| Deep learning and alignment of spatially resolved single-cell transcriptomes with Tangram T Biancalani, G Scalia, L Buffoni, R Avasthi, Z Lu, A Sanger, N Tokcan, ... Nature methods 18 (11), 1352-1362, 2021 | 390 | 2021 |
| Molecular logic of cellular diversification in the mouse cerebral cortex DJ Di Bella, E Habibi, RR Stickels, G Scalia, J Brown, P Yadollahpour, ... Nature 595 (7868), 554-559, 2021 | 249 | 2021 |
| Evaluating scalable uncertainty estimation methods for deep learning-based molecular property prediction G Scalia, CA Grambow, B Pernici, YP Li, WH Green Journal of chemical information and modeling 60 (6), 2697-2717, 2020 | 184 | 2020 |
| E2mc: Improving emergency management service practice through social media and crowdsourcing analysis in near real time C Havas, B Resch, C Francalanci, B Pernici, G Scalia, ... Sensors 17 (12), 2766, 2017 | 85 | 2017 |
| CIME: Context-aware geolocation of emergency-related posts G Scalia, C Francalanci, B Pernici GeoInformatica 26 (1), 125-157, 2022 | 36 | 2022 |
| Crowd4Ems: A crowdsourcing platform for gathering and geolocating social media content in disaster response A Ravi Shankar, JL Fernandez-Marquez, B Pernici, G Scalia, ... International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2019 | 26 | 2019 |
| IMEXT: A method and system to extract geolocated images from Tweets—Analysis of a case study C Francalanci, P Guglielmino, M Montalcini, G Scalia, B Pernici 2017 11th International Conference on Research Challenges in Information …, 2017 | 22 | 2017 |
| Data ecosystems for scientific experiments: managing combustion experiments and simulation analyses in chemical engineering E Ramalli, G Scalia, B Pernici, A Stagni, A Cuoci, T Faravelli Frontiers in big Data 4, 663410, 2021 | 18 | 2021 |
| Image-based social sensing: combining AI and the crowd to mine policy-adherence indicators from Twitter V Negri, D Scuratti, S Agresti, D Rooein, G Scalia, AR Shankar, ... 2021 IEEE/ACM 43rd International Conference on Software Engineering …, 2021 | 17 | 2021 |
| STab: Self-supervised Learning for Tabular Data E Hajiramezanali, NL Diamant, G Scalia, MW Shen NeurIPS 2022 Table Representation Learning Workshop, 2022 | 13 | 2022 |
| Spatio-temporal mining of keywords for social media cross-social crawling of emergency events A Autelitano, B Pernici, G Scalia GeoInformatica 23 (3), 425-447, 2019 | 13 | 2019 |
| Exploratory spatio-temporal queries in evolving information C Francalanci, B Pernici, G Scalia Mobility Analytics for Spatio-Temporal and Social Data: First International …, 2018 | 12 | 2018 |
| Scalable querying of human cell atlases via a foundational model reveals commonalities across fibrosis-associated macrophages G Heimberg, T Kuo, D DePianto, T Heigl, N Diamant, O Salem, G Scalia, ... bioRxiv, 2023.07. 18.549537, 2023 | 11 | 2023 |
| Nik Bear Brown, Duccio Fanelli, Xiaowei Zhuang, Evan Z. Macosko, and Aviv Regev. Deep learning and alignment of spatially resolved single-cell transcriptomes with tangram T Biancalani, G Scalia, L Buffoni, R Avasthi, Z Lu, A Sanger, N Tokcan, ... Nature Methods 18 (11), 1352-1362, 2021 | 11 | 2021 |
| Towards a scientific data framework to support scientific model development G Scalia, M Pelucchi, A Stagni, A Cuoci, T Faravelli, B Pernici Data Science 2 (1-2), 245-273, 2019 | 9 | 2019 |
| Network-based content geolocation on social media for emergency management G SCALIA Politecnico di Milano, 2016 | 9 | 2016 |
| Reference-based cell type matching of spatial transcriptomics data Y Zhang, JA Miller, J Park, BP Lelieveldt, B Long, T Abdelaal, ... bioRxiv, 2022.03. 28.486139, 2022 | 8 | 2022 |
| Fine-tuning of continuous-time diffusion models as entropy-regularized control M Uehara, Y Zhao, K Black, E Hajiramezanali, G Scalia, NL Diamant, ... arXiv preprint arXiv:2402.15194, 2024 | 7 | 2024 |
| Reference-based cell type matching of in situ image-based spatial transcriptomics data on primary visual cortex of mouse brain Y Zhang, JA Miller, J Park, BP Lelieveldt, B Long, T Abdelaal, ... Scientific Reports 13 (1), 9567, 2023 | 6 | 2023 |
| Geolocating social media posts for emergency mapping B Pernici, C Francalanci, G Scalia, M Corsi, D Grandoni, MA Biscardi arXiv preprint arXiv:1801.06861, 2018 | 6 | 2018 |
