Gustavo Callico

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Catedrático de Universidad / Full Professor

Universidad de Las Palmas de Gran Canaria

Spain

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About

Gustavo Callico is a Full Professor at Universidad de Las Palmas de Gran Canaria, Spain. His research areas encompass personalized glucose prediction, chemotherapy-induced peripheral neuropathy, and hyperspectral imaging applications, as evidenced by his recent articles. He focuses on developing robust algorithms for brain cancer classification and enhancing the interpretability of data within these domains.

Recent Grants

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HypErspectraL Imaging Cancer Detection (HELICoiD)

Open Date: 2014-01-01

Close Date: 2016-12-01

Articles (22)

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Collaborators (13)

Alejandro Martinez de Ternero

Universidad Politécnica de Madrid

SPAIN

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Eduardo Juarez

Associate Professor

Universidad Politécnica de Madrid

SPAIN

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Marianne Maktabi

Substitute professor Biomedical Information Processing

GERMANY

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Manuel Villa Romero

Universidad Politécnica de Madrid

SPAIN

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Claire Chalopin

Professor

HAWK University of Applied Sciences and Arts Hildesheim/Holzminden/Göttingen

GERMANY

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Terje Solvoll

Professor II

Nord University

NORWAY

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Francisco Javier Balea-Fernández

Profesor

Universidad de Las Palmas de Gran Canaria

SPAIN

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MIGUEL CHAVARRIAS LAPASTORA

Universidad Politécnica de Madrid

SPAIN

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Jose maria Cabrera

Universidad de Las Palmas de Gran Canaria

SPAIN

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Juan Ruiz-Alzola

Universidad de Las Palmas de Gran Canaria

SPAIN

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Bernardino Clavo

SPAIN

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Ana M. Wägner

Universidad de Las Palmas de Gran Canaria

SPAIN

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Cristina Soguero-Ruiz

Associate Professor

Universidad Rey Juan Carlos

SPAIN

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Gustavo Callico

Research Interests

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About

Recent Grants

Articles (22)

Incorporating Uncertainty Estimation and Interpretability in Personalized Glucose Prediction Using the Temporal Fusion Transformer

Ozone Treatment in the Management of Chemotherapy-Induced Peripheral Neuropathy: A Review of Rationale and Research Directions

Unifying Heterogeneous Hyperspectral Databases for In-Vivo Human Brain Cancer Classification: Towards Robust Algorithm Development

Regulated Power Supply with High Power Factor for Hyperspectral Imaging Applications

Unified Unsupervised Unmixing With Sparse Noise Estimation for Linear and Multilinear Models

Roadmap for the Characterization and Validation of Hyperspectral Microscopic Systems

Robust and Unified Semi-Supervised Unmixing of Hyperspectral Imaging for Linear and Multilinear Models

Blind non-linear spectral unmixing with spatial coherence for hyper and multispectral images

Publisher Correction: Histological Hyperspectral Glioblastoma Dataset (HistologyHSI-GB)

Histological Hyperspectral Glioblastoma Dataset (HistologyHSI-GB)

Development of a visible to 1600 nm hyperspectral imaging rigid-scope system using supercontinuum light and an acousto-optic tunable filter

Low-Cost FPGA Implementation of Deep Learning-Based Heart Sound Segmentation for Real-Time CVDs Screening

Multi and hyperspectral image unmixing with spatial coherence by extended blind end-member and abundance extraction

Synthetic Patient Data Generation and Evaluation in Disease Prediction Using Small and Imbalanced Datasets

Quality, Usability, and Effectiveness of mHealth Apps and the Role of Artificial Intelligence: Current Scenario and Challenges

Blur-specific image quality assessment of microscopic hyperspectral images

Towards Real-Time Hyperspectral Multi-Image Super-Resolution Reconstruction Applied to Histological Samples

Feature Ranking by Variational Dropout for Classification Using Thermograms from Diabetic Foot Ulcers

Nonlinear extended blind end-member and abundance extraction for hyperspectral images

Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis

Neural Networks-Based On-Site Dermatologic Diagnosis through Hyperspectral Epidermal Images

Deep Convolutional Generative Adversarial Networks to Enhance Artificial Intelligence in Healthcare: A Skin Cancer Application

Collaborators (13)

Alejandro Martinez de Ternero

Eduardo Juarez

Marianne Maktabi

Manuel Villa Romero

Claire Chalopin

Terje Solvoll

Francisco Javier Balea-Fernández

MIGUEL CHAVARRIAS LAPASTORA

Jose maria Cabrera

Juan Ruiz-Alzola

Bernardino Clavo

Ana M. Wägner

Cristina Soguero-Ruiz

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