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Prediction of psychosis across protocols and risk cohorts using automated language analysis
Autores: Cheryl M. Corcoran, Facundo Carrillo, Diego Fernández Slezak, Gillinder Bedi, Casimir Klim, Daniel C. Javitt, Carrie E. Bearden, Guillermo Cecchi
World Psychiatry
2018
Citas: 398
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| # | Título del Artículo | Año | Fuente / Journal | Autores |
|---|---|---|---|---|
| 1 | Precision Medicine, AI, and the Future of Personalized Health Care | 2020 | - | Kevin B. Johnson, Wei‐Qi Wei, Dilhan Weeraratne, Mark E. Frisse, Karl E. Misulis, Kyu Rhee, Juan Zhao, Jane Snowdon |
| 2 | Machine Learning and Natural Language Processing in Mental Health: Systematic Review | 2020 | - | Aziliz Le Glaz, Yannis Haralambous, Deok-Hee Kim-Dufor, Philippe Lenca, Romain Billot, Taylor C. Ryan, Jonathan Marsh, Jordan DeVylder, Michel Walter, Sofian Berrouiguet, Christophe Lemey |
| 3 | Machine Learning in Healthcare | 2021 | - | Hafsa Habehh, Suril Gohel |
| 4 | Artificial Intelligence for Mental Health Care: Clinical Applications, Barriers, Facilitators, and Artificial Wisdom | 2021 | - | Ellen Lee, John Torous, Munmun De Choudhury, Colin A. Depp, Sarah Graham, Ho‐Cheol Kim, Martin P. Paulus, John H. Krystal, Dilip V. Jeste |
| 5 | AI in mental health | 2020 | - | Simon D’Alfonso |
| 6 | Detecting formal thought disorder by deep contextualized word representations | 2021 | - | Justyna Sarzyńska‐Wawer, Aleksander Wawer, Aleksandra Pawlak, Julia Szymanowska, Izabela Stefaniak, Michał Jarkiewicz, Łukasz Okruszek |
| 7 | Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances | 2018 | - | Sumithra Velupillai, Hanna Suominen, Maria Liakata, Angus Roberts, Anoop D Shah, Katherine I. Morley, David Osborn, Joseph Hayes, Robert Stewart, Johnny Downs, Wendy W. Chapman, Rina Dutta |
| 8 | Implementing Precision Psychiatry: A Systematic Review of Individualized Prediction Models for Clinical Practice | 2020 | - | Gonzalo Salazar de Pablo, Erich Studerus, Julio Vaquerizo‐Serrano, Jessica Irving, Ana Catalán, Dominic Oliver, Helen Baldwin, Andrea Danese, Seena Fazel, Ewout W. Steyerberg, Daniel Ståhl, Paolo Fusar‐Poli |
| 9 | A machine learning approach to predicting psychosis using semantic density and latent content analysis | 2019 | - | Neguine Rezaii, Elaine F. Walker, Phillip Wolff |
| 10 | Language as a biomarker for psychosis: A natural language processing approach | 2020 | - | Cheryl M. Corcoran, Vijay A. Mittal, Carrie E. Bearden, Raquel E. Gur, Kasia Hitczenko, Zarina Bilgrami, Aleksandar Savić, Guillermo Cecchi, Phillip Wolff |
| 11 | Natural language processing for mental health interventions: a systematic review and research framework | 2023 | - | Matteo Malgaroli, Thomas D. Hull, James M Zech, Tim Althoff |
| 12 | Evaluation of Speech-Based Digital Biomarkers: Review and Recommendations | 2020 | - | Jessica Robin, John Harrison, Liam D. Kaufman, Frank Rudzicz, William Simpson, Maria Yancheva |
| 13 | A survey on big data-driven digital phenotyping of mental health | 2019 | - | Yunji Liang, Xiaolong Zheng, Daniel Zeng |
| 14 | Using Language Processing and Speech Analysis for the Identification of Psychosis and Other Disorders | 2020 | - | Cheryl M. Corcoran, Guillermo Cecchi |
| 15 | ChatGPT and Bard exhibit spontaneous citation fabrication during psychiatry literature search | 2023 | - | Alessia McGowan, Yunlai Gui, Matthew F. Dobbs, Sophia Shuster, Matthew Cotter, Alexandria Selloni, Marianne Goodman, Agrima Srivastava, Guillermo Cecchi, Cheryl M. Corcoran |
| 16 | Voice patterns in schizophrenia: A systematic review and Bayesian meta-analysis | 2019 | - | Alberto Parola, Arndis Simonsen, Vibeke Bliksted, Riccardo Fusaroli |
| 17 | Technology and mental health: The role of artificial intelligence | 2018 | - | Christopher A. Lovejoy |
| 18 | Natural language processing methods are sensitive to sub-clinical linguistic differences in schizophrenia spectrum disorders | 2021 | - | Sunny X. Tang, Reno Kriz, Sunghye Cho, Suh Jung Park, Jenna Harowitz, Raquel E. Gur, Mahendra T. Bhati, Daniel H. Wolf, João Sedoc, Mark Liberman |
| 19 | Polygenic Risk Score Contribution to Psychosis Prediction in a Target Population of Persons at Clinical High Risk | 2019 | - | Diana O. Perkins, Loes M. Olde Loohuis, Jenna Barbee, John Ford, Clark Jeffries, Jean Addington, Carrie E. Bearden, Kristin S. Cadenhead, Tyrone D. Cannon, Barbara A. Cornblatt, Daniel H. Mathalon, Thomas H. McGlashan, Larry J. Seidman, Ming T. Tsuang, Elaine F. Walker, Scott W. Woods |
| 20 | Anomalies in language as a biomarker for schizophrenia | 2020 | - | Janna N. de Boer, Sanne Brederoo, Alban Voppel, Iris E. Sommer |
| 21 | Detecting relapse in youth with psychotic disorders utilizing patient-generated and patient-contributed digital data from Facebook | 2019 | - | Michael L. Birnbaum, Sindhu Kiranmai Ernala, Asra F. Rizvi, Elizabeth Arenare, Anna Van Meter, Munmun De Choudhury, John M. Kane |
| 22 | Language in schizophrenia: relation with diagnosis, symptomatology and white matter tracts | 2020 | - | Janna N. de Boer, M. van Hoogdalem, René C.W. Mandl, Jantina Brummelman, Alban Voppel, Marieke Begemann, Edwin van Dellen, Frank Wijnen, Iris E. Sommer |
| 23 | Language disturbances in schizophrenia: the relation with antipsychotic medication | 2020 | - | Janna N. de Boer, Alban Voppel, Sanne Brederoo, Frank Wijnen, Iris E. Sommer |
| 24 | Using Natural Language Processing on Electronic Health Records to Enhance Detection and Prediction of Psychosis Risk | 2020 | - | Jessica Irving, Rashmi Patel, Dominic Oliver, Craig Colling, Megan Pritchard, Matthew Broadbent, Helen Baldwin, Daniel Ståhl, Robert Stewart, Paolo Fusar‐Poli |
| 25 | A Review of Automated Speech and Language Features for Assessment of Cognitive and Thought Disorders | 2019 | - | Rohit Voleti, Julie Liss, Visar Berisha |
| 26 | Improving the Detection of Individuals at Clinical Risk for Psychosis in the Community, Primary and Secondary Care: An Integrated Evidence-Based Approach | 2019 | - | Paolo Fusar‐Poli, Sarah Sullivan, Jai Shah, Peter J. Uhlhaas |
| 27 | Waiting for a digital therapist: three challenges on the path to psychotherapy delivered by artificial intelligence | 2023 | - | J. P. Grodniewicz, Mateusz Hohol |
| 28 | Perceptions of US Medical Students on Artificial Intelligence in Medicine: Mixed Methods Survey Study | 2022 | - | David Liu, Jake Sawyer, Alexander Luna, Jihad Aoun, Janet Wang, Lord Boachie, Safwan S. Halabi, Bina Joe |
| 29 | Natural Language Processing markers in first episode psychosis and people at clinical high-risk | 2021 | - | Sarah E. Morgan, Kelly Diederen, Petra E. Vértes, Samantha Ip, Bo Wang, Bethany Thompson, Arsime Demjaha, Andrea De Micheli, Dominic Oliver, Maria Liakata, Paolo Fusar‐Poli, Tom J. Spencer, Philip McGuire |
| 30 | Acoustic speech markers for schizophrenia-spectrum disorders: a diagnostic and symptom-recognition tool | 2021 | - | Janna N. de Boer, Alban Voppel, Sanne Brederoo, Hugo G. Schnack, Khiet P. Truong, Frank Wijnen, Iris E. Sommer |
| 31 | Quantified language connectedness in schizophrenia-spectrum disorders | 2021 | - | Alban Voppel, JN de Boer, Sanne Brederoo, HG Schnack, IEC Sommer |
| 32 | Prediction, Psychosis, and the Cerebellum | 2019 | - | Torgeir Moberget, Richard B. Ivry |
| 33 | Machine Learning Techniques to Predict Mental Health Diagnoses: A Systematic Literature Review | 2024 | - | Ujunwa Madububambachu, Augustine Ukpebor, U.H. Ihezue |
| 34 | Understanding Language Abnormalities and Associated Clinical Markers in Psychosis: The Promise of Computational Methods | 2020 | - | Kasia Hitczenko, Vijay A. Mittal, Matthew Goldrick |
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