Marcin L. Kowalski

Warsaw, MZ 00908, Poland

Last Updated: 09/26/2026

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Found 16 publications

Explainable and secure federated learning for privacy-enhancing skin cancer classification using a lightweight multi-scale CNN.

Explainable and secure federated learning for privacy-enhancing skin cancer classification using a lightweight multi-scale CNN.

Journal: Scientific reports

Published: November 04, 2025

Tribological Performance of Bronze Engineering Materials with Environmentally Friendly Lubricants Under Starved Lubrication Conditions.

Tribological Performance of Bronze Engineering Materials with Environmentally Friendly Lubricants Under Starved Lubrication Conditions.

Journal: Materials (Basel, Switzerland)

Published: May 24, 2025

Publisher Correction: A hybrid explainable model based on advanced machine learning and deep learning models for classifying brain tumors using MRI images.

Publisher Correction: A hybrid explainable model based on advanced machine learning and deep learning models for classifying brain tumors using MRI images.

Journal: Scientific reports

Published: March 12, 2025

Tribological Properties of Selected Ionic Liquids in Lubricated Friction Nodes.

Tribological Properties of Selected Ionic Liquids in Lubricated Friction Nodes.

Journal: Materials (Basel, Switzerland)

Published: October 24, 2024

A hybrid explainable model based on advanced machine learning and deep learning models for classifying brain tumors using MRI images.

A hybrid explainable model based on advanced machine learning and deep learning models for classifying brain tumors using MRI images.

Journal: Scientific reports

Published: September 10, 2024

Enhancing agriculture through real-time grape leaf disease classification via an edge device with a lightweight CNN architecture and Grad-CAM.

Enhancing agriculture through real-time grape leaf disease classification via an edge device with a lightweight CNN architecture and Grad-CAM.

Journal: Scientific reports

Published: February 01, 2024

Ensemble classification of integrated CT scan datasets in detecting COVID-19 using feature fusion from contourlet transform and CNN.

Ensemble classification of integrated CT scan datasets in detecting COVID-19 using feature fusion from contourlet transform and CNN.

Journal: Scientific reports

Published: March 06, 2023

Detection of various lung diseases including COVID-19 using extreme learning machine algorithm based on the features extracted from a lightweight CNN architecture.

Detection of various lung diseases including COVID-19 using extreme learning machine algorithm based on the features extracted from a lightweight CNN architecture.

Journal: Biocybernetics and biomedical engineering

Published: December 18, 2022

Thermal-Visible Face Recognition Based on CNN Features and Triple Triplet Configuration for On-the-Move Identity Verification.

Thermal-Visible Face Recognition Based on CNN Features and Triple Triplet Configuration for On-the-Move Identity Verification.

Journal: Sensors (Basel, Switzerland)

Published: May 27, 2022

Parallel CNN-ELM: A multiclass classification of chest X-ray images to identify seventeen lung diseases including COVID-19.

Parallel CNN-ELM: A multiclass classification of chest X-ray images to identify seventeen lung diseases including COVID-19.

Journal: Expert systems with applications

Published: May 01, 2022

Applying supervised contrastive learning for the detection of diabetic retinopathy and its severity levels from fundus images.

Applying supervised contrastive learning for the detection of diabetic retinopathy and its severity levels from fundus images.

Journal: Computers in biology and medicine

Published: January 25, 2022

Detection of Inflatable Boats and People in Thermal Infrared with Deep Learning Methods.

Detection of Inflatable Boats and People in Thermal Infrared with Deep Learning Methods.

Journal: Sensors (Basel, Switzerland)

Published: June 27, 2021

Showing 1-12 of 16

Last Updated: 09/26/2026