Fabio A. González

Universidad Autónoma de Bucaramanga — Colombia

Computer Science · Physical Sciences

45h-index9.4kcitations383works0.82yr avg
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Research Topics

Image Retrieval and Classification Techniques(56), AI in cancer detection(43), Advanced Image and Video Retrieval Techniques(41), Retinal Imaging and Analysis(34), Artificial Immune Systems Applications(25)

Publications383 total

A review of renewable technologies for power generation in the high mountain ecosystem
Sustainable Engineering and Innovation ISSN 2712-0562·2025Open Access
Publisher Correction: Kernel density matrices for probabilistic deep learning
Quantum Machine Intelligence·2025Open Access
Improving the performance of multimodal large language models on histopathology images classification
2025
Uncertainty Quantification for Metaplasia Detection in Gastrointestinal Histopathology Images
2025
Automatic Stratification of Gastric Intestinal Metaplasia by a Latent Continuous Representation
2025
A Realistic Synthetic Endoscopy Dataset from CT-Stomachs with Gastric Wall Textures learned from Endoscopy Images
2025
Interpretable weakly-supervised learning through kernel density matrices: A digital pathology use case
PLoS ONE·2025Open Access
On-orbit model training for satellite imagery with label proportions
European Journal of Remote Sensing·2025Open Access
Inertia in Converter-Dominated Microgrids: Control Strategies and Estimation Techniques
Electricity·2025Open Access
Kernel density matrices for probabilistic deep learning
Quantum Machine Intelligence·2025Open Access
INQMAD: incremental streaming anomaly detection with density matrices, quantum measurement, and density estimation
Neural Computing and Applications·2025Open Access
Automated Auditing of Upper Endoscopy Procedure Times: A Temporal Multiclass Analysis
Lecture notes in computer science·2025
Towards deep-learning based detection and quantification of intestinal metaplasia on digitized gastric biopsies: a multi-expert comparative study
arXiv (Cornell University)·2025Open Access
Quantum generative classification with mixed states
Quantum Science and Technology·2025Open Access
Self-Supervised Learning for Multi-Category Endoscopy Classification and Data Quality Evaluation Using Masked Autoencoders
2025· 1 cited
GastroHUN an Endoscopy Dataset of Complete Systematic Screening Protocol for the Stomach
Scientific Data·2025· 6 citedOpen Access
ProtoKDM: Prototype-Based Explainability for Biomedical Signals – A Case Study in Clinical Gait Analysis
SSRN Electronic Journal·2025Open Access
MEMO-QCD: quantum density estimation through memetic optimisation for quantum circuit design
Quantum Machine Intelligence·2024· 1 citedOpen Access
Implementation of Principal Component Analysis (PCA)/Singular Value Decomposition (SVD) and Neural Networks in Constructing a Reduced-Order Model for Virtual Sensing of Mechanical Stress
Sensors·2024· 1 citedOpen Access
GHA: A Gated Hierarchical Attention Mechanism for the Detection of Abusive Language in Social Media
IEEE Transactions on Affective Computing·2024· 2 cited
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Frequent Co-authors

Dipankar Dasgupta(12), Ángel Cruz-Roa(9), Anant Madabhushi(7), John Arévalo(7), Ajay Basavanhally(5), Hannah Gilmore(5), Natalie Shih(5), John Tomaszewski(5), Juan Carlos Caicedo(4), Thamar Solorio(4), Oscar Perdómo(4), Henning Müller(4), Olfa Nasraoui(4), Michael D. Feldman(3), Shridar Ganesan(3), Eduardo Romero(3), Sebastian Otálora(3), Fabrice Mériaudeau(3), Raúl Ramos-Pollán(2), José Luís Oliveira(2)