Evaluating reproducibility of AI algorithms in digital pathology with DAPPER A Bizzego, N Bussola, M Chierici, V Maggio, M Francescatto, L Cima, ... PLoS computational biology 15 (3), e1006269, 2019 | 51 | 2019 |
Integrating deep and radiomics features in cancer bioimaging A Bizzego, N Bussola, D Salvalai, M Chierici, V Maggio, G Jurman, ... 2019 IEEE Conference on Computational Intelligence in Bioinformatics and …, 2019 | 33 | 2019 |
Integrative network fusion: a multi-omics approach in molecular profiling M Chierici, N Bussola, A Marcolini, M Francescatto, A Zandoną, ... Frontiers in oncology 10, 1065, 2020 | 28 | 2020 |
Predictability of drug-induced liver injury by machine learning M Chierici, M Francescatto, N Bussola, G Jurman, C Furlanello Biology direct 15 (1), 1-10, 2020 | 27 | 2020 |
AI slipping on tiles: Data leakage in digital pathology N Bussola, A Marcolini, V Maggio, G Jurman, C Furlanello Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021 | 22* | 2021 |
Towards a scientific blockchain framework for reproducible data analysis C Furlanello, M De Domenico, G Jurman, N Bussola arXiv preprint arXiv:1707.06552, 2017 | 9 | 2017 |
Machine learning models for predicting endocrine disruption potential of environmental chemicals M Chierici, M Giulini, N Bussola, G Jurman, C Furlanello Journal of Environmental Science and Health, Part C 36 (4), 237-251, 2018 | 8 | 2018 |
Quantification of the immune content in neuroblastoma: Deep learning and topological data analysis in digital pathology N Bussola, B Papa, O Melaiu, A Castellano, D Fruci, G Jurman International journal of molecular sciences 22 (16), 8804, 2021 | 3 | 2021 |
histolab: A Python library for reproducible Digital Pathology preprocessing with automated testing A Marcolini, N Bussola, E Arbitrio, M Amgad, G Jurman, C Furlanello SoftwareX 20, 101237, 2022 | 2 | 2022 |
Cyst segmentation on kidney tubules by means of U-Net deep-learning models S Monaco, N Bussola, S Butto, D Sona, D Apiletti, G Jurman, E Viola, ... 2021 IEEE International Conference on Big Data (Big Data), 3923-3926, 2021 | 1 | 2021 |