Publications

Displaying items 91-105 of 222 in total
Let Me DeCode You: Decoder Conditioning with Tabular Data
Printed Conference manuscript

Authors: Tomasz Szczepański, Michal K. Grzeszczyk, Szymon Płotka, (many others), Przemysław Korzeniowski

Research groups: Medical Imaging and Robotics

Explainable Graph Neural Networks for EEG Classification and Seizure Detection in Epileptic Patients
Printed Conference manuscript

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

Research groups: Computational Neuroscience

Transfer Learning Approach for Predicting Protein Thermostability
Printed Conference manuscript

Authors: Online ISBN: 978-3-031-63759-9

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: Online ISBN: 978-3-031-63772-8

Research groups: Extreme-Scale Data and Computing

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

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

Research groups: Computational Neuroscience

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

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

Research groups: Computational Neuroscience

MISS: Multiclass Interpretable Scoring Systems
Printed Conference manuscript

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

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

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

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: Monika Pytlarz, Kamil Wojnicki, Paulina Pilanc, Bożena Kamińska, Alessandro Crimi

Research groups: Computational Neuroscience

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

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

Research groups: Computational Neuroscience

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

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

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: Yousef Khan, Ahmed Abdeen Hamed

Research groups: other

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

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

Research groups: Computational Neuroscience

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

Authors: Duller S, Vrbancic S, Szydłowski Ł, Mahnert A, Blohs M, Predl M, Kumpitsch C, Zrim V, Högenauer C, Kosciolek T, Schmitz RA

Research groups: Structural and Functional Genomics Group