Krzysztof Fujarewicz

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 21

Top Topics

Parameter Estimation

Machine Learning

Mass Spectrometry

Biomedical Data

Top Venues

Publications

Andrzej Swierniak, Emilia Kozlowska, Krzysztof Fujarewicz, Damian Borys, Agata Wilk, Jaroslaw Smieja, Rafal Suwinski
System Modeling and Machine Learning in Prediction of Metastases in Lung Cancer. BIOINFORMATICS (2023)
Agata Malgorzata Wilk, Emilia Kozlowska, Damian Borys, Andrea D'Amico, Izabela Gorczewska, Iwona Debosz-Suwinska, Seweryn Galecki, Krzysztof Fujarewicz, Rafal Suwinski, Andrzej Swierniak
Improving the Predictive Ability of Radiomics-Based Regression Survival Models Through Incorporating Multiple Regions of Interest. PCBBE (2023)
Krzysztof Lakomiec, Agata Wilk, Krzysztof Psiuk-Maksymowicz, Krzysztof Fujarewicz
Finding the Time-Dependent Virus Transmission Intensity via Gradient Method and Adjoint Sensitivity Analysis. ITIB (2022)
Krzysztof Fujarewicz, Agata Wilk, Damian Borys, Andrea D'Amico, Rafal Suwinski, Andrzej Swierniak
Machine Learning Approach to Predict Metastasis in Lung Cancer Based on Radiomic Features. ACIIDS (2) (2022)
Agata Wilk, Damian Borys, Krzysztof Fujarewicz, Andrea D'Amico, Rafal Suwinski, Andrzej Swierniak
Potential of Radiomics Features for Predicting Time to Metastasis in NSCLC. ACIIDS (2) (2022)
Andrzej Swierniak, Jaroslaw Smieja, Krzysztof Fujarewicz, Rafal Suwinski
Towards Personalized Radio-Chemotherapy - Learning from Clinical Data vs. Model Optimization. ACIIDS (1) (2020)
Krzysztof Fujarewicz, Krzysztof Lakomiec
Biological Models' Parameter Estimation Based on Discrete Measurements and Adjoint Sensitivity Analysis. KKA (2020)
Krzysztof Psiuk-Maksymowicz, Roman Jaksik, Aleksander Placzek, Aleksandra Gruca, Sebastian Student, Damian Borys, Dariusz Mrozek, Krzysztof Fujarewicz, Andrzej Swierniak
BioTest - Remote Platform for Hypothesis Testing and Analysis of Biomedical Data. PCBBE (2019)
Agata Wilk, Marta Gawin, Katarzyna Fratczak, Piotr Widlak, Krzysztof Fujarewicz
On Stability of Feature Selection Based on MALDI Mass Spectrometry Imaging Data and Simulated Biopsy. PCBBE (2019)
Sebastian Student, Alicja Pluciennik, Krzysztof Lakomiec, Agata Wilk, Wojciech Bensz, Krzysztof Fujarewicz
Integration Strategies of Cross-Platform Microarray Data Sets in Multiclass Classification Problem. ICCSA (5) (2019)
Sebastian Student, Krzysztof Lakomiec, Alicja Pluciennik, Wojciech Bensz, Krzysztof Fujarewicz
Classification System for Multi-class Biomedical Data that Allows Different Data Fusion Strategies. ITIB (2019)
Krzysztof Lakomiec, Karolina Kurasz, Krzysztof Fujarewicz
Sensitivity Analysis of Biomedical Models Using Green's Function. ITIB (2018)
Katarzyna Pojda, Michal Jakubczak, Sebastian Student, Andrzej Swierniak, Krzysztof Fujarewicz
Comparing Different Data Fusion Strategies for Cancer Classification. ICITS (2018)
Piotr Bajger, Krzysztof Fujarewicz, Andrzej Swierniak
Effects of Pharmacokinetics and DNA Repair on the Structure of Optimal Controls in a Simple Model of Radio-Chemotherapy. MMAR (2018)
Roman Jaksik, Krzysztof Fujarewicz
Detection of Genetic Aberrations in Cancer Driving Signaling Pathways Based on Joint Analysis of Heterogeneous Genomics Data. ICITS (2018)
Sebastian Student, Alicja Pluciennik, Michal Jakubczak, Krzysztof Fujarewicz
Feature Selection Based on Logistic Regression for 2-Class Classification of Multidimensional Molecular Data. AIMSA (2018)
Krzysztof Psiuk-Maksymowicz, Dariusz Mrozek, Roman Jaksik, Damian Borys, Krzysztof Fujarewicz, Andrzej Swierniak
Scalability of a Genomic Data Analysis in the BioTest Platform. ACIIDS (2) (2017)
Krzysztof Fujarewicz, Sebastian Student, Tomasz Zielanski, Michal Jakubczak, Justyna Pieter, Katarzyna Pojda, Andrzej Swierniak
Large-Scale Data Classification System Based on Galaxy Server and Protected from Information Leak. ACIIDS (2) (2017)
Justyna Pieter, Sebastian Student, Karolina Sobczyk, Krzysztof Fujarewicz
Prediction of Newborn Weight Using Questionnaire Data and Machine Learning Approach. ITIB (2) (2016)
Michal Jakubczak, Krzysztof Fujarewicz
Application of Adjoint Sensitivity Analysis to Parameter Estimation of Age-Structured Model of Cell Cycle. ITIB (2) (2016)
Krzysztof Psiuk-Maksymowicz, Aleksander Placzek, Roman Jaksik, Sebastian Student, Damian Borys, Dariusz Mrozek, Krzysztof Fujarewicz, Andrzej Swierniak
A Holistic Approach to Testing Biomedical Hypotheses and Analysis of Biomedical Data. BDAS (2016)
Krzysztof Fujarewicz
Planning identification experiments for cell signaling pathways: An NF?B case study. Int. J. Appl. Math. Comput. Sci. 20 (4) (2010)
Andrzej Swierniak, Krzysztof Fujarewicz, Krzysztof Simek, Michal Swierniak
Class Prediction and Pattern Discovery in Microarray Data - Artificial Intelligence and Algebraic Methods. ACIIDS (2009)
Krzysztof Fujarewicz, Marek Kimmel, Tomasz Lipniacki, Andrzej Swierniak
Adjoint Systems for Models of Cell Signaling Pathways and their Application to Parameter Fitting. IEEE ACM Trans. Comput. Biol. Bioinform. 4 (3) (2007)
Krzysztof Simek, Krzysztof Fujarewicz, Andrzej Swierniak, Marek Kimmel, Barbara Jarzab, Malgorzata Wiench, Joanna Rzeszowska
Using SVD and SVM methods for selection, classification, clustering and modeling of DNA microarray data. Eng. Appl. Artif. Intell. 17 (4) (2004)
Krzysztof Fujarewicz, Adam Galuszka
Generalized Backpropagation through Time for Continuous Time Neural Networks and Discrete Time Measurements. ICAISC (2004)