Krzysztof Fujarewicz

According to our database, Krzysztof Fujarewicz authored at least 27 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Improving the Predictive Ability of Radiomics-Based Regression Survival Models Through Incorporating Multiple Regions of Interest.

Agata Malgorzata Wilk, Emilia Kozlowska, Damian Borys, Andrea D'Amico, Izabela Gorczewska, Iwona Debosz-Suwinska, Seweryn Galecki, Krzysztof Fujarewicz, Rafal Suwinski, Andrzej Swierniak

Proceedings of the Latest Developments and Challenges in Biomedical Engineering, 2023

System Modeling and Machine Learning in Prediction of Metastases in Lung Cancer.

Andrzej Swierniak, Emilia Kozlowska, Krzysztof Fujarewicz, Damian Borys, Agata Wilk, Jaroslaw Smieja, Rafal Suwinski

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022

Finding the Time-Dependent Virus Transmission Intensity via Gradient Method and Adjoint Sensitivity Analysis.

Krzysztof Lakomiec, Agata Wilk, Krzysztof Psiuk-Maksymowicz, Krzysztof Fujarewicz

Proceedings of the Information Technology in Biomedicine - 9th International Conference, 2022

Potential of Radiomics Features for Predicting Time to Metastasis in NSCLC.

Agata Wilk, Damian Borys, Krzysztof Fujarewicz, Andrea D'Amico, Rafal Suwinski, Andrzej Swierniak

Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

Machine Learning Approach to Predict Metastasis in Lung Cancer Based on Radiomic Features.

Krzysztof Fujarewicz, Agata Wilk, Damian Borys, Andrea D'Amico, Rafal Suwinski, Andrzej Swierniak

Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

2020

Biological Models' Parameter Estimation Based on Discrete Measurements and Adjoint Sensitivity Analysis.

Krzysztof Fujarewicz, Krzysztof Lakomiec

Proceedings of the Advanced, Contemporary Control - Proceedings of KKA 2020, 2020

Towards Personalized Radio-Chemotherapy - Learning from Clinical Data vs. Model Optimization.

Andrzej Swierniak, Jaroslaw Smieja, Krzysztof Fujarewicz, Rafal Suwinski

Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019

On Stability of Feature Selection Based on MALDI Mass Spectrometry Imaging Data and Simulated Biopsy.

Agata Wilk, Marta Gawin, Katarzyna Fratczak, Piotr Widlak, Krzysztof Fujarewicz

Proceedings of the Current Trends in Biomedical Engineering and Bioimages Analysis, 2019

BioTest - Remote Platform for Hypothesis Testing and Analysis of Biomedical Data.

Krzysztof Psiuk-Maksymowicz, Roman Jaksik, Aleksander Placzek, Aleksandra Gruca, Sebastian Student, Damian Borys, Dariusz Mrozek, Krzysztof Fujarewicz, Andrzej Swierniak

Proceedings of the Current Trends in Biomedical Engineering and Bioimages Analysis, 2019

Classification System for Multi-class Biomedical Data that Allows Different Data Fusion Strategies.

Sebastian Student, Krzysztof Lakomiec, Alicja Pluciennik, Wojciech Bensz, Krzysztof Fujarewicz

Proceedings of the Information Technology in Biomedicine, 2019

Integration Strategies of Cross-Platform Microarray Data Sets in Multiclass Classification Problem.

Sebastian Student, Alicja Pluciennik, Krzysztof Lakomiec, Agata Wilk, Wojciech Bensz, Krzysztof Fujarewicz

Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019

2018

Effects of Pharmacokinetics and DNA Repair on the Structure of Optimal Controls in a Simple Model of Radio-Chemotherapy.

Piotr Bajger, Krzysztof Fujarewicz, Andrzej Swierniak

Proceedings of the 23rd International Conference on Methods & Models in Automation & Robotics, 2018

Sensitivity Analysis of Biomedical Models Using Green's Function.

Krzysztof Lakomiec, Karolina Kurasz, Krzysztof Fujarewicz

Proceedings of the Information Technology in Biomedicine, 2018

Comparing Different Data Fusion Strategies for Cancer Classification.

Katarzyna Pojda, Michal Jakubczak, Sebastian Student, Andrzej Swierniak, Krzysztof Fujarewicz

Proceedings of the International Conference on Information Technology & Systems, 2018

Detection of Genetic Aberrations in Cancer Driving Signaling Pathways Based on Joint Analysis of Heterogeneous Genomics Data.

Roman Jaksik, Krzysztof Fujarewicz

Proceedings of the International Conference on Information Technology & Systems, 2018

Feature Selection Based on Logistic Regression for 2-Class Classification of Multidimensional Molecular Data.

Sebastian Student, Alicja Pluciennik, Michal Jakubczak, Krzysztof Fujarewicz

Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2018

2017

Scalability of a Genomic Data Analysis in the BioTest Platform.

Krzysztof Psiuk-Maksymowicz, Dariusz Mrozek, Roman Jaksik, Damian Borys, Krzysztof Fujarewicz, Andrzej Swierniak

Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017

Large-Scale Data Classification System Based on Galaxy Server and Protected from Information Leak.

Krzysztof Fujarewicz, Sebastian Student, Tomasz Zielanski, Michal Jakubczak, Justyna Pieter, Katarzyna Pojda, Andrzej Swierniak

Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017

2016

Prediction of Newborn Weight Using Questionnaire Data and Machine Learning Approach.

Justyna Pieter, Sebastian Student, Karolina Sobczyk, Krzysztof Fujarewicz

Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016

Application of Adjoint Sensitivity Analysis to Parameter Estimation of Age-Structured Model of Cell Cycle.

Michal Jakubczak, Krzysztof Fujarewicz

Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016

A Holistic Approach to Testing Biomedical Hypotheses and Analysis of Biomedical Data.

Krzysztof Psiuk-Maksymowicz, Aleksander Placzek, Roman Jaksik, Sebastian Student, Damian Borys, Dariusz Mrozek, Krzysztof Fujarewicz, Andrzej Swierniak

Proceedings of the Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery, 2016

2010

Planning identification experiments for cell signaling pathways: An NF?B case study.

Krzysztof Fujarewicz

Int. J. Appl. Math. Comput. Sci., 2010

2009

Class Prediction and Pattern Discovery in Microarray Data - Artificial Intelligence and Algebraic Methods.

Andrzej Swierniak, Krzysztof Fujarewicz, Krzysztof Simek, Michal Swierniak

Proceedings of the First Asian Conference on Intelligent Information and Database Systems, 2009

2007

Adjoint Systems for Models of Cell Signaling Pathways and their Application to Parameter Fitting.

Krzysztof Fujarewicz, Marek Kimmel, Tomasz Lipniacki, Andrzej Swierniak

IEEE ACM Trans. Comput. Biol. Bioinform., 2007

2004

Using SVD and SVM methods for selection, classification, clustering and modeling of DNA microarray data.

Krzysztof Simek, Krzysztof Fujarewicz, Andrzej Swierniak, Marek Kimmel, Barbara Jarzab, Malgorzata Wiench, Joanna Rzeszowska

Eng. Appl. Artif. Intell., 2004

Generalized Backpropagation through Time for Continuous Time Neural Networks and Discrete Time Measurements.

Krzysztof Fujarewicz, Adam Galuszka

Proceedings of the Artificial Intelligence and Soft Computing, 2004

2001

Gradient optimization of control law for counterflow heat exchanger.

Krzysztof Fujarewicz

Proceedings of the 6th European Control Conference, 2001