Extremely Low Birth Weight Infants Without Chest Tube Placement.

Georgios Kourelis, Meletios Kanakis, Constantinos Loukas

|Dec 23, 2022
Surgical Gesture Recognition in Laparoscopic Tasks Based on the Transformer Network and Self-Supervised Learning.

Athanasios Gazis, Pantelis Karaiskos, Constantinos Loukas

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Frequent Collaborators

5 joint publications

Dimitrios Schizas

3 joint publications

Athanasios Gazis

2 joint publications

Nicholas P Sgouros

2 joint publications

Stylianos Kykalos