Publications

Displaying items 106-120 of 236 in total
Explainable Graph Neural Networks for EEG Classification and Seizure Detection in Epileptic Patients
Printed Conference manuscript

Authors: Mazurek, Szymon; Blanco, Rosmary; Falcó-Roget, Joan; Crimi, Alessandro

Research groups: Computational Neuroscience

EsmTemp - Transfer Learning Approach for Predicting Protein Thermostability
Printed Conference manuscript

Authors: Sułek, Adam; Jonczyk, Jakub; Orzechowski, Patryk; Hamed, Ahmed Abdeen; Wodziński, Marek

Research groups: No, Structural and Functional Genomics Group

Local Sensitivity Analysis of a Closed-Loop in silico Model of the human baroregulation
Printed Conference manuscript

Authors: Tlałka, Karolina; Saxton, Harry; Halliday, Ian ; Xu, Xu; Taylor, Daniel; Narracott, Andrew J.; Malawski, Maciej

Research groups: Extreme-Scale Data and Computing

Leveraging graph neural network for explainable EEG classification in epileptic patients
Printed Conference manuscript

Authors: Mazurek, Szymon; Blanco, Rosmary; Falcó-Roget, Joan; Crimi, Alessandro

Research groups: Computational Neuroscience

Investigation of Energy-efficient AI Model Architectures and Compression Techniques for Green Fetal Brain Segmentation
Printed Conference manuscript

Authors: Mazurek, Szymon; Pytlarz, Monika; Malec, Sylwia; Crimi, Alessandro

Research groups: Computational Neuroscience

MISS: Multiclass Interpretable Scoring Systems
Printed Conference manuscript

Authors: Grzeszczyk, Michal K.; Trzciński, Tomasz; Sitek, Arkadiusz

Research groups: Medical Imaging and Robotics

MICCAI-CDMRI 2023 QuantConn Challenge Findings on Achieving Robust Quantitative Connectivity through Harmonized Preprocessing of Diffusion MRI
Printed Journal article

Authors: Newlin, Nancy R.; Schilling, Kurt; Koudoro, Serge; Chandio, Bramsh Qamar; Kanakaraj, Praitayini; Moyer, Daniel; Kelly, Claire E.; Genc, Sila; Chen, Jian; Yang, Joseph Yuan-Mou; Wu, Ye; He, Yifei; Zhang, Jiawei; Zeng, Qingrun; Zhang, Fan; Adluru, Nagesh; Nath, Vishwesh; Pathak, Sudhir; Schneider, Walter; Gade, Anurag; Rathi, Yogesh; Hendriks, Tom; Vilanova, Anna; Chamberland, Maxime; Pieciak, Tomasz; Ciupek, Dominika; Vega, Antonio Tristan; Aja-Fernandez, Santiago; Malawski, Maciej; ...

Research groups: Extreme-Scale Data and Computing

Real-time placental vessel segmentation in fetoscopic laser surgery for Twin-to-Twin Transfusion Syndrome
Printed Journal article

Authors: Płotka, Szymon; Szczepański, Tomasz; Szenejko, Paula; Korzeniowski, Przemysław; Calvo, Jesús Rodriguez; Khalil, Asma; Shamshirsaz, Alireza; Brawura-Biskupski-Samaha, Robert; Išgum, Ivana; Sánchez, Clara I.; Sitek, Arkadiusz

Research groups: Medical Imaging and Robotics

Deep Learning Glioma Grading with the Tumor Microenvironment Analysis Protocol for Comprehensive Learning, Discovering, and Quantifying Microenvironmental Features
Printed Journal article

Authors: Pytlarz, Monika; Wojnicki, Kamil; Pilanc, Paulina; Kaminska, Bozena; Crimi, Alessandro

Research groups: Computational Neuroscience

Neural networks associated with eye movements in congenital blindness
Printed Journal article

Authors: Koba, Cemal; Crimi, Alessandro; Collignon, Olivier; Ricciardi, Emiliano; Hasson, Uri

Research groups: Computational Neuroscience

Sensitivity Analysis of Closed-Loop One-Chamber and Four-Chamber Models with Baroreflex
Printed Journal article

Authors: Tlałka, Karolina; Saxton, Harry; Halliday, Ian ; Xu, Xu; Taylor, Daniel; Narracott, Andrew J.; Malawski, Maciej

Research groups: Extreme-Scale Data and Computing

Reinforcement Explainability of ChatGPT Prompts by Embedding Breast Cancer Self-Screening Rules into AI Responses
Printed Conference manuscript

Authors: Khan, Yousef; Hamed, Ahmed Abdeen

Research groups: other

Quaternion double random phase encoding for privacy-preserving cancelable biometrics
Printed Journal article

Authors: Nasr, Mahmoud; Piórkowski, Adam; El-Samie, Fathi E. Abd

Research groups: Computational Neuroscience

Targeted isolation of Methanobrevibacter strains from fecal samples expands the cultivated human archaeome
Printed Journal article

Authors: S, Duller; S, Vrbancic; Szydlowski, Lukasz M.; A, Mahnert; M, Blohs; M, Predl; C, Kumpitsch; V, Zrim; C, Högenauer; Kościółek, Tomasz; RA, Schmitz

Research groups: Structural and Functional Genomics Group

HiLoTEL: Virtual Reality Robot Interface-Based Human-in-the-Loop Task Execution and Learning in the Physical World Through Its Digital Twin.
Printed Conference manuscript

Authors: Ergogo, Amanuel; Dall’Alba, Diego; Korzeniowski, Przemysław

Research groups: Medical Imaging and Robotics