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Author

Diogen Babuc

Observed names: BABUC, Diogen, Babuc Diogen, Babuc, Diogen, Diogen BABUC
Observed institution: West University of Timişoara
ORCID: 0009-0000-5126-6480
Observed ORCID: 0009-0000-5126-6480
OpenAlex ID: A5095070157
Bionnica: a customizable deep neural network architecture for colorectal polyps’ premalignancy risk evaluation with masked autoencoders
2025 · Diogen Babuc, Todor Ivaşcu, et al. · Multimedia Tools and Applications · 7
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A Customizable Intelligent System for Cervical Cytology Image Classifications
2024 · Diogen Babuc, Alexandra-Emilia Fortiş · Lecture notes on data engineering and communications technologies · 5
Federated Learning Platforms for Privacy-Preserving Histopathological Image Classification
2025 · Diogen Babuc, Teodor-Florin Fortiş · Lecture notes on data engineering and communications technologies · 3
A Data-Driven Machine Learning Framework Proposal for Selecting Project Management Research Methodologies
2025 · Otniel Didraga, Andrei Albu, et al. · Applied Sciences · 2
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EI-ViT-Net: a Vision Transformer Approach for Diabetic Retinopathy's Decision Support Pipeline
2024 · Alexandru Farcaş, Alesia Lobonţ, et al. · IEEE International Conference on Bioinformatics and Bioengineering (BIBE) · 2
Das-Alz: Alzheimer's Disease Classification Using Downscaled MRI Scans and a Reinforced Convolutional Neural Network
2024 · Diogen Babuc, Gabrijel Babuc · IEEE International Conference on Bioinformatics and Bioengineering (BIBE) · 2
An Authentic Algorithm for Ciphering and Deciphering Called Latin Djokovic
2024 · Babuc, Diogen · arXiv (Cornell University) · 2
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Hybrid Task Scheduling for Optimized Neural Network Inference on Skin Lesions in Resource-Constrained Systems
2025 · Diogen Babuc, Teodor-Florin Fortiş · Workshop on Machine Learning and Systems (EuroMLSys) · 1
BOVNet: Cervical Cells Classifications Using a Custom-Based Neural Network with Autoencoders
2025 · Diogen Babuc, Darian Onchiş · International Conference on Information and Communication Technologies for Ageing Well and e-Health (ICT4AWE) · 1
EDoViT-Alz: Alzheimer’s Disease Identification with Vision Transformer Using Extremely Downscaled MRI Data
2024 · Diogen Babuc, Alexandra-Emilia Fortiş · Lecture notes on data engineering and communications technologies · 1
Prediction and Classification Models for Hashimoto’s Thyroiditis Risk Using Clinical and Paraclinical Data
2023 · Ana-Silvia Corlan, Diogen Babuc, et al. · International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC) · 1
Prediction and Classification models for Hashimoto's thyroiditis risk using clinical and paraclinical data
2023 · Ana-Silvia Corlan, Babuc Diogen, et al. · Endocrine Abstracts · 1
Label-Attractor Contrastive Network: A Framework for Centroid-Driven Histology Samples
2026 · Diogen Babuc, Teodor-Florin Fortiş · Communications in computer and information science
Lightweight and Explainable Deep Learning Framework for Endoscopic Lesion Classification with Segmentation and Transfer Learning
2026 · Diogen Babuc, Darian Onchiş, et al. · Algorithms
Frugal Motif-Based Forecasting for Healthcare Sensor Data Streams in IoMT Systems
2026 · Diogen Babuc, Ionica-Larisa Puiu, et al. · Lecture notes on data engineering and communications technologies
A Software-Intensive Framework for Histopathological Imaging and Bidirectional Knowledge Translation
2026 · Diana Biriş, Diogen Babuc, et al. · Lecture notes on data engineering and communications technologies
MedFusion-LM: Explainable Large Language Model for Transforming Medical Outcomes in Federated Learning with Neural Architecture Search Blueprints
2026 · Diogen Babuc, Teodor-Florin Fortiş · Communications in computer and information science
Cognitively Inspired Preprocessing and Lightweight Mixing for Robust Digital Pathology
2026 · Diogen Babuc, Ionica-Larisa Puiu, et al. · Lecture notes on data engineering and communications technologies
When Medical Imaging Meets Aggregate Computing: A Bibliometric Study
2026 · Diogen Babuc, Ionica-Larisa Puiu, et al. · Lecture notes on data engineering and communications technologies
Aggregate Computational Fields for Histopathological Consensus
2026 · Diogen Babuc, Teodor-Florin Fortiş · Lecture notes on data engineering and communications technologies
MultiH-EU: An AI-Driven Decision Support System for Multi-disease Diagnosis
2026 · Diogen Babuc, Teodor-Florin Fortiş · Communications in computer and information science
AD-ZeroNAS: Zero-Shot Proxies for Efficient Neural Architecture Search via Activation Diversity Function on Histopathological Use Cases
2025 · Diogen Babuc, Teodor-Florin Fortiş · Lecture notes on data engineering and communications technologies
μxer: Cross-Domain Split Mixer-Based Deep Learning Approach for Healthcare and Eco-Health
2025 · Diogen Babuc, Teodor-Florin Fortiş · International Symposium on Parallel and Distributed Computing
Steps Towards an IoMT-Enabled Platform Supporting Healthcare Use-Cases
2025 · Diogen Babuc, Ionica-Larisa Puiu, et al. · Lecture notes on data engineering and communications technologies
A Custom-Based Deep Learning Architecture for Classifying Colorectal Polyps into Premalignant and Benign
2025 · Diogen Babuc, Todor Ivaşcu, et al.
Works count: 35
Citation count: 28
H-index: 3
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