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Remote early detection of SARS-CoV-2 infections using a wearable-based algorithm: Results from the COVID-RED study, a prospective randomised single-blinded crossover trial
Zwiers, Laura C., Brakenhoff, Timo B., Goodale, Brianna M., Veen, Duco, Downward, George S., Kovacevic, Vladimir, Markovic, Andjela, Mitratza, Marianna, van Willigen, Marcel, Franks, Billy, van de Wijgert, Janneke, Montes, Santiago, Korkmaz, Serkan, Kjellberg, Jakob, Risch, Lorenz, Conen, David, Risch, Martin, Grossman, Kirsten, Weideli, Ornella C., Rispens, Theo, Bouwman, Jon, Folarin, Amos A., Bai, Xi, Dobson, Richard, Cronin, Maureen, Grobbee, Diederick E.
Published in PloS one (05.06.2025)
Published in PloS one (05.06.2025)
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Journal Article
“A patient like me” – An algorithm-based program to inform patients on the likely conditions people with symptoms like theirs have
Koren, Gideon, Souroujon, Daniel, Shaul, Ran, Bloch, Allon, Leventhal, Ariel, Lockett, Jason, Shalev, Varda
Published in Medicine (Baltimore) (01.10.2019)
Published in Medicine (Baltimore) (01.10.2019)
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Journal Article
Development and evaluation of a mobile-optimized daily self-rating depression screening app: A preliminary study
Chung, Kyungmi, Jeon, Min-Jeong, Park, Jaesub, Lee, San, Kim, Chang Oh, Park, Jin Young
Published in PloS one (26.06.2018)
Published in PloS one (26.06.2018)
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Journal Article
Identification of Social Engagement Indicators Associated With Autism Spectrum Disorder Using a Game-Based Mobile App: Comparative Study of Gaze Fixation and Visual Scanning Methods
Varma, Maya, Washington, Peter, Chrisman, Brianna, Kline, Aaron, Leblanc, Emilie, Paskov, Kelley, Stockham, Nate, Jung, Jae-Yoon, Sun, Min Woo, Wall, Dennis P
Published in Journal of medical Internet research (15.02.2022)
Published in Journal of medical Internet research (15.02.2022)
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Journal Article
App-based symptom tracking to optimize SARS-CoV-2 testing strategy using machine learning
Dantas, Leila F., Peres, Igor T., Bastos, Leonardo S. L., Marchesi, Janaina F., de Souza, Guilherme F. G., Gelli, João Gabriel M., Baião, Fernanda A., Maçaira, Paula, Hamacher, Silvio, Bozza, Fernando A.
Published in PloS one (25.03.2021)
Published in PloS one (25.03.2021)
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Journal Article
BraNet: a mobil application for breast image classification based on deep learning algorithms
Jiménez-Gaona, Yuliana, Álvarez, María José Rodríguez, Castillo-Malla, Darwin, García-Jaen, Santiago, Carrión-Figueroa, Diana, Corral-Domínguez, Patricio, Lakshminarayanan, Vasudevan
Published in Medical & biological engineering & computing (01.09.2024)
Published in Medical & biological engineering & computing (01.09.2024)
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Journal Article
Image‐based remote evaluation of PASI scores with psoriasis by the YOLO‐v4 algorithm
Yin, Heng, Chen, Hui, Zhang, Wei, Zhang, Jing, Cui, Tao, Li, Yunpeng, Yu, Nan, Yu, Yingyao, Long, Hai, Xiao, Rong, Su, Yuwen, Li, Yaping, Zhang, Guiying, Tan, Yixin, Wu, Haijing, Lu, Qianjin
Published in Experimental dermatology (01.04.2024)
Published in Experimental dermatology (01.04.2024)
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Journal Article
Screening accuracy of a 14-day smartphone ambulatory assessment of depression symptoms and mood dynamics in a general population sample: Comparison with the PHQ-9 depression screening
Burchert, Sebastian, Kerber, André, Zimmermann, Johannes, Knaevelsrud, Christine
Published in PloS one (06.01.2021)
Published in PloS one (06.01.2021)
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Journal Article
Smartwatch-based algorithm for early detection of pulmonary infection: Validation and performance evaluation
Chen, Yibing, She, Danyang, Guo, Yutao, Chen, Wenjuan, Li, Jing, Li, Dan, Xie, Lixin
Published in Digital health (01.01.2024)
Published in Digital health (01.01.2024)
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Journal Article
FEMaLe: The use of machine learning for early diagnosis of endometriosis based on patient self-reported data—Study protocol of a multicenter trial
Balogh, Dora B., Hudelist, Gernot, Bļizņuks, Dmitrijs, Raghothama, Jayanth, Becker, Christian M., Horace, Roman, Krentel, Harald, Horne, Andrew W., Bourdel, Nicolas, Marki, Gabriella, Tomassetti, Carla, Kirk, Ulrik Bak, Acs, Nandor, Bokor, Attila
Published in PloS one (09.05.2024)
Published in PloS one (09.05.2024)
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Journal Article
A web-based tool utilizing machine learning algorithms for predicting illicit drug use in emergency departments
Lu, Tsung-Chien, Lin, Chih-Chuan, Weng, Te-I, Chou, Fan-Ya, Fang, Cheng- Chung
Published in International journal of medical informatics (Shannon, Ireland) (01.11.2025)
Published in International journal of medical informatics (Shannon, Ireland) (01.11.2025)
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Journal Article
Physician preference for receiving machine learning predictive results: A cross-sectional multicentric study
Wichmann, Roberta Moreira, Fagundes, Thales Pardini, de Oliveira, Tiago Almeida, Batista, André Filipe de Moraes, Chiavegatto Filho, Alexandre Dias Porto
Published in PloS one (14.12.2022)
Published in PloS one (14.12.2022)
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Journal Article
Development, preliminary usability and accuracy testing of the EBMT ‘eGVHD App’ to support GvHD assessment according to NIH criteria—a proof of concept
Schoemans, H, Goris, K, Durm, R V, Vanhoof, J, Wolff, D, Greinix, H, Pavletic, S, Lee, S J, Maertens, J, Geest, S D, Dobbels, F, Duarte, R F
Published in Bone marrow transplantation (Basingstoke) (01.08.2016)
Published in Bone marrow transplantation (Basingstoke) (01.08.2016)
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Journal Article
Developing Screening Services for Colorectal Cancer on Android Smartphones
Published in Telemedicine journal and e-health
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Journal Article
Mobile microscopy and telemedicine platform assisted by deep learning for the quantification of Trichuris trichiura infection
Dacal, Elena, Bermejo-Peláez, David, Lin, Lin, Álamo, Elisa, Cuadrado, Daniel, Martínez, Álvaro, Mousa, Adriana, Postigo, María, Soto, Alicia, Sukosd, Endre, Vladimirov, Alexander, Mwandawiro, Charles, Gichuki, Paul, Williams, Nana Aba, Muñoz, José, Kepha, Stella, Luengo-Oroz, Miguel
Published in PLoS neglected tropical diseases (01.09.2021)
Published in PLoS neglected tropical diseases (01.09.2021)
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Journal Article
Artificial Intelligence in Skin Cancer Diagnosis: A Reality Check
Brancaccio, Gabriella, Balato, Anna, Malvehy, Josep, Puig, Susana, Argenziano, Giuseppe, Kittler, Harald
Published in Journal of investigative dermatology (01.03.2024)
Published in Journal of investigative dermatology (01.03.2024)
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Journal Article
A Hybrid Stacked CNN and Residual Feedback GMDH-LSTM Deep Learning Model for Stroke Prediction Applied on Mobile AI Smart Hospital Platform
Elbagoury, Bassant M., Vladareanu, Luige, Vlădăreanu, Victor, Salem, Abdel Badeeh, Travediu, Ana-Maria, Roushdy, Mohamed Ismail
Published in Sensors (Basel, Switzerland) (27.03.2023)
Published in Sensors (Basel, Switzerland) (27.03.2023)
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Journal Article
Mood Prediction of Patients With Mood Disorders by Machine Learning Using Passive Digital Phenotypes Based on the Circadian Rhythm: Prospective Observational Cohort Study
Cho, Chul-Hyun, Lee, Taek, Kim, Min-Gwan, In, Hoh Peter, Kim, Leen, Lee, Heon-Jeong
Published in Journal of medical Internet research (17.04.2019)
Published in Journal of medical Internet research (17.04.2019)
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Journal Article