Krzysztof Fujarewicz

29 papers B 1Misc 3Journal 5Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Towards the use of multiple ROIs for radiomics-based survival modelling: Finding a strategy of aggregating lesions. Comput. Methods Programs Biomed. Agata Malgorzata Wilk, Andrzej Swierniak, Andrea D'Amico, Rafal Suwinski, Krzysztof Fujarewicz, Damian Borys
2024	J	`jnl`	Cytosine Methylation and Demethylation Model: Equilibrium Point and the Influence of Enzymes on Cytosine Forms Levels. SN Comput. Sci. Krzysztof Fujarewicz, Karolina Kurasz
2023	—	`conf`	Improving the Predictive Ability of Radiomics-Based Regression Survival Models Through Incorporating Multiple Regions of Interest. PCBBE Agata Malgorzata Wilk, Emilia Kozlowska, Damian Borys, Andrea D'Amico, Izabela Gorczewska, Iwona Debosz-Suwinska, Seweryn Galecki, Krzysztof Fujarewicz, Rafal Suwinski, Andrzej Swierniak
2023	—	`conf`	System Modeling and Machine Learning in Prediction of Metastases in Lung Cancer. BIOINFORMATICS Andrzej Swierniak, Emilia Kozlowska, Krzysztof Fujarewicz, Damian Borys, Agata Wilk, Jaroslaw Smieja, Rafal Suwinski
2022	—	`conf`	Finding the Time-Dependent Virus Transmission Intensity via Gradient Method and Adjoint Sensitivity Analysis. ITIB Krzysztof Lakomiec, Agata Wilk, Krzysztof Psiuk-Maksymowicz, Krzysztof Fujarewicz
2022	—	`conf`	Machine Learning Approach to Predict Metastasis in Lung Cancer Based on Radiomic Features. ACIIDS (2) Krzysztof Fujarewicz, Agata Wilk, Damian Borys, Andrea D'Amico, Rafal Suwinski, Andrzej Swierniak
2022	—	`conf`	Potential of Radiomics Features for Predicting Time to Metastasis in NSCLC. ACIIDS (2) Agata Wilk, Damian Borys, Krzysztof Fujarewicz, Andrea D'Amico, Rafal Suwinski, Andrzej Swierniak
2020	—	`conf`	Biological Models' Parameter Estimation Based on Discrete Measurements and Adjoint Sensitivity Analysis. KKA Krzysztof Fujarewicz, Krzysztof Lakomiec
2020	—	`conf`	Towards Personalized Radio-Chemotherapy - Learning from Clinical Data vs. Model Optimization. ACIIDS (1) Andrzej Swierniak, Jaroslaw Smieja, Krzysztof Fujarewicz, Rafal Suwinski
2019	—	`conf`	BioTest - Remote Platform for Hypothesis Testing and Analysis of Biomedical Data. PCBBE Krzysztof Psiuk-Maksymowicz, Roman Jaksik, Aleksander Placzek, Aleksandra Gruca, Sebastian Student, Damian Borys, Dariusz Mrozek, Krzysztof Fujarewicz, Andrzej Swierniak
2019	—	`conf`	Classification System for Multi-class Biomedical Data that Allows Different Data Fusion Strategies. ITIB Sebastian Student, Krzysztof Lakomiec, Alicja Pluciennik, Wojciech Bensz, Krzysztof Fujarewicz
2019	—	`conf`	Integration Strategies of Cross-Platform Microarray Data Sets in Multiclass Classification Problem. ICCSA (5) Sebastian Student, Alicja Pluciennik, Krzysztof Lakomiec, Agata Wilk, Wojciech Bensz, Krzysztof Fujarewicz
2019	—	`conf`	On Stability of Feature Selection Based on MALDI Mass Spectrometry Imaging Data and Simulated Biopsy. PCBBE Agata Wilk, Marta Gawin, Katarzyna Fratczak, Piotr Widlak, Krzysztof Fujarewicz
2018	—	`conf`	Comparing Different Data Fusion Strategies for Cancer Classification. ICITS Katarzyna Pojda, Michal Jakubczak, Sebastian Student, Andrzej Swierniak, Krzysztof Fujarewicz
2018	—	`conf`	Detection of Genetic Aberrations in Cancer Driving Signaling Pathways Based on Joint Analysis of Heterogeneous Genomics Data. ICITS Roman Jaksik, Krzysztof Fujarewicz
2018	Misc	`conf`	Effects of Pharmacokinetics and DNA Repair on the Structure of Optimal Controls in a Simple Model of Radio-Chemotherapy. MMAR Piotr Bajger, Krzysztof Fujarewicz, Andrzej Swierniak
2018	Misc	`conf`	Feature Selection Based on Logistic Regression for 2-Class Classification of Multidimensional Molecular Data. AIMSA Sebastian Student, Alicja Pluciennik, Michal Jakubczak, Krzysztof Fujarewicz
2018	—	`conf`	Sensitivity Analysis of Biomedical Models Using Green's Function. ITIB Krzysztof Lakomiec, Karolina Kurasz, Krzysztof Fujarewicz
2017	—	`conf`	Large-Scale Data Classification System Based on Galaxy Server and Protected from Information Leak. ACIIDS (2) Krzysztof Fujarewicz, Sebastian Student, Tomasz Zielanski, Michal Jakubczak, Justyna Pieter, Katarzyna Pojda, Andrzej Swierniak
2017	—	`conf`	Scalability of a Genomic Data Analysis in the BioTest Platform. ACIIDS (2) Krzysztof Psiuk-Maksymowicz, Dariusz Mrozek, Roman Jaksik, Damian Borys, Krzysztof Fujarewicz, Andrzej Swierniak
2016	—	`conf`	A Holistic Approach to Testing Biomedical Hypotheses and Analysis of Biomedical Data. BDAS Krzysztof Psiuk-Maksymowicz, Aleksander Placzek, Roman Jaksik, Sebastian Student, Damian Borys, Dariusz Mrozek, Krzysztof Fujarewicz, Andrzej Swierniak
2016	—	`conf`	Application of Adjoint Sensitivity Analysis to Parameter Estimation of Age-Structured Model of Cell Cycle. ITIB (2) Michal Jakubczak, Krzysztof Fujarewicz
2016	—	`conf`	Prediction of Newborn Weight Using Questionnaire Data and Machine Learning Approach. ITIB (2) Justyna Pieter, Sebastian Student, Karolina Sobczyk, Krzysztof Fujarewicz
2010	J	`jnl`	Planning identification experiments for cell signaling pathways: An NF?B case study. Int. J. Appl. Math. Comput. Sci. Krzysztof Fujarewicz
2009	B	`conf`	Class Prediction and Pattern Discovery in Microarray Data - Artificial Intelligence and Algebraic Methods. ACIIDS Andrzej Swierniak, Krzysztof Fujarewicz, Krzysztof Simek, Michal Swierniak
2007	J	`jnl`	Adjoint Systems for Models of Cell Signaling Pathways and their Application to Parameter Fitting. IEEE ACM Trans. Comput. Biol. Bioinform. Krzysztof Fujarewicz, Marek Kimmel, Tomasz Lipniacki, Andrzej Swierniak
2004	Misc	`conf`	Generalized Backpropagation through Time for Continuous Time Neural Networks and Discrete Time Measurements. ICAISC Krzysztof Fujarewicz, Adam Galuszka
2004	J	`jnl`	Using SVD and SVM methods for selection, classification, clustering and modeling of DNA microarray data. Eng. Appl. Artif. Intell. Krzysztof Simek, Krzysztof Fujarewicz, Andrzej Swierniak, Marek Kimmel, Barbara Jarzab, Malgorzata Wiench, Joanna Rzeszowska
2001	—	`conf`	Gradient optimization of control law for counterflow heat exchanger. ECC Krzysztof Fujarewicz