Publications

Displaying items 226-240 of 241 in total
Data reconstruction from machine learning models via inverse estimation and Bayesian inference
Printed Conference manuscript

Authors: Hartoyo, Agus; Ciupek, Dominika; Malawski, Maciej; Crimi, Alessandro

Research groups: Computational Neuroscience, Extreme-Scale Data and Computing

Decentralized approaches for Autonomous Vehicles Coordination
Printed Journal article

Authors: Gherardini, Luca; Cabri, G.; Montangero, M.

Research groups: Computational Intelligence

Investigating the Interaction Between EEG and fNIRS: A Multimodal Network Analysis of Brain Connectivity
Printed Journal article

Authors: Blanco, Rosmary; Koba, Cemal; Crimi, Alessandro

Research groups: Computational Neuroscience

Taxonomy of acute stroke: imaging, processing, and treatment
Printed Journal article

Authors: Nowiński, Wieslaw L.

Research groups: Senior Researchers

Storage estimation in morphology modeling of the human whole brain at the nanoscale
Printed Journal article

Authors: Nowiński, Wieslaw L.

Research groups: Senior Researchers

Deep learning fetal ultrasound video model match human observers in biometric measurements
Printed Journal article

Authors: Płotka, Szymon; Klasa, Adam; Lisowska, Aneta; Seliga-Siwecka, Joanna; Lipa, Michał; Trzciński, Tomasz; Sitek, Arkadiusz

Research groups: Medical Imaging and Robotics

Stratifying risk of disease in haematuria patients using machine learning techniques to improve diagnostics
Printed Journal article

Authors: Drozdz, Anna; Duggan, Brian; Ruddock, Mark W.; Reid, Cherith N.; Kurth, Mary Jo; Watt, Joanne; Irvine, Allister; Lamont, John; Fitzgerald, Peter; O’Rourke, Declan; Curry, David; Evans, Mark; Boyd, Ruth; Sousa, Jose

Research groups: Computational Intelligence

Reshaped functional connectivity gradients in acute ischemic stroke
Printed Journal article

Authors: Koba, Cemal; Falcó-Roget, Joan; Crimi, Alessandro

Research groups: Computational Neuroscience

Signature genes selection and functional analysis of Astrocytoma phenotypes: a comparative study
Printed Journal article

Authors: Drozdz, Anna; McInerney, Caitriona E.; Prise, Kevin M.; Spence, Veronica J.; Sousa, Jose

Research groups: Computational Intelligence

SaNDA: a Small and iNcomplete Dataset Analyser
Printed Journal article

Authors: Ibias, Alfredo; Varma, Varun Ravi; Capała, Karol; Gherardini, Luca; Sousa, Jose

Research groups: Computational Intelligence

Functional and structural reorganization in brain tumors: a machine learning approach using desynchronized functional oscillations
Printed Journal article

Authors: Falcó-Roget, Joan; Sambataro, F.; Cacciola, Alberto; Crimi, Alessandro

Research groups: Computational Neuroscience

Adaptation to space conditions of novel bacterial species isolated from the International Space Station revealed by functional gene annotations and comparative genome analysis
Printed Journal article

Authors: Szydlowski, Lukasz M.; Bulbul, Alper A.; Simpson, Anna C.; Kaya, Deniz E.; Singh, Nitin K.; Sezerman, Ugur O.; Łabaj, Paweł P.; Kościółek, Tomasz; Venkateswaran, Kasthuri J.

Research groups: Structural and Functional Genomics Group

A non-local diffusion magnetic resonance imaging tract density biomarker to stratify, predict, and interpret survival rates in human glioblastoma
Printed Journal article

Authors: Falcó-Roget, Joan; Basile, Gianpaolo Antonio; Janus, Anna; Lillo, Sara; Politi, Letterio Salvatore; Argasiński, Jan K.; Cacciola, Alberto

Research groups: Computational Neuroscience

Prediction of misfolded proteins spreading in Alzheimer’s disease using machine learning and spreading models
Printed Journal article

Authors: Gherardini, Luca; Pestka, Aleksandra; Pini, Lorenzo; Crimi, Alessandro

Research groups: Computational Neuroscience

Large protein databases reveal structural complementarity and functional locality
Printed Journal article

Authors: Szczerbiak, Paweł; Szydlowski, Lukasz M.; Wydmański, Witold; Renfrew, P Douglas; Leman, Julia Koehler; Kościółek, Tomasz

Research groups: Structural and Functional Genomics Group