Paolo Fraccaro

According to our database, Paolo Fraccaro authored at least 21 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Flood Mapping Using Sentinel-1 Images and Lightweight U-Nets Trained on Synthesized Events.

Maciel Zortea, Michal Muszynski, Paolo Fraccaro, Jonas Weiss

IEEE Geosci. Remote. Sens. Lett., 2023

Variational Exploration Module VEM: A Cloud-Native Optimization and Validation Tool for Geospatial Modeling and AI Workflows.

Julian Kuehnert, Hiwot Tadesse, Chris Dearden, Rosie Lickorish, Paolo Fraccaro, Anne Jones, Blair Edwards, Sekou L. Remy, Peter Melling, Tim Culmer

CoRR, 2023

Foundation Models for Generalist Geospatial Artificial Intelligence.

Johannes Jakubik, Sujit Roy, C. E. Phillips, Paolo Fraccaro, Denys Godwin, Bianca Zadrozny, Daniela Szwarcman, Carlos Gomes, Gabby Nyirjesy, Blair Edwards, Daiki Kimura, Naomi Simumba, Linsong Chu, S. Karthik Mukkavilli, Devyani Lambhate, Kamal Das, Ranjini Bangalore, Dário A. B. Oliveira, Michal Muszynski, Kumar Ankur, Muthukumaran Ramasubramanian, Iksha Gurung, Sam Khallaghi, Hanxi Li, Michael Cecil, Maryam Ahmadi, Fatemeh Kordi, Hamed Alemohammad, Manil Maskey, Raghu K. Ganti, Kommy Weldemariam, Rahul Ramachandran

CoRR, 2023

2022

A Deep Learning Application to Map Weed Spatial Extent from Unmanned Aerial Vehicles Imagery.

Paolo Fraccaro, Junaid Butt, Blair Edwards, Robert P. Freckleton, Dylan Z. Childs, Katharina Reusch, David Comont

Remote. Sens., 2022

Climate Impact Modelling Framework.

Blair Edwards, Paolo Fraccaro, Nikola Stoyanov, Nelson Bore, Julian Kuehnert, Kommy Weldemariam, Anne Jones

CoRR, 2022

Surface Water Mapping in Sentinel-1 Images: A Probabilistic Approach Combining Classic Detection Methods.

Maciel Zortea, Paolo Fraccaro, Thomas Brunschwiler, Michal Muszynski, Jonas R. M. Weiss

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Deep Temporal Interpolation of Radar-Based Precipitation.

Michiaki Tatsubori, Takao Moriyama, Tatsuya Ishikawa, Paolo Fraccaro, Anne Jones, Blair Edwards, Julian Kuehnert, Sekou L. Remy

Proceedings of the IEEE International Conference on Acoustics, 2022

Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters?

Michal Muszynski, Tobias Hölzer, Jonas R. M. Weiss, Paolo Fraccaro, Maciel Zortea, Thomas Brunschwiler

Proceedings of the IEEE International Conference on Big Data, 2022

Deploying an Artificial Intelligence Application to Detect Flood from Sentinel 1 Data.

Paolo Fraccaro, Nikola Stoyanov, Zaheed Gaffoor, Laura Elena Cue La Rosa, Jitendra Singh, Tatsuya Ishikawa, Blair Edwards, Anne Jones, Komminist Weldemariam

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2020

Preliminary Safety Analysis of a Wearable Clinic for the Early Detection of Psychotic Relapse.

Ibrahim Habli, Charlotte Stockton-Powdrell, Matthew Machin, Paolo Fraccaro, Shôn Lewis, Niels Peek

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Modelling Mobile Signal Strength by Combining Geospatial Big Data and Artificial Intelligence.

Paolo Fraccaro, Matt Benatan, Katharina Reusch, Clyde Fare, Blair Edwards, Edward Pyzer-Knapp

Proceedings of the ICVISP 2020: 4th International Conference on Vision, 2020

Development and Preliminary Evaluation of a Method for Passive, Privacy-Aware Home Care Monitoring Based on 2D LiDAR Data.

Paolo Fraccaro, Xenophon Evangelopoulos, Blair Edwards

Proceedings of the Artificial Intelligence in Medicine, 2020

2019

Digital biomarkers from geolocation data in bipolar disorder and schizophrenia: a systematic review.

Paolo Fraccaro, Anna L. Beukenhorst, Matthew Sperrin, Simon Harper, Jasper Palmier-Claus, Shôn Lewis, Sabine N. van der Veer, Niels Peek

J. Am. Medical Informatics Assoc., 2019

Behavioural Phenotyping of Daily Activities Relevant to Social Functioning Based on Smartphone-Collected Geolocation Data.

Paolo Fraccaro, Stuart Lavery-Blackie, Sabine N. van der Veer, Niels Peek

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

The Minimum Sampling Rate and Sampling Duration When Applying Geolocation Data Technology to Human Activity Monitoring.

Yan Zheng, Paolo Fraccaro, Niels Peek

Proceedings of the Artificial Intelligence in Medicine, 2019

2018

Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour.

Paolo Fraccaro, Markel Vigo, Panagiotis Balatsoukas, Sabine N. van der Veer, Lamiece Hassan, Richard Williams, Grahame Wood, Smeeta Sinha, Iain E. Buchan, Niels Peek

BMC Medical Informatics Decis. Mak., 2018

The influence of patient portals on users' decision making is insufficiently investigated: A systematic methodological review.

Paolo Fraccaro, Markel Vigo, Panagiotis Balatsoukas, Iain E. Buchan, Niels Peek, Sabine N. van der Veer

Int. J. Medical Informatics, 2018

2017

Patient Portal Adoption Rates: A Systematic Literature Review and Meta-Analysis.

Paolo Fraccaro, Markel Vigo, Panagiotis Balatsoukas, Iain E. Buchan, Niels Peek, Sabine N. van der Veer

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

2016

Out-of-Home Activity Recognition from GPS Data in Schizophrenic Patients.

Sonia Difrancesco, Paolo Fraccaro, Sabine van der Veer, Bader Alshoumr, John D. Ainsworth, Riccardo Bellazzi, Niels Peek

Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016

2015

Development and preliminary validation of a dynamic, patient-tailored method to detect abnormal laboratory test results.

Paolo Fraccaro, Benjamin Brown, Mattia Prosperi, Matthew Sperrin, Iain E. Buchan, Niels Peek

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

2014

A web-tool to manage ophthalmologic electronic health records.

Monica Bonetto, Paolo Fraccaro, Massimo Nicolo, Mauro Giacomini

Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014