Piotr Chudzik

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 10

Top Topics

Vessel Segmentation

Convolutional Neural Networks

Top Venues

Medical Imaging: Image Processing

IEEE Trans. Ind. Electron.

Publications

Sai Vidyaranya Nuthalapati, Marcela Vizcaychipi, Pallav Shah, Piotr Chudzik, Chee Hau Leow, Paria Yousefi, Ahmed Selim, Keiran Tait, Ben Irving
Using Deep Learning-based Features Extracted from CT scans to Predict Outcomes in COVID-19 Patients. CoRR (2022)
Marcin Steczek, Piotr Chudzik, Miroslaw Lewandowski, Adam Szelag
PSO-Based Optimization of DC-Link Current Harmonics in Traction VSI for an Electric Vehicle. IEEE Trans. Ind. Electron. 67 (10) (2020)
Piotr Chudzik, Bashir Al-Diri, Francesco Calivá, Giovanni Ometto, Andrew Hunter
Exudates Segmentation using Fully Convolutional Neural Network and Auxiliary Codebook. EMBC (2018)
Piotr Chudzik, Somshubra Majumdar, Francesco Calivá, Bashir Al-Diri, Andrew Hunter
Exudate segmentation using fully convolutional neural networks and inception modules. Medical Imaging: Image Processing (2018)
Piotr Chudzik, Somshubra Majumdar, Francesco Calivá, Bashir Al-Diri, Andrew Hunter
Microaneurysm detection using deep learning and interleaved freezing. Medical Imaging: Image Processing (2018)
Piotr Chudzik, Bashir Al-Diri, Francesco Calivá, Andrew Hunter
DISCERN: Generative Framework for Vessel Segmentation using Convolutional Neural Network and Visual Codebook. EMBC (2018)
Piotr Chudzik, Somshubra Majumdar, Francesco Calivá, Bashir Al-Diri, Andrew Hunter
Microaneurysm detection using fully convolutional neural networks. Comput. Methods Programs Biomed. 158 (2018)
Francesco Calivá, Andrew Hunter, Piotr Chudzik, Giovanni Ometto, Luca Antiga, Bashir Al-Diri
A fluid-dynamic based approach to reconnect the retinal vessels in fundus photography. EMBC (2017)
Marcin Steczek, Piotr Chudzik, Adam Szelag
Combination of SHE- and SHM-PWM Techniques for VSI DC-Link Current Harmonics Control in Railway Applications. IEEE Trans. Ind. Electron. 64 (10) (2017)
Piotr Chudzik, Bashir Al-Diri, Francesco Calivá, Giovanni Ometto, Andrew Hunter
Learning deep similarity in fundus photography. Medical Imaging: Image Processing (2017)