| CAD systems for colorectal cancer from WSI are still not ready for clinical acceptance SP Oliveira, PC Neto, J Fraga, D Montezuma, A Monteiro, J Monteiro, ... Scientific Reports 11 (1), 14358, 2021 | 46 | 2021 |
| Weakly-Supervised Classification of HER2 Expression in Breast Cancer Haematoxylin and Eosin Stained Slides SP Oliveira, JR Pinto, T Gonçalves, R Canas-Marques, MJ Cardoso, ... Applied Sciences 10 (14), 4728, 2020 | 26 | 2020 |
| iMIL4PATH: A Semi-Supervised Interpretable Approach for Colorectal Whole-Slide Images PC Neto, SP Oliveira, D Montezuma, J Fraga, A Monteiro, L Ribeiro, ... Cancers 14 (10), 2489, 2022 | 22 | 2022 |
| Annotating for artificial intelligence applications in digital pathology: A practical guide for pathologists and researchers D Montezuma, SP Oliveira, PC Neto, D Oliveira, A Monteiro, JS Cardoso, ... Modern Pathology 36 (4), 100086, 2023 | 20 | 2023 |
| Segmentation of Eye Fundus Images by density clustering in diabetic retinopathy P Furtado, C Travassos, R Monteiro, S Oliveira, C Baptista, F Carrilho 2017 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2017 | 19 | 2017 |
| A Regression Model for Predicting Shape Deformation after Breast Conserving Surgery H Zolfagharnasab, S Bessa, SP Oliveira, P Faria, JF Teixeira, JS Cardoso, ... Sensors 18 (1), 167, 2018 | 15 | 2018 |
| Quality Control in Digital Pathology: Automatic Fragment Detection and Counting T Albuquerque, A Moreira, B Barros, D Montezuma, SP Oliveira, PC Neto, ... 44th Annual International Conference of the IEEE Engineering in Medicine …, 2022 | 9 | 2022 |
| A CAD system for automatic dysplasia grading on H&E cervical whole-slide images SP Oliveira, D Montezuma, A Moreira, D Oliveira, PC Neto, A Monteiro, ... Scientific Reports 13 (1), 3970, 2023 | 4 | 2023 |
| Three-dimensional planning tool for breast conserving surgery: a technological review SP Oliveira, P Morgado, PF Gouveia, JF Teixeira, S Bessa, JP Monteiro, ... Critical Reviews™ in Biomedical Engineering 46 (6), 2018 | 4 | 2018 |
| An interpretable machine learning system for colorectal cancer diagnosis from pathology slides PC Neto, D Montezuma, SP Oliveira, D Oliveira, J Fraga, A Monteiro, ... npj Precision Oncology 8 (1), 56, 2024 | 3 | 2024 |
| Annotation in digital pathology: how to get started? Our experience in classification tasks in pathology D Montezuma, J Fraga, S Oliveira, P Neto, A Monteiro, IM Pinto VIRCHOWS ARCHIV 479 (33rd European Congress of Pathology), S320-S320, 2021 | 2 | 2021 |
| A CAD System for Colorectal Cancer from WSI: A Clinically Validated Interpretable ML-based Prototype PC Neto, D Montezuma, SP Oliveira, D Oliveira, J Fraga, A Monteiro, ... arXiv preprint arXiv:2301.02608, 2023 | 1 | 2023 |
| Quality checkpoint in pathology specimens handling: an AI system to automate fragment detection and count T Albuquerque, D Montezuma, SP Oliveira, PC Neto, J Monteiro, ... 18th European Congress on Digital Pathology (ECDP), SY05.03, 2022 | | 2022 |
| Computer-aided tool for CRC diagnosis: from the AI model to the clinical software prototype J Romão, D Montezuma, SP Oliveira, PC Neto, J Monteiro, L Ribeiro, ... 18th European Congress on Digital Pathology (ECDP), SY12.04, 2022 | | 2022 |
| Colorectal Biopsies Assessment Using Weakly Supervised Classification of Whole-Slide Images P C. Neto, SP Oliveira, J Fraga, D Montezuma, JS Cardoso, I M. Pinto 17th European Congress on Digital Pathology (ECDP), OP01-9, 2021 | | 2021 |
| Density Clustering for Automatic Lesion Detection in Diabetic Retinopathy from Eye Background Images C Travassos, R Monteiro, SP de Oliveira, C Baptista, F Carrilho, P Furtado Applied Physical Chemistry with Multidisciplinary Approaches, 181-208, 2018 | | 2018 |
| Density Segmentation In Detection Of Diabetic Retinopathy C Travassos, R Monteiro, S Oliveira, C Baptista, D Martins, F Carrilho, ... 10th International Conference on Advanced Technologies & Treatments for Diabetes, 2017 | | 2017 |
Jaime CardosoFull Professor at Faculty of Engineering, University of Porto; Researcher, INESC TECVerified email at fe.up.pt
