Machine intelligence in healthcare—perspectives on trustworthiness, explainability, usability, and transparency CM Cutillo, KR Sharma, L Foschini, S Kundu, M Mackintosh, KD Mandl, ... NPJ digital medicine 3 (1), 47, 2020 | 218 | 2020 |
Reproducibility in machine learning for health research: Still a ways to go MBA McDermott, S Wang, N Marinsek, R Ranganath, L Foschini, ... Science Translational Medicine 13 (586), eabb1655, 2021 | 181 | 2021 |
On the complexity of time-dependent shortest paths L Foschini, J Hershberger, S Suri Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete …, 2011 | 178 | 2011 |
Deep learning models for electrocardiograms are susceptible to adversarial attack X Han, Y Hu, L Foschini, L Chinitz, L Jankelson, R Ranganath Nature medicine 26 (3), 360-363, 2020 | 134 | 2020 |
Balanced partitions of trees and applications AE Feldmann, L Foschini Algorithmica 71 (2), 354-376, 2015 | 124 | 2015 |
Developing measures of cognitive impairment in the real world from consumer-grade multimodal sensor streams R Chen, F Jankovic, N Marinsek, L Foschini, L Kourtis, A Signorini, ... Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019 | 119 | 2019 |
When indexing equals compression: Experiments with compressing suffix arrays and applications L Foschini, R Grossi, A Gupta, JS Vitter ACM Transactions on Algorithms (TALG) 2 (4), 611-639, 2006 | 78 | 2006 |
Using wearable devices and smartphones to track physical activity: initial activation, sustained use, and step counts across sociodemographic characteristics in a national sample MS Patel, L Foschini, GW Kurtzman, J Zhu, W Wang, CAL Rareshide, ... Annals of internal medicine 167 (10), 755-757, 2017 | 71 | 2017 |
Systems and methods for clustering information A Savona, A Gulli, L Foschini, G Deretta US Patent App. 11/899,832, 2009 | 70 | 2009 |
Adherent use of digital health trackers is associated with weight loss A Pourzanjani, T Quisel, L Foschini PloS one 11 (4), e0152504, 2016 | 68 | 2016 |
Characterizing COVID-19 and influenza illnesses in the real world via person-generated health data A Shapiro, N Marinsek, I Clay, B Bradshaw, E Ramirez, J Min, A Trister, ... Patterns 2 (1), 2021 | 63 | 2021 |
Reproducibility in machine learning for health M McDermott, S Wang, N Marinsek, R Ranganath, M Ghassemi, ... arXiv preprint arXiv:1907.01463, 2019 | 52 | 2019 |
Effect of different financial incentive structures on promoting physical activity among adults: A randomized clinical trial C Bachireddy, A Joung, LK John, F Gino, B Tuckfield, L Foschini, ... JAMA network open 2 (8), e199863-e199863, 2019 | 41 | 2019 |
The association between medication adherence for chronic conditions and digital health activity tracking: retrospective analysis T Quisel, L Foschini, SM Zbikowski, JL Juusola Journal of medical Internet research 21 (3), e11486, 2019 | 41 | 2019 |
Efficiently measuring bandwidth at all time scales F Uyeda, L Foschini, F Baker, S Suri, G Varghese 8th USENIX Symposium on Networked Systems Design and Implementation (NSDI 11), 2011 | 38 | 2011 |
Quantifying the impact of influenza among persons with type 2 diabetes mellitus: a new approach to determine medical and physical activity impact SI Samson, K Konty, WN Lee, T Quisel, L Foschini, D Kerr, J Liska, H Mills, ... Journal of diabetes science and technology 15 (1), 44-52, 2021 | 37 | 2021 |
A parallel architecture for stateful, high-speed intrusion detection L Foschini, AV Thapliyal, L Cavallaro, C Kruegel, G Vigna Information Systems Security: 4th International Conference, ICISS 2008 …, 2008 | 35 | 2008 |
Efficiently selecting spatially distributed keypoints for visual tracking S Gauglitz, L Foschini, M Turk, T Höllerer 2011 18th IEEE international conference on image processing, 1869-1872, 2011 | 33 | 2011 |
Systems and methods for selecting and organizing information using temporal clustering A Savona, A Gulli, L Foschini US Patent App. 11/417,405, 2007 | 27 | 2007 |
Influenza surveillance using wearable mobile health devices KJ Konty, B Bradshaw, E Ramirez, WN Lee, A Signorini, L Foschini Online Journal of Public Health Informatics 11 (1), e62425, 2019 | 26 | 2019 |