Zakia Khatun
Zakia Khatun
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Conference paper
Journal article
Thesis
Date
2025
2024
2022
Assessing Neuromuscular System via Patellar Tendon Reflex Analysis using EMG in Healthy Individuals
This study explored how age, height, weight, and gender influence reflex response times in healthy individuals, providing a reference for future research on different neuromuscular conditions.
Zakia Khatun
,
Sara Kristinsdóttir
,
Arndís Thóra Thórisdóttir
,
Linda Björk Halldórsdóttir
,
Francesco Tortorella
,
Paolo Gargiulo
,
Thordur Helgason
DOI
Graph Echo State Network for MRI-based Tendon Pathology Classification
This study presents an end-to-end tendon pathology detection (classification) module utilizing a custom ankle MRI dataset comprising 76 subjects (45 healthy, 31 pathological). We propose a graph-based module that converts images into graph representations for classification.
Zakia Khatun
,
Halldór Jónsson Jr
,
Paolo Gargiulo
,
Francesco Tortorella
Beyond pixel Superpixel-based MRI Segmentation through Traditional Machine Learning and Graph Convolutional Network
This study proposes a comprehensive end-to-end tendon segmentation module composed of a preliminary superpixel-based coarse segmentation preceding the final segmentation task.
Zakia Khatun
,
Halldór Jónsson Jr
,
Mariella Tsirilaki
,
Nicola Maffulli
,
Francesco Oliva
,
Pauline Daval
,
Francesco Tortorella
,
Paolo Gargiulo
DOI
The Role of Muscle and Tendon in Predicting Cartilage Degeneration and Tendinopathy
This study is part of an EU-funded project called P4-FIT, whose aim is innovation in tendon repair. The main objective of this study was to understand the interplay between knee cartilage, quadriceps muscle, quadriceps tendon, and patellar tendon.
Zakia Khatun
,
Mariella Tsirilaki
,
Alessia Lindemann
,
Francesco Tortorella
,
Nicola Maffulli
,
Halldor Jonsson Jr
,
Paolo Gargiulo
DOI
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