Piotr Chudzik

According to our database, Piotr Chudzik authored at least 10 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Using Deep Learning-based Features Extracted from CT scans to Predict Outcomes in COVID-19 Patients.

Sai Vidyaranya Nuthalapati, Marcela Vizcaychipi, Pallav Shah, Piotr Chudzik, Chee Hau Leow, Paria Yousefi, Ahmed Selim, Keiran Tait, Ben Irving

CoRR, 2022

2020

PSO-Based Optimization of DC-Link Current Harmonics in Traction VSI for an Electric Vehicle.

Marcin Steczek, Piotr Chudzik, Miroslaw Lewandowski, Adam Szelag

IEEE Trans. Ind. Electron., 2020

2018

Microaneurysm detection using fully convolutional neural networks.

Piotr Chudzik, Somshubra Majumdar, Francesco Calivá, Bashir Al-Diri, Andrew Hunter

Comput. Methods Programs Biomed., 2018

Exudate segmentation using fully convolutional neural networks and inception modules.

Piotr Chudzik, Somshubra Majumdar, Francesco Calivá, Bashir Al-Diri, Andrew Hunter

Proceedings of the Medical Imaging 2018: Image Processing, 2018

Microaneurysm detection using deep learning and interleaved freezing.

Piotr Chudzik, Somshubra Majumdar, Francesco Calivá, Bashir Al-Diri, Andrew Hunter

Proceedings of the Medical Imaging 2018: Image Processing, 2018

Exudates Segmentation using Fully Convolutional Neural Network and Auxiliary Codebook.

Piotr Chudzik, Bashir Al-Diri, Francesco Calivá, Giovanni Ometto, Andrew Hunter

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

DISCERN: Generative Framework for Vessel Segmentation using Convolutional Neural Network and Visual Codebook.

Piotr Chudzik, Bashir Al-Diri, Francesco Calivá, Andrew Hunter

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Combination of SHE- and SHM-PWM Techniques for VSI DC-Link Current Harmonics Control in Railway Applications.

Marcin Steczek, Piotr Chudzik, Adam Szelag

IEEE Trans. Ind. Electron., 2017

Learning deep similarity in fundus photography.

Piotr Chudzik, Bashir Al-Diri, Francesco Calivá, Giovanni Ometto, Andrew Hunter

Proceedings of the Medical Imaging 2017: Image Processing, 2017

A fluid-dynamic based approach to reconnect the retinal vessels in fundus photography.

Francesco Calivá, Andrew Hunter, Piotr Chudzik, Giovanni Ometto, Luca Antiga, Bashir Al-Diri

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017