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  1. Bioinformatics Tools, Databases, and Data Formats: A Functional Overview for Introductory Sequence-Based and NGS Workflows

    Article • Applied Sciences, July 2026, MDPI AG

    Inês Domingues

  2. Comparing Ordinal Loss Functions for Heart Disease Severity Prediction

    Article • Machine Learning and Knowledge Extraction, June 2026, MDPI AG

    Inês Domingues

  3. Drop in Transfer Entropy between EEG Bands during Auditory Steady-State Response in Developmental Dyslexia

    Article • January 2026, Springer Science + Business Media

    Inês Domingues

  4. SDG 12: Responsible Consumption and Production: Using PBL to Foster Engagement and Empower Students with Sustainable Practices

    Article • November 2025, Springer Science + Business Media

    Inês Domingues

  5. Assessing the Impact of Automatic vs. Manual Segmentation on Radiomic Feature Analysis: A Prostate Cancer Study

    Article • October 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  6. Composite Heatmaps: Interpreting Deep Models in Morph Attack Detection

    Article • October 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  7. Multimodal Prediction of Complete Response to Chemoradiotherapy in Esophageal Cancer Using Clinical Data, Radiomics, and Deep Embeddings

    Article • October 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  8. Improving Clinically Significant Prostate Cancer Detection with a Multimodal Machine Learning Approach: A Large-Scale Multicenter Study

    Article • Radiology Imaging Cancer, September 2025, Radiological Society of North America (RSNA)

    Inês Domingues

  9. Uplift Modeling for Treatment Effect Estimation in the Prostate Cancer Treatment Landscape

    Article • July 2025, Springer Science + Business Media

    Inês Domingues

  10. Private Data Incrementalization: Data-Centric Model Development for Clinical Liver Segmentation

    Article • Bioengineering, May 2025, MDPI AG

    Inês Domingues

  11. CRISPR-Cas9 and Its Bioinformatics Tools: A Systematic Review

    Article • Current Issues in Molecular Biology, April 2025, MDPI AG

    Inês Domingues

  12. Editorial of the special section: CIARP 2023

    Article • Pattern Recognition Letters, March 2025, Elsevier

    Inês Domingues

  13. Systematic Review of Phylogenetic Analysis Techniques for RNA Viruses Using Bioinformatics

    Article • International Journal of Molecular Sciences, February 2025, MDPI AG

    Inês Domingues

  14. Deep Learning Techniques for Detecting Morphed Face Images: A Literature Review

    Article • IEEE Access, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  15. Predicting Grades in the “Introduction to Clinical Databases” Course: Dataset Creation, Pipeline Design, and Model Evaluation

    Article • January 2025, Springer Science + Business Media

    Inês Domingues

  16. Comparative Analysis of Quantitative Assessment Metrics for Liver Segmentation

    Article • January 2025, Springer Science + Business Media

    Inês Domingues

  17. A Paradigm Shift in Teaching Machine Learning to Sustainable City Management Master Students

    Article • September 2024, ACM (Association for Computing Machinery)

    Inês Domingues

  18. Radiomic Pipelines for Prostate Cancer in External Beam Radiation Therapy: A Review of Methods and Future Directions

    Article • Journal of Clinical Medicine, July 2024, MDPI AG

    Inês Domingues

  19. Design and Implementation of an Introductory Course on Clinical Databases

    Article • May 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  20. Design and Implementation of an Introductory Course on Clinical Databases

    Article • May 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  21. Correction to: Distinguishing between Crohn’s disease and ulcerative colitis using deep learning models with interpretability

    Article • Pattern Analysis and Applications, May 2024, Springer Science + Business Media

    Inês Domingues

  22. Mammogram Retrieval System: Aggregating Image Classifiers for Enhanced Breast Cancer Diagnosis

    Article • April 2024, ACM (Association for Computing Machinery)

    Inês Domingues

  23. Algorithms for Liver Segmentation in Computed Tomography Scans: A Historical Perspective

    Article • Sensors, March 2024, MDPI AG

    Inês Domingues

  24. Algorithms for Liver Segmentation in Computed Tomography Scans: A Historical Perspective

    Article • February 2024, MDPI AG

    Inês Domingues

  25. Distinguishing between Crohn’s disease and ulcerative colitis using deep learning models with interpretability

    Article • Pattern Analysis and Applications, January 2024, Springer Science + Business Media

    Inês Domingues

  26. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

    Article • January 2024, Springer Science + Business Media

    Inês Domingues

  27. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

    Article • January 2024, Springer Science + Business Media

    Inês Domingues

  28. Knowledge Distillation of Vision Transformers and Convolutional Networks to Predict Inflammatory Bowel Disease

    Article • November 2023, Springer Science + Business Media

    Inês Domingues

  29. Comparing Vision Transformers and Convolutional Neural Networks for Image Classification: A Literature Review

    Article • Applied Sciences, April 2023, MDPI AG

    Inês Domingues

  30. Value of handcrafted and deep radiomic features towards training robust machine learning classifiers for prediction of prostate cancer disease aggressiveness

    Article • Scientific Reports, April 2023, Springer Science + Business Media

    Inês Domingues

  31. U-Net Architectures for Prostate Cancer Radiation Therapy

    Article • U Porto Journal of Engineering, January 2023, Faculdade de Engenharia - Universidade do Port

    Inês Domingues

  32. Cone Beam Computed Tomography Radiomics for Prostate Cancer: Favourable vs. Unfavourable Prognosis Prediction

    Article • Applied Sciences, January 2023, MDPI AG

    Inês Domingues

  33. Deep Neural Networks to Distinguish Between Crohn’s Disease and Ulcerative Colitis

    Article • January 2023, Springer Science + Business Media

    Inês Domingues

  34. Pattern Recognition and Image Analysis

    Article • January 2023, Springer Science + Business Media

    Inês Domingues

  35. Development and Prospective Validation of a Fully Automatic Bi-Parametric MRI Radiomics Signature to Predict Prostate Cancer Disease Aggressiveness: A Multi-Centric Study Using Over 4000 Patients

    Article • January 2023, Elsevier

    Inês Domingues

  36. Editorial of the Special Issue from WorldCIST'20

    Article • Computational and Mathematical Organization Theory, April 2022, Springer Science + Business Media

    Inês Domingues

  37. Prostate Cancer Aggressiveness Prediction Using CT Images

    Article • Life, October 2021, MDPI AG

    Inês Domingues

  38. Study on Data Partition for Delimitation of Masses in Mammography

    Article • Journal of Imaging, September 2021, MDPI AG

    Inês Domingues

  39. An Iterative Algorithm for Semisupervised Classification of Hotspots on Bone Scintigraphies of Patients with Prostate Cancer

    Article • Journal of Imaging, August 2021, MDPI AG

    Inês Domingues

  40. Deep Learning vs. Super Pixel Classification for Breast Masses Segmentation

    Article • June 2021, Taylor & Francis

    Inês Domingues

  41. Automated Detection of COVID-19 Cases on Radiographs using Shape-Dependent Fibonacci-p Patterns

    Article • IEEE Journal of Biomedical and Health Informatics, June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  42. Predicting the Use of Invasive Mechanical Ventilation in ICU COVID-19 Patients

    Article • January 2021, Springer Science + Business Media

    Inês Domingues

  43. Classification of oesophagic early-stage cancers: deep learning versus traditional learning approaches

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  44. Multimedia systems and applications in biomedicine

    Article • Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization, February 2020, Taylor & Francis

    Inês Domingues, Professor Carla M. A. Pinto

  45. Guest Editorial: Information Fusion for Medical Data: Early, Late, and Deep Fusion Methods for Multimodal Data

    Article • IEEE Journal of Biomedical and Health Informatics, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  46. Automatic Generation of Lymphoma Post-Treatment PETs using Conditional-GANs

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  47. Using deep learning techniques in medical imaging: a systematic review of applications on CT and PET

    Article • Artificial Intelligence Review, November 2019, Springer Science + Business Media

    Inês Domingues

  48. An iterative oversampling approach for ordinal classification

    Article • April 2019, ACM (Association for Computing Machinery)

    Inês Domingues

  49. Computer Vision in Esophageal Cancer: A Literature Review

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  50. Going Back to Basics on Volumetric Segmentation of the Lungs in CT: A Fully Image Processing Based Technique

    Article • January 2019, Springer Science + Business Media

    Inês Domingues

  51. A Personal Robot as an Improvement to the Customers’ In-store Experience

    Article • November 2018, Springer Science + Business Media

    Inês Domingues

  52. Bi-Rads Classification of Breast Cancer: A New Pre-Processing Pipeline for Deep Models Training

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  53. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

    Article • CA A Cancer Journal for Clinicians, September 2018, Wiley

    Inês Domingues

  54. Evaluation of Oversampling Data Balancing Techniques in the Context of Ordinal Classification

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  55. A Personal Robot as an Improvement to the Customers’ In- Store Experience

    Article • January 2018, IntechOpen

    Inês Domingues

  56. Registration of CT with PET: A Comparison of Intensity-Based Approaches

    Article • January 2018, Springer Science + Business Media

    Inês Domingues

  57. Functionalities and Requirements of an Autonomous Shopping Vehicle for People with Reduced Mobility

    Article • January 2017, Scitepress

    Inês Domingues

  58. Closed Shortest Path in the Original Coordinates with an Application to Breast Cancer

    Article • International Journal of Pattern Recognition and Artificial Intelligence, February 2015, World Scientific Pub Co Pte Lt

    Inês Domingues

  59. Tool to aid specialists in breast cancer screening

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  60. Using Bayesian surprise to detect calcifications in mammogram images

    Article • August 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  61. Max-Ordinal Learning

    Article • IEEE Transactions on Neural Networks and Learning Systems, July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  62. Assessment of a novel mass detection algorithm in mammograms

    Article • Journal of Cancer Research and Therapeutics, January 2013, Medknow

    Inês Domingues

  63. A New Local Adaptive Mass Detection Algorithm in Mammograms

    Article • January 2013, Scitepress

    Inês Domingues

  64. Ordinal Data Classification Using Kernel Discriminant Analysis: A Comparison of Three Approaches

    Article • December 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  65. INbreast

    Article • Academic Radiology, February 2012, Elsevier

    Inês Domingues

  66. Max-Coupled Learning: Application to Breast Cancer

    Article • December 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Inês Domingues

  67. Proximate amino acid, fatty acid and mineral composition of two Sudanese edible pentatomid insects

    Article • International Journal of Tropical Insect Science, September 2011, Springer Science + Business Media

    Inês Domingues

  68. Pectoral muscle detection in mammograms based on polar coordinates and the shortest path

    Article • August 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ricardo João Cruz-Correia, Inês Domingues

  69. Pectoral muscle detection in mammograms based on the shortest path with endpoints learnt by SVMs

    Article • August 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ricardo João Cruz-Correia, Inês Domingues

  70. European Portuguese MRI based speech production studies

    Article • Speech Communication, November 2008, Elsevier

    Inês Domingues

  71. MRI study of coarticulation in European Portuguese

    Article • The Journal of the Acoustical Society of America, January 2007, Acoustical Society of America (ASA)

    Inês Domingues

  72. Volumetric MRI acquisition and processing

    Article • The Journal of the Acoustical Society of America, January 2007, Acoustical Society of America (ASA)

    Inês Domingues

  73. Simplified, validated empirical model for thermodilution cardiac output.

    Article • Simulation in Healthcare The Journal of the Society for Simulation in Healthcare, January 2006, Wolters Kluwer Health

    Inês Domingues