The Use of Artificial Neural Networks in Tomographic Reconstruction of Soil Embankments. - Tomasz Rymarczyk; Grzegorz Klosowski; Arkadiusz Gola (DCAI (Special Sessions), 2018)

Object Analysis Using Machine Learning to Solve Inverse Problem in Electrical Impedance Tomography. - Tomasz Rymarczyk; Edward Kozlowski; Grzegorz Klosowski (IST, 2018)

Analysis of Leaks in Flood Embankments Using Deterministic Methods and Computational Intelligence Algorithms. - Tomasz Rymarczyk; Grzegorz Klosowski; Pawel Tchórzewski (IST, 2018)

A Non-Destructive System Based on Electrical Tomography and Machine Learning to Analyze the Moisture of Buildings. - Tomasz Rymarczyk; Grzegorz Klosowski; Edward Kozlowski (Sensors, 2018)

A Quantitative Ultrasonic Travel-Time Tomography to Investigate Liquid Elaborations in Industrial Processes. - Panagiotis Koulountzios; Tomasz Rymarczyk; Manuchehr Soleimani (Sensors, 2019)

Logistic Regression for Machine Learning in Process Tomography. - Tomasz Rymarczyk; Edward Kozlowski; Grzegorz Klosowski; Konrad Niderla (Sensors, 2019)

Comparison of Selected Machine Learning Algorithms for Industrial Electrical Tomography. - Tomasz Rymarczyk; Grzegorz Klosowski; Edward Kozlowski; Pawel Tchórzewski (Sensors, 2019)

Tomographic Measuring Sensors System for Analysis and Visualization of Technological Processes. - Mariusz Mazurek; Tomasz Rymarczyk; Grzegorz Klosowski; Michal Maj; Przemyslaw Adamkiewicz (DSN (Supplements), 2020)

Improving the Dependability of the ECG Signal for Classification of Heart Diseases. - Bartosz Przysucha; Tomasz Rymarczyk; Dariusz Wójcik; Michal Wos; Andrés Véjar (DSN (Supplements), 2020)

Dedicated algorithm based on discrete cosine transform for the analysis of industrial processes using ultrasound tomography. - Mariusz Mazurek; Tomasz Rymarczyk; Konrad Kania; Grzegorz Klosowski (UbiComp/ISWC Adjunct, 2020)

Machine learning pathology detection with a body surface potential mapping. - Dariusz Wójcik; Edward Kozlowski; Michal Wos; Tomasz Rymarczyk; Elzbieta Wosko (UbiComp/ISWC Adjunct, 2020)

Quality Assessment of the Neural Algorithms on the Example of EIT-UST Hybrid Tomography. - Grzegorz Klosowski; Tomasz Rymarczyk; Tomasz Cieplak; Konrad Niderla; Lukasz Skowron (Sensors, 2020)

Electrical impedance tomography in 3D flood embankments testing - elastic net approach. - Tomasz Rymarczyk; Edward Kozlowski; Grzegorz Klosowski (Trans. Inst. Meas. Control, 2020)

Implementation of Block-Wise-Transform-Reduction Method for Image Reconstruction in Ultrasound Transmission Tomography. - Mariusz Mazurek; Konrad Kania; Tomasz Rymarczyk; Dariusz Wójcik; Tomasz Cieplak; Piotr Golabek (INFOCOM Workshops, 2021)

Pseudo Random Binary Sequence Excitation for Electrical Impedance Tomography. - Oleksii Hyka; Andrés Véjar; Tomasz Rymarczyk (SenSys, 2021)

Image Reconstruction and Compression in Ultrasound Tomography Using Discrete Cosine Transform. - Konrad Kania; Mariusz Mazurek; Tomasz Rymarczyk; Tomasz Cieplak; Grzegorz Klosowski; Konrad Gauda (SenSys, 2021)

Cyber-Physical System for Collecting Data on Moisture Inside the Walls of Buildings. - Grzegorz Klosowski; Tomasz Rymarczyk; Marcin Kowalski (SenSys, 2021)

Ultrasound Tomography for Monitoring the Lower Urinary Tract. - Dariusz Wójcik; Tomasz Rymarczyk; Edward Kozlowski; Michal Golabek; Miroslaw Guzik (SenSys, 2021)

Diagnosing Cardiovascular Diseases with Machine Learning on Body Surface Potential Mapping Data. - Dariusz Wójcik; Tomasz Rymarczyk; Michal Oleszek; Lukasz Maciura; Piotr Bednarczuk (SenSys, 2021)

An Ultrasound Tomography Method for Monitoring CO2 Capture Process Involving Stirring and CaCO3 Precipitation. - Panagiotis Koulountzios; Soheil Aghajanian; Tomasz Rymarczyk; Tuomas Koiranen; Manuchehr Soleimani (Sensors, 2021)

Ultrasonic Time-of-Flight Computed Tomography for Investigation of Batch Crystallisation Processes. - Panagiotis Koulountzios; Tomasz Rymarczyk; Manuchehr Soleimani (Sensors, 2021)

Electrical Tomography Reconstruction Using Reconfigurable Waveforms in a FPGA. - Andrés Véjar; Tomasz Rymarczyk (Sensors, 2021)

Electrical impedance tomography bladder monitoring wearable device. - Bartlomiej Kiczek; Dariusz Wójcik; Michal Oleszek; Tomasz Rymarczyk; Krzysztof Król; Edward Kozlowski (UbiComp/ISWC Adjunct, 2022)

LETS - a Wearable Heart and Lung Monitoring Device for the Diagnosis of Cardiac and Respiratory Diseases. - Bartlomiej Kiczek; Dariusz Wójcik; Michal Oleszek; Tomasz Rymarczyk; Jan Sikora; Bartlomiej Baran; Bartosz Przysucha (UbiComp/ISWC Adjunct, 2022)

Use of the two-stage neural system in industrial electrical tomography - hybrid approach. - Grzegorz Klosowski; Tomasz Rymarczyk; Konrad Niderla (UbiComp/ISWC Adjunct, 2022)

A wearable ultrasonic bladder monitoring device. - Bartlomiej Kiczek; Michal Golabek; Dariusz Wójcik; Konrad Kania; Edward Kozlowski; Tomasz Rymarczyk; Jan Sikora (MobiCom, 2022)

The use of heterogeneous deep neural network system in radio tomography to detect people indoors. - Grzegorz Klosowski; Tomasz Rymarczyk; Przemyslaw Adamkiewicz; Michal Styla (MobiCom, 2022)

Deep learning model optimization for faster inference using multi-task learning for embedded systems. - Michal Maj; Tomasz Rymarczyk; Tomasz Cieplak; Damian Pliszczuk (MobiCom, 2022)

BETS: A Bladder Monitoring System Using Electrical Impedance Tomography: poster. - Bartlomiej Baran; Dariusz Wójcik; Michal Oleszek; Andrés Véjar; Tomasz Rymarczyk (SenSys, 2022)

Use of the Two-Stage Neural System in Electrical Impedance Tomography for Imaging Moisture inside Walls. - Grzegorz Klosowski; Tomasz Rymarczyk; Konrad Niderla (SenSys, 2022)

Use of a Long Short-Term Memory Network in Radio Tomography to Track People Indoors. - Tomasz Rymarczyk; Grzegorz Klosowski; Przemyslaw Adamkiewicz; Michal Styla; Bartlomiej Kiczek (SenSys, 2022)

A 4-D Ultrasound Tomography for Industrial Process Reactors Investigation. - Panagiotis Koulountzios; Tomasz Rymarczyk; Manuchehr Soleimani (IEEE Trans. Instrum. Meas., 2022)

Brain Sensing with Ultrasound Tomography and Deep Learning Algorithms. - Grzegorz Klosowski; Tomasz Rymarczyk; Manuchehr Soleimani (MobiCom, 2023)

Cross-Modal Perception for Customer Service. - Michal Maj; Tomasz Rymarczyk; Lukasz Maciura; Tomasz Cieplak; Damian Pliszczuk (MobiCom, 2023)

Poster Abstract: The Concept of a Lightweight Ultrasound Tomograph for Brain Scanning Using a Heterogeneous Neural Model. - Grzegorz Klosowski; Tomasz Rymarczyk; Manuchehr Soleimani (SenSys, 2023)

Poster Abstract: Improving Image Reconstruction Quality in Ultrasonic Tomography Using Deep Neural Networks. - Monika Kulisz; Grzegorz Klosowski; Tomasz Rymarczyk; Konrad Niderla; Piotr Bednarczuk (SenSys, 2023)

Poster Abstract: A Wearable for Non-Invasive Monitoring and Diagnosing Functional Disorders of the Lower Urinary Tract. - Tomasz Rymarczyk; Mariusz Mazurek; Oleksii Hyka; Dariusz Wójcik; Marcin Dziadosz; Marcin Kowalski (SenSys, 2023)

Autonomous Face Classification Online Self-Training System Using Pretrained ResNet50 and Multinomial Naïve Bayes. - Lukasz Maciura; Tomasz Cieplak; Damian Pliszczuk; Michal Maj; Tomasz Rymarczyk (Sensors, 2023)

Application of Machine Learning Algorithms to the Discretization Problem in Wearable Electrical Tomography Imaging for Bladder Tracking. - Bartlomiej Baran; Edward Kozlowski; Dariusz Majerek; Tomasz Rymarczyk; Manuchehr Soleimani; Dariusz Wójcik (Sensors, 2023)

A Tactile Skin System for Touch Sensing with Ultrasound Tomography. - Manuchehr Soleimani; Tomasz Rymarczyk (Sensors, 2023)

Classification of lungs disease with Electrical impedance tomography. - Barbara Stefaniak; Amelia Kosior-Romanowska; Pawel Tchórzewski; Dariusz Wójcik; Tomasz Rymarczyk; Pawel Olszewski (MobiCom, 2024)

Poster Abstract: A Computer Vision System for Human Motion Monitoring on a Bicycle Trainer. - Marcin Dziadosz; Mariusz Mazurek; Tomasz Rymarczyk; Dariusz Wójcik; Pawel Olszewski (SenSys, 2024)

Poster: Development of a Beamforming Defectoscope for Advanced Non-Destructive Evaluation Techniques. - Michal Golabek; Dariusz Majerek; Grzegorz Klosowski; Tomasz Rymarczyk (SenSys, 2024)

Poster: The Concept of an Ultrasensitive Industrial Ultrasound Scanner Using Hilbert and Wavelet Transforms in a Machine Learning Model. - Grzegorz Klosowski; Tomasz Rymarczyk; Manuchehr Soleimani; Konrad Niderla (SenSys, 2024)

Poster: The Use of Machine Learning in Electrical Impedance Tomography - A Variable Frequency Approach. - Monika Kulisz; Tomasz Rymarczyk; Grzegorz Klosowski; Konrad Niderla; Michal Oleszek (SenSys, 2024)

Poster: Fusing radio tomography and RGB camera data for enhanced multi-person detection and tracking. - Michal Maj; Tomasz Rymarczyk; Lukasz Maciura; Dariusz Wójcik; Tomasz Cieplak; Damian Pliszczuk (SenSys, 2024)

Poster Abstract: Acoustic Analysis System for Monitoring Respiratory Disease Symptoms. - Tomasz Rymarczyk; Mariusz Mazurek; Marcin Dziadosz; Dariusz Wójcik; Oleksii Hyka; Krzysztof Król (SenSys, 2024)

Poster abstract: Detecting lung diseases with electrical impedance tomography. - Barbara Stefaniak; Dariusz Wójcik; Tomasz Rymarczyk (SenSys, 2024)

Ultrasound Brain Tomography: Comparison of Deep Learning and Deterministic Methods. - Manuchehr Soleimani; Tomasz Rymarczyk; Grzegorz Klosowski (IEEE Trans. Instrum. Meas., 2024)

Poster: Application of LSTM Network with Multi-frequency Measurement Sequences in Electrical Tomography for Moisture Detection in Buildings. - Grzegorz Klosowski; Tomasz Rymarczyk; Monika Kulisz; Michal Oleszek; Konrad Niderla (SenSys, 2025)

Poster: Application of differential architecture in neural networks to improve reconstruction quality in ultrasound tomography. - Monika Kulisz; Grzegorz Klosowski; Tomasz Rymarczyk; Konrad Niderla; Pawel Olszewski; Dariusz Wójcik (SenSys, 2025)

Poster: Optimizing Radio Tomography with Edge Computing: A Low-Latency Approach for Human Detection. - Michal Maj; Tomasz Rymarczyk; Michal Styla; Tomasz Cieplak; Damian Pliszczuk; Jakub Pizon (SenSys, 2025)

Poster: Three-dimensional Beamforming Defectoscope in industrial applications. - Barbara Stefaniak; Michal Golabek; Dariusz Wójcik; Tomasz Rymarczyk (SenSys, 2025)

Poster: Beyond the Labels - Transforming Classification Outputs into Continuous Conductivity Maps in Electrical Impedance Tomography. - Dariusz Wójcik; Dariusz Majerek; Tomasz Rymarczyk; Tomasz Lobodiuk; Michal Oleszek; Krzysztof Król (SenSys, 2025)

Ultrasound Computed Tomography for In Vivo Lung Imaging. - Rinki Goyal; Tomasz Rymarczyk; Manuchehr Soleimani (IEEE Trans. Instrum. Meas., 2025)