António Polónia
Hospital de Santo António(PT)
Publications by Year
Research Areas
AI in cancer detection, Radiomics and Machine Learning in Medical Imaging, HER2/EGFR in Cancer Research, Monoclonal and Polyclonal Antibodies Research, Cell Image Analysis Techniques
Most-Cited Works
- → Classification of breast cancer histology images using Convolutional Neural Networks(2017)1,002 cited
- → BACH: Grand challenge on breast cancer histology images(2019)650 cited
- → Actin stress fiber organization promotes cell stiffening and proliferation of pre-invasive breast cancer cells(2017)180 cited
- → Deep learning-based image analysis predicts PD-L1 status from H&E-stained histopathology images in breast cancer(2022)170 cited
- → Learning to detect lymphocytes in immunohistochemistry with deep learning(2019)163 cited
- → Best Practice Recommendations for the Implementation of a Digital Pathology Workflow in the Anatomic Pathology Laboratory by the European Society of Digital and Integrative Pathology (ESDIP)(2021)105 cited
- → Artificial intelligence–assisted cancer diagnosis improves the efficiency of pathologists in prostatic biopsies(2023)102 cited
- → O-glycans truncation modulates gastric cancer cell signaling and transcription leading to a more aggressive phenotype(2019)93 cited
- → Automatic classification of tissue malignancy for breast carcinoma diagnosis(2018)77 cited
- → Digital Pathology Workflow Implementation at IPATIMUP(2021)74 cited