iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network G Aresta, C Jacobs, T Araújo, A Cunha, I Ramos, B van Ginneken, ... Scientific reports 9 (1), 11591, 2019 | 91 | 2019 |
The role of liquid biopsy in early diagnosis of lung cancer C Freitas, C Sousa, F Machado, M Serino, V Santos, N Cruz-Martins, ... Frontiers in Oncology 11, 634316, 2021 | 69 | 2021 |
LNDb: a lung nodule database on computed tomography J Pedrosa, G Aresta, C Ferreira, M Rodrigues, P Leitão, AS Carvalho, ... arXiv preprint arXiv:1911.08434, 2019 | 67 | 2019 |
Identifying relationships between imaging phenotypes and lung cancer-related mutation status: EGFR and KRAS G Pinheiro, T Pereira, C Dias, C Freitas, V Hespanhol, JL Costa, A Cunha, ... Scientific reports 10 (1), 3625, 2020 | 62 | 2020 |
A deep learning approach for red lesions detection in video capsule endoscopies P Coelho, A Pereira, A Leite, M Salgado, A Cunha Image Analysis and Recognition: 15th International Conference, ICIAR 2018 …, 2018 | 54 | 2018 |
Conventional filtering versus U-Net based models for pulmonary nodule segmentation in CT images J Rocha, A Cunha, AM Mendonça Journal of Medical Systems 44 (4), 81, 2020 | 49 | 2020 |
An unsupervised metaheuristic search approach for segmentation and volume measurement of pulmonary nodules in lung CT scans E Shakibapour, A Cunha, G Aresta, AM Mendonça, A Campilho Expert Systems with Applications 119, 415-428, 2019 | 36 | 2019 |
Helpmepills: A mobile pill recognition tool for elderly persons A Cunha, T Adão, P Trigueiros Procedia Technology 16, 1523-1532, 2014 | 35 | 2014 |
EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning F Silva, T Pereira, J Morgado, J Frade, J Mendes, C Freitas, E Negrao, ... IEEE Access 9, 58667-58676, 2021 | 34 | 2021 |
Literature review on artificial intelligence methods for glaucoma screening, segmentation, and classification J Camara, A Neto, IM Pires, MV Villasana, E Zdravevski, A Cunha Journal of Imaging 8 (2), 19, 2022 | 31 | 2022 |
A systematic review on automatic insect detection using deep learning AC Teixeira, J Ribeiro, R Morais, JJ Sousa, A Cunha Agriculture 13 (3), 713, 2023 | 29 | 2023 |
Machine Learning and Feature Selection Methods for EGFR Mutation Status Prediction in Lung Cancer J Morgado, T Pereira, F Silva, C Freitas, E Negrão, BF de Lima, ... Applied Sciences 11 (7), 3273, 2021 | 29 | 2021 |
Towards machine learning-aided lung cancer clinical routines: Approaches and open challenges F Silva, T Pereira, I Neves, J Morgado, C Freitas, M Malafaia, J Sousa, ... Journal of Personalized Medicine 12 (3), 480, 2022 | 26 | 2022 |
A multi-task CNN approach for lung nodule malignancy classification and characterization S Marques, F Schiavo, CA Ferreira, J Pedrosa, A Cunha, A Campilho Expert Systems with Applications 184, 115469, 2021 | 26 | 2021 |
Comprehensive perspective for lung cancer characterisation based on AI solutions using CT images T Pereira, C Freitas, JL Costa, J Morgado, F Silva, E Negrão, BF de Lima, ... Journal of Clinical Medicine 10 (1), 118, 2020 | 26 | 2020 |
Automatic lung nodule detection combined with gaze information improves radiologists’ screening performance G Aresta, C Ferreira, J Pedrosa, T Araujo, J Rebelo, E Negrao, ... IEEE journal of biomedical and health informatics 24 (10), 2894-2901, 2020 | 26 | 2020 |
Evaluation of MS Kinect for elderly meal intake monitoring A Cunha, L Pádua, L Costa, P Trigueiros Procedia Technology 16, 1383-1390, 2014 | 26 | 2014 |
Detection of juxta-pleural lung nodules in computed tomography images G Aresta, A Cunha, A Campilho Medical Imaging 2017: Computer-Aided Diagnosis 10134, 952-958, 2017 | 24 | 2017 |
Learning lung nodule malignancy likelihood from radiologist annotations or diagnosis data L Gonçalves, J Novo, A Cunha, A Campilho Journal of Medical and Biological Engineering 38, 424-442, 2018 | 23 | 2018 |
Sharing Biomedical Data: Strengthening AI Development in Healthcare T Pereira, J Morgado, F Silva, MM Pelter, VR Dias, R Barros, C Freitas, ... Healthcare 9, 2021 | 22 | 2021 |