Publications

Displaying items 106-120 of 241 in total
The Next-Gen Federated Search Architecture for Biomedical Knowledge repositories - The LIT-FED-SEARCH Engine
Printed Journal article

Authors: Katulski, Filip; Malawski, Maciej

Research groups: Extreme-Scale Data and Computing

Quantifying Similarity: Text-Mining Approaches to Evaluate ChatGPT and Google Bard Content in Relation to BioMedical Literature
Printed Conference manuscript

Authors: Klimczak, Jakub; Hamed, Ahmed Abdeen

Research groups: other

Optimizing STAR Aligner for High Throughput Computing in the Cloud
Printed Conference manuscript

Authors: Kica, Piotr; Lichołai, Sabina; Orzechowski, Michał; Malawski, Maciej

Research groups: Extreme-Scale Data and Computing, Scientific Programmers

TabMixer: Noninvasive Estimation of Mean Pulmonary Artery Pressure via Imaging and Tabular Data Mixing
Printed Conference manuscript

Authors: Grzeszczyk, Michal K.; Korzeniowski, Przemysław; ...

Research groups: Medical Imaging and Robotics

Let Me DeCode You: Decoder Conditioning with Tabular Data
Printed Conference manuscript

Authors: Szczepański, Tomasz; Grzeszczyk, Michal K.; Płotka, Szymon; Korzeniowski, Przemysław; ...

Research groups: Medical Imaging and Robotics

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