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- 2025
[j1]Diogen Babuc
, Todor Ivascu, Melania Ardelean, Darian M. Onchis:
Bionnica: a customizable deep neural network architecture for colorectal polyps' premalignancy risk evaluation with masked autoencoders. Multim. Tools Appl. 84(39): 47783-47815 (2025)- [c14]Diogen Babuc, Teodor-Florin Fortis:
Federated Learning Platforms for Privacy-Preserving Histopathological Image Classification. AINA (3) 2025: 317-328 - [c13]Diogen Babuc, Ionica-Larisa Puiu, Teodor-Florin Fortis:
Steps Towards an IoMT-Enabled Platform Supporting Healthcare Use-Cases. AINA (6) 2025: 418-428 - [c12]Diogen Babuc, Teodor-Florin Fortis:
Hybrid Task Scheduling for Optimized Neural Network Inference on Skin Lesions in Resource-Constrained Systems. EuroMLSys 2025: 269-275 - [c11]Diogen Babuc, Teodor-Florin Fortis:
MultiH-EU: An AI-Driven Decision Support System for Multi-disease Diagnosis. HC@AIxIA+HYDRA 2025: 37-49 - [c10]Diogen Babuc, Darian M. Onchis:
BOVNet: Cervical Cells Classifications Using a Custom-Based Neural Network with Autoencoders. ICT4AWE 2025: 173-180 - [c9]Diogen Babuc, Teodor-Florin Fortis:
μxer: Cross-Domain Split Mixer-Based Deep Learning Approach for Healthcare and Eco-Health. 2025: 142-149 - [c8]Diogen Babuc, Teodor-Florin Fortis:
MedFusion-LM: Explainable Large Language Model for Transforming Medical Outcomes in Federated Learning with Neural Architecture Search Blueprints. PKDD/ECML Workshops (4) 2025: 231-246 - [i2]Diogen Babuc:
Constructing Fundamentals for the Theory of Proportions and Symbolic Allusions Applied Interdisciplinarily. CoRR abs/2502.00780 (2025) - 2024
- [c7]Diogen Babuc, Alexandra Emilia Fortis:
EDoViT-Alz: Alzheimer's Disease Identification with Vision Transformer Using Extremely Downscaled MRI Data. 3PGCIC 2024: 109-120 - [c6]Diogen Babuc, Alexandra Emilia Fortis:
Fine-Tuned CNN for Clothing Image Classification on Mobile Edge Computing. AINA (6) 2024: 65-75 - [c5]Diogen Babuc, Gabrijel Babuc:
Das-Alz: Alzheimer's Disease Classification Using Downscaled MRI Scans and a Reinforced Convolutional Neural Network. BIBE 2024: 1-7 - [c4]Alexandru Farcas, Alesia Lobont, Diogen Babuc, Todor Ivascu, Sebastian-Aurelian Stefaniga:
EI-ViT-Net: a Vision Transformer Approach for Diabetic Retinopathy's Decision Support Pipeline. BIBE 2024: 1-6 - [c3]Diogen Babuc, Alexandra Emilia Fortis:
A Customizable Intelligent System for Cervical Cytology Image Classifications. CISIS 2024: 82-93 - [c2]Diogen Babuc:
A novel ensemble learning technique of shallow models applied on a COVID-19 dataset. FedCSIS 2024: 537-542 - [i1]Diogen Babuc:
An Authentic Algorithm for Ciphering and Deciphering Called Latin Djokovic. CoRR abs/2403.01463 (2024) - 2023
- [c1]Ana-Silvia Corlan, Diogen Babuc, Flavia Costi, Darian M. Onchis:
Prediction and Classification Models for Hashimoto's Thyroiditis Risk Using Clinical and Paraclinical Data. SYNASC 2023: 251-255
Coauthor Index
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