Publications

Displaying items 76-90 of 215 in total
Direct estimation of fetal biometry measurements from ultrasound video scans through deep learning
Printed Journal article

Authors: Szymon Płotka, Karol Pustelnik, Paula Szenejko, Kinga Żebrowska, Iga Rzucidło-Szymańska, Natalia Szymecka-Samaha, Tomasz Łęgowik, Katarzyna Kosińska-Kaczyńska, Przemysław Korzeniowski, Piotr Biliński, Asma Khalil, Robert Brawura-Biskupski-Samaha, Ivana Išgum, Clara I Sánchez, Arkadiusz Sitek

Research groups: Medical Imaging and Robotics

Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification on health datasets
Printed Journal article

Authors: Agus Hartoyo, Jan Argasinski, Aleksandra Trenk, Kinga Przybylska, Anna Blasiak, Alessandro Crimi

Research groups: Computational Neuroscience

FF-SRL: High performance GPU-based surgical simulation for robot learning
Printed Conference manuscript

Authors: D. Dall’Alba, M. Naskręt, S.Kamińska, P. Korzeniowski

Research groups: Medical Imaging and Robotics

Disrupting scientific podcasts. Prototype and blueprints for an ergodic neuroscientific talk
Printed Journal article

Authors: Jan K. Argasinski, Katarzyna Baliga-Nicholson, Anna Partyka, Kamil Pilch, Joan Falco-Roget

Research groups: Computational Neuroscience, other

The Next-Gen Federated Search Architecture for Biomedical Knowledge repositories - The LIT-FED-SEARCH Engine
Printed Journal article

Authors: Filip Katulski, Maciej Malawski

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: Jakub Klimczak & Ahmed Abdeen Hamed

Research groups: other

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

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

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: Michal K. Grzeszczyk, Przemysław Korzeniowski, (many others)

Research groups: Medical Imaging and Robotics

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: No, 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