Publications

Displaying items 106-120 of 227 in total
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

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

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

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: Khan, Yousef; Hamed, Ahmed Abdeen

Research groups: Computational Intelligence

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

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

Research groups: Computational Neuroscience

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

Authors: S, Duller; S, Vrbancic; Szydlowski, Lukasz M.; A, Mahnert; M, Blohs; M, Predl; C, Kumpitsch; V, Zrim; C, Högenauer; Kościółek, Tomasz; RA, Schmitz

Research groups: Structural and Functional Genomics Group

HiLoTEL: Virtual Reality Robot Interface-Based Human-in-the-Loop Task Execution and Learning in the Physical World Through Its Digital Twin.
Printed Conference manuscript

Authors: Ergogo, Amanuel; Dall’Alba, Diego; Korzeniowski, Przemysław

Research groups: Medical Imaging and Robotics

SARS-CoV-2 infectivity can be modulated through bacterial grooming of the glycocalyx
Printed Journal article

Authors: Martino, Cameron; Kellman, Benjamin P.; Sandoval, Daniel R.; Clausen, Thomas Mandel; Cooper, Robert; Benjdia, Alhosna; Soualmia, Feryel; Clark, Alex E.; Garretson, Aaron F.; Marotz, Clarisse A.; Song, Se Jin; Wandro, Stephen; Zaramela, Livia S.; Salido, Rodolfo A.; QiyunZhu, Erick Armingol; Vázquez-Baeza, Yoshiki; McDonald, Daniel; Sorrentino, James T.; Taylor, Bryn; Belda-Ferre, Pedro; Das, Promi; Ali, Farhana; Liang, Chenguang; Zhang, Yujie; Schifanella, Luca; Covizzi, Alice; Lai, Alessia; Riva, Agostino; Basting, Christopher; AnnBroedlow, Courtney; Havulinna, Aki S.; Jousilahti, Pekka; Estaki, Mehrbod; Kościółek, Tomasz; Kuplicki, Rayus; Victor, Teresa A.; Paulus, Martin P.; Savage, Kristen E.; Benbow, Jennifer L.; Spielfogel, Emma S.; Anderson, Cheryl A. M.; Martinez, Maria Elena; Lacey, James V.; Jr, Shi Huang; NiinaHaiminen, Laxmi Parida; Kim, Ho-Cheol; Gilbert, Jack A.; Sweeney, Daniel A.; Allard, Sarah M.; Swafford, Austin D.; Cheng, Susan; MichaelInoyue, Teemu Niiranen; Jain, Mohit; Salomaa, Veikko; Zengler, Karsten; Klatt, Nichole R.; Hasty, Jeff; Berteau, Olivier; Carlin, Aaron F.; Esko, Jeffrey D.; Lewis, Nathan E.; Knight, Rob

Research groups: Structural and Functional Genomics Group

Effects of data transformation and model selection on feature importance in microbiome classification data
Printed Journal article

Authors: Karwowska, Zuzanna; Aasmets, Oliver; Estonian Biobank research team; Kościółek, Tomasz; Org, Elin

Research groups: Structural and Functional Genomics Group

Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results
Printed Journal article

Authors: Payette, Kelly; Steger, Céline; Licandro, Roxane; de Dumast, Priscille; Li, Hongwei Bran; Barkovich, Matthew; Li, Liu; Dannecker, Maik; Chen, Chen; Ouyang, Cheng; McConnell, Niccolò; Miron, Alina; Li, Yongmin; Uus, Alena; Grigorescu, Irina; Gilliland, Paula Ramirez; Siddiquee, Md Mahfuzur Rahman; Xu, Daguang; Myronenko, Andriy; Wang, Haoyu; Huang, Ziyan; Ye, Jin; Alenyà, Mireia; Comte, Valentin; Camara, Oscar; Masson, Jean-Baptiste; Nilsson, Astrid; Godard, Charlotte; Mazher, Moona; Qayyum, Abdul; Gao, Yibo; Zhou, Hangqi; Gao, Shangqi; Fu, Jia; Dong, Guiming; Wang, Guotai; Rieu, ZunHyan; Yang, HyeonSik; Lee, Minwoo; Płotka, Szymon; Grzeszczyk, Michal K.; Sitek, Arkadiusz; Daza, Luisa Vargas; Usma, Santiago; Arbelaez, Pablo; Lu, Wenying; Zhang, Wenhao; Liang, Jing; Valabregue, Romain; Joshi, Anand A.; Nayak, Krishna N.; Leahy, Richard M.; Wilhelmi, Luca; Dändliker, Aline; Ji, Hui; Gennari, Antonio G.; Jakovčić, Anton; Klaić, Melita; Adžić, Ana; Marković, Pavel; Grabarić, Gracia; Kasprian, Gregor; Dovjak, Gregor; Rados, Milan; Vasung, Lana; Cuadra, Meritxell Bach; Jakab, Andras

Research groups: Medical Imaging and Robotics

Transcriptomic profiling of “brain-eating amoeba” Naegleria fowleri infection in mice: the host and the protozoa perspectives
Printed Journal article

Authors: Guerlais, V.; Allouch, N.; Moseman, E. A.; Wojciechowska, Alicja W.; Wojciechowski, Jakub W.; Marcelino, I

Research groups: Structural and Functional Genomics Group