publicações selecionadas
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artigo académico
- From Synthetic Data to Real-World Efficiency: Automated Vehicle Damage Detection and Vehicle Parts Segmentation. IEEE Access. 2026
- Automation of hospital workflows using international standards: A case study with imaging exams. Computer Methods and Programs in Biomedicine. 2025
- Standardizing Corneal Transplantation Records Using openEHR: Case Study. JMIR Medical Informatics. 2024
- Standardizing Corneal Transplantation Records with openEHR: Case Study. Journal of Medical Internet Research (JMIR). 2024
- Predicting the Survival of Primary Biliary Cholangitis Patients. Applied Sciences. 2022
- Deep Learning for Activity Recognition Using Audio and Video. Electronics. 2022
- Data Mining for Cardiovascular Disease Prediction. Journal of Medical Systems. 2021
- Different Scenarios for the Prediction of Hospital Readmission of Diabetic Patients. Journal of Medical Systems. 2021
- Improving the Decision-Making Process in a Hospital Environment With New Interactive Visualization Methods. International Journal of Reliable and Quality E-Healthcare. 2020
- Monitoring and Maintenance of Web Service Processes in Health Units. International Journal of Reliable and Quality E-Healthcare. 2020
- Application of Data Mining for the Prediction of Mortality and Occurrence of Complications for Gastric Cancer Patients. Entropy. 2019
- A Simple Strategy for Choosing Network Structures in a Object Detection Project with Transfer Learning. AI Communications. 2019
- Knowledge Discovery from Surgical Waiting lists. Procedia Computer Science. 2017
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artigo de conferência
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capítulo de livro
- Classification of Polycystic Ovary Syndrome Based on Correlation Weight Using Machine Learning 2022
- Medical Recommendation System Based on Daily Clinical Reports: A Proposed NLP Approach for Emergency Departments. International Journal on Software Tools for Technology Transfer. 2022
- Data Mining Approach to Understand the Association Between Mental Disorders and Unemployment 2021
- Data Mining for the Prediction of Fetal Malformation Through Cardiotocography Data 2021
- Diagnosis of Diabetic Retinopathy Using Data Mining Classification Techniques 2021
- Prediction Models for Polycystic Ovary Syndrome Using Data Mining 2021
- A MRI View of Brain Tumor Outcome Prediction. Advances in Science, Technology & Innovation (ASTI). 2019
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documento
- LeftInCAR: In-Vehicle Object Detection Dataset 2025
- SYNDCAR: Synthetic Vehicle Damage Detection and Parts Segmentation Dataset 2025
- Synthetic Interior Damage Dataset (SIDD) 2025
- Improving hospital workflows with intelligent and interoperable artifacts 2024
- AIDA-MCDT: nova abordagem à visualização de meios complementares de diagnóstico e terapia 2018
- Standardizing Corneal Transplantation Records Using openEHR: Case Study (Preprint)
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livro
- Recommendation of Medical Exams to Support Clinical Diagnosis Based on Patient’s Symptoms 2023
- Classification of Dementia in Adults 2022
- Detecting Autism Spectrum Disorder Using Data Mining 2022
- Prediction Models for Coronary Heart Disease 2022
- A CRISP-DM Approach for Predicting Liver Failure Cases: An Indian Case Study 2021
- Data Mining Approach to Classify Cases of Lung Cancer 2021
- Step Towards Predicting Patient Length of Stay in Intensive Care Units 2021
- Prediction of Length of Stay for Stroke Patients Using Artificial Neural Networks 2020
- Improving healthcare delivery with new interactive visualization methods 2019
- Steps towards online monitoring systems and interoperability 2019
- Applied Business Intelligence in Surgery Waiting Lists Management 2018