Diogen Babuc

According to our database, Diogen Babuc authored at least 16 papers between 2023 and 2025.

Collaborative distances:

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

2025

Bionnica: a customizable deep neural network architecture for colorectal polyps' premalignancy risk evaluation with masked autoencoders.

Diogen Babuc, Todor Ivascu, Melania Ardelean, Darian M. Onchis

Multim. Tools Appl., November, 2025

Constructing Fundamentals for the Theory of Proportions and Symbolic Allusions Applied Interdisciplinarily.

Diogen Babuc

CoRR, February, 2025

μxer: Cross-Domain Split Mixer-Based Deep Learning Approach for Healthcare and Eco-Health.

Diogen Babuc, Teodor-Florin Fortis

Proceedings of the 24th International Symposium on Parallel and Distributed Computing, 2025

BOVNet: Cervical Cells Classifications Using a Custom-Based Neural Network with Autoencoders.

Diogen Babuc, Darian M. Onchis

Proceedings of the 11th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2025

MultiH-EU: An AI-Driven Decision Support System for Multi-disease Diagnosis.

Diogen Babuc, Teodor-Florin Fortis

Proceedings of the Artificial Intelligence for Healthcare, and Hybrid Models for Coupling Deductive and Inductive Reasoning, 2025

Hybrid Task Scheduling for Optimized Neural Network Inference on Skin Lesions in Resource-Constrained Systems.

Diogen Babuc, Teodor-Florin Fortis

Proceedings of the 5th Workshop on Machine Learning and Systems, 2025

Steps Towards an IoMT-Enabled Platform Supporting Healthcare Use-Cases.

Diogen Babuc, Ionica-Larisa Puiu, Teodor-Florin Fortis

Proceedings of the Advanced Information Networking and Applications, 2025

Federated Learning Platforms for Privacy-Preserving Histopathological Image Classification.

Diogen Babuc, Teodor-Florin Fortis

Proceedings of the Advanced Information Networking and Applications, 2025

2024

An Authentic Algorithm for Ciphering and Deciphering Called Latin Djokovic.

Diogen Babuc

CoRR, 2024

A novel ensemble learning technique of shallow models applied on a COVID-19 dataset.

Diogen Babuc

Proceedings of the 19th Conference on Computer Science and Intelligence Systems, 2024

A Customizable Intelligent System for Cervical Cytology Image Classifications.

Diogen Babuc, Alexandra Emilia Fortis

Proceedings of the Complex, Intelligent and Software Intensive Systems, 2024

EI-ViT-Net: a Vision Transformer Approach for Diabetic Retinopathy's Decision Support Pipeline.

Alexandru Farcas, Alesia Lobont, Diogen Babuc, Todor Ivascu, Sebastian-Aurelian Stefaniga

Proceedings of the 24th IEEE International Conference on Bioinformatics and Bioengineering, 2024

Das-Alz: Alzheimer's Disease Classification Using Downscaled MRI Scans and a Reinforced Convolutional Neural Network.

Diogen Babuc, Gabrijel Babuc

Proceedings of the 24th IEEE International Conference on Bioinformatics and Bioengineering, 2024

Fine-Tuned CNN for Clothing Image Classification on Mobile Edge Computing.

Diogen Babuc, Alexandra Emilia Fortis

Proceedings of the Advanced Information Networking and Applications, 2024

EDoViT-Alz: Alzheimer's Disease Identification with Vision Transformer Using Extremely Downscaled MRI Data.

Diogen Babuc, Alexandra Emilia Fortis

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2024

2023

Prediction and Classification Models for Hashimoto's Thyroiditis Risk Using Clinical and Paraclinical Data.

Ana-Silvia Corlan, Diogen Babuc, Flavia Costi, Darian M. Onchis

Proceedings of the 25th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2023