| Machine learning model to predict mental health crises from electronic health records R Garriga, J Mas, S Abraha, J Nolan, O Harrison, G Tadros, A Matic Nature medicine 28 (6), 1240-1248, 2022 | 52 | 2022 |
| Optimizing smartphone-delivered cognitive behavioral therapy for body dysmorphic disorder using passive smartphone data: initial insights from an open pilot trial H Weingarden, A Matic, RG Calleja, JL Greenberg, O Harrison, S Wilhelm JMIR mHealth and uHealth 8 (6), e16350, 2020 | 6 | 2020 |
| Combining clinical notes with structured electronic health records enhances the prediction of mental health crises R Garriga, TS Buda, J Guerreiro, JO Iglesias, IE Aguerri, A Matić Cell Reports Medicine 4 (11), 2023 | 3 | 2023 |
| Characterizing observed and effective behavioral engagement with smartphone cognitive behavioral therapy for body dysmorphic disorder: A methods roadmap and use case H Weingarden, RG Calleja, JL Greenberg, I Snorrason, A Matic, R Quist, ... Internet interventions 32, 100615, 2023 | 3 | 2023 |
| Individualized post-crisis monitoring of psychiatric patients via Hidden Markov models R Garriga, V Gómez, G Lugosi Frontiers in Digital Health 6, 1322555, 2024 | | 2024 |
| Personality Trait Inference Via Mobile Phone Sensors: A Machine Learning Approach WYS Sze, MP Herrero, R Garriga arXiv preprint arXiv:2401.10305, 2024 | | 2024 |
| Personality Trait Inference Via Mobile Phone Sensors: A Machine Learning Approach WY Shaney Sze, MP Herrero, R Garriga arXiv e-prints, arXiv: 2401.10305, 2024 | | 2024 |
| Two edges of the screen: Unpacking positive and negative associations between phone use in everyday contexts and subjective well-being TS Buda, M Khwaja, R Garriga, A Matic Plos one 18 (4), e0284104, 2023 | | 2023 |
| Research briefing R Garriga, A Matic | | 2022 |
| Validating a User Using a Digital Behavioral Fingerprint Generated with Sensor Data from the User's Portable Device RG Calleja, A Matic, J Lantz US Patent App. 17/537,970, 2022 | | 2022 |
| Detecting Abnormal Human Behavior By Using Data From User's Portable Devices TS Buda, IE Aguerri, M Khwaja, RG Calleja, A Matic US Patent App. 17/540,853, 2022 | | 2022 |
| Detecting Early Symptoms And Providing Preventative Healthcare Using Minimally Required But Sufficient Data TS Buda, A Matic, M Khwaja, RG Calleja, IE Aguerri US Patent App. 17/362,886, 2021 | | 2021 |
| A data science game: assessing music recommendation with factorization machines R Garriga Calleja, J Mas Adell, S Poudel | | 2017 |
