Publications

Displaying items 91-105 of 227 in total
Explainable AI for Allergy Diagnosis: A CACTUS Framework to Address Doctor Variability
Printed Conference manuscript

Authors: Gherardini, Luca; Tworek, Paulina; Szczypka, Maja; Khan, Yousef; Mikołajczyk, Marek; Lewandowski, Roman; Sousa, Jose

Research groups: Computational Intelligence

Stability of Machine Learning Predictive Features under Limited Data
Printed Journal article

Authors: Capała, Karol; Tworek, Paulina; Sousa, Jose

Research groups: Computational Intelligence

SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models
Printed Conference manuscript

Authors: Martyniak, Sabina; Kaleta, Joanna; Dall’Alba, Diego; Naskręt, Michał; Płotka, Szymon; Korzeniowski, Przemysław

Research groups: Medical Imaging and Robotics

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

Authors: Hartoyo, Agus; Argasiński, Jan K.; Trenk, Aleksandra; Przybylska, Kinga; Blasiak, Anna; Crimi, Alessandro

Research groups: Computational Neuroscience

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

Authors: Dall’Alba, Diego; Naskręt, Michał; Kamińska, Sabina ; Korzeniowski, Przemysław

Research groups: Medical Imaging and Robotics

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

Authors: Argasiński, Jan K.; Baliga-Nicholson, Katarzyna; Partyka, Anna; Pilch, Kamil; Falcó-Roget, Joan

Research groups: Computational Neuroscience

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: 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