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Review of Machine Learning Algorithms for Diagnosing Mental Illness
Gyeongcheol Cho, Jinyeong Yim, Younyoung Choi, Jungmin Ko, Seoung-Hwan Lee
Psychiatry Investig. 2019;16(4):262-269. Published online 2019 Apr 8 DOI: https://doi.org/10.30773/pi.2018.12.21.2
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Automatic Detection of Putative Mild Cognitive Impairment from Speech Acoustic Features in Mandarin-Speaking Elders
Rumi Wang, Chen Kuang, Chengyu Guo, Yong Chen, Canyang Li, Yoshihiro Matsumura, Masashi Ishimaru, Alice J. Van Pelt, Fei Chen, Jin-Tai Yu
Journal of Alzheimer's Disease.2023; 95(3): 901. CrossRef Machine Learning Techniques in Adaptive and Personalized Systems for Health and Wellness
Oladapo Oyebode, Jonathon Fowles, Darren Steeves, Rita Orji
International Journal of Human–Computer Interaction.2023; 39(9): 1938. CrossRef A machine learning investigation into the temporal dynamics of physical activity‐mediated emotional regulation in adolescents with anorexia nervosa and healthy controls
Damien Lekkas, Joseph A. Gyorda, Nicholas C. Jacobson
European Eating Disorders Review.2023; 31(1): 147. CrossRef A machine learning model to predict suicidal tendencies in students
Lalasa Mukku, Jyothi Thomas
Asian Journal of Psychiatry.2023; 79: 103363. CrossRef Applying ensemble machine learning models to predict individual response to a digitally delivered worry postponement intervention
Joseph A. Gyorda, Matthew D. Nemesure, George Price, Nicholas C. Jacobson
Journal of Affective Disorders.2023; 320: 201. CrossRef Management of post-stroke depression (PSD) by electroencephalography for effective rehabilitation
Bibo Yang, Yanhuan Huang, Zengyong Li, Xiaoling Hu
Engineered Regeneration.2023; 4(1): 44. CrossRef Artificial intelligence and neuroscience: An update on fascinating relationships
Nishanth Gopinath
Process Biochemistry.2023; 125: 113. CrossRef Detection and classification of anxiety in university students through the application of machine learning
Shaurya Bhatnagar, Jyoti Agarwal, Ojasvi Rajeev Sharma
Procedia Computer Science.2023; 218: 1542. CrossRef Heart and brain traumatic stress biomarker analysis with and without machine learning: A scoping review
Darius Rountree-Harrison, Shlomo Berkovsky, Maria Kangas
International Journal of Psychophysiology.2023; 185: 27. CrossRef The potential of electroencephalography coherence to predict the outcome of repetitive transcranial magnetic stimulation in insomnia disorder
Xiaozi Zhang, Xumeng Zhao, Ziqiang Shao, Xinwen Wen, Ling Lu, Minpeng Li, Jiayi Liu, Yan Li, Shan Zhang, Yongjian Guo, Xiaoyang Liu, Lirong Yue, Jun Li, Jixin Liu, Yuanqiang Zhu, Yifei Zhu, Xiaona Sheng, Dahua Yu, Kai Yuan
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S. Kavi Priya, N. Saranya
Computer Systems Science and Engineering.2023; 46(2): 2571. CrossRef Deep Learning based techniques for Neuro-degenerative disorders detection
L.V.S.K.B. Kasyap Varanasi, Chandra Mohan Dasari
Engineering Applications of Artificial Intelligence.2023; 122: 106103. CrossRef How machine learning is used to study addiction in digital healthcare: A systematic review
Bijoy Chhetri, Lalit Mohan Goyal, Mamta Mittal
International Journal of Information Management Data Insights.2023; 3(2): 100175. CrossRef Methodologies for Monitoring Mental Health on Twitter: Systematic Review
Nina H Di Cara, Valerio Maggio, Oliver S P Davis, Claire M A Haworth
Journal of Medical Internet Research.2023; 25: e42734. CrossRef IREX: Iterative Refinement and Explanation of classification models for tabular datasets
Cristian E. Sosa-Espadas, Mauricio G. Orozco-del-Castillo, Nora Cuevas-Cuevas, Juan A. Recio-Garcia
SoftwareX.2023; 23: 101420. CrossRef Sentiments Analysis of Covid-19 Vaccine Tweets Using Machine Learning and Vader Lexicon Method
Vishakha Arya, Amit Kumar Mishra, Alfonso González-Briones
ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal.2023; 11(4): 507. CrossRef Application of data fusion for automated detection of children with developmental and mental disorders: A systematic review of the last decade
Smith K. Khare, Sonja March, Prabal Datta Barua, Vikram M. Gadre, U. Rajendra Acharya
Information Fusion.2023; 99: 101898. CrossRef Serum-based Raman spectroscopic diagnosis of blast-induced brain injury in a rat model
Meilan Ge, Yuye Wang, Tong Wu, Haibin Li, Chuanyan Yang, Tunan Chen, Hua Feng, Degang Xu, Jianquan Yao
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Mohammed Zakariah, Yousef Ajami Alotaibi
Diagnostics.2023; 13(14): 2323. CrossRef Implementation of Machine Learning and Deep Learning Techniques for the Detection of Epileptic Seizures Using Intracranial Electroencephalography
Marcin Kołodziej, Andrzej Majkowski, Andrzej Rysz
Applied Sciences.2023; 13(15): 8747. CrossRef Predicting non-improvement of symptoms in daily mental healthcare practice using routinely collected patient-level data: a machine learning approach
Katinka Franken, Peter ten Klooster, Ernst Bohlmeijer, Gerben Westerhof, Jannis Kraiss
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Chinmaey Shende, Soumyashree Sahoo, Stephen Sam, Parit Patel, Reynaldo Morillo, Xinyu Wang, Shweta Ware, Jinbo Bi, Jayesh Kamath, Alexander Russell, Dongjin Song, Bing Wang
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Consortium Psychiatricum.2023; 4(3): 72. CrossRef Harnessing Artificial Intelligence: Strategies for Mental Health Nurses in Optimizing Psychiatric Patient Care
Abdulqadir J. Nashwan, Suzan Gharib, Majdi Alhadidi, Ayman Mohamed El-Ashry, Asma Alamgir, Mohammed Al-Hassan, Mahmoud Abdelwahab Khedr, Shaimaa Dawood, Bassema Abufarsakh
Issues in Mental Health Nursing.2023; 44(10): 1020. CrossRef Advanced machine learning based exploration for predicting pandemic fatality: Oman dataset
Jamil Al Shaqsi, Osama Drogham, Sanad Aburass
Informatics in Medicine Unlocked.2023; 43: 101393. CrossRef Predicting the climate impact of healthcare facilities using gradient boosting machine
Hao Yin, Bhavna Sharma, Howard Hu, Fei Liu, Mehak Kaur, Gary Cohen, Rob McConnell, Sandrah P. Eckel
Cleaner Environmental Systems.2023; : 100155. CrossRef Survey on psychotherapy chatbots
Bei Xu, Ziyuan Zhuang
Concurrency and Computation: Practice and Experience.2022;[Epub] CrossRef Transcriptomics and machine learning to advance schizophrenia genetics: A case-control study using post-mortem brain data
Bill Qi, Sonia Boscenco, Janani Ramamurthy, Yannis J. Trakadis
Computer Methods and Programs in Biomedicine.2022; 214: 106590. CrossRef Mental Health Prediction Using Machine Learning: Taxonomy, Applications, and Challenges
Jetli Chung, Jason Teo, Aniello Minutolo
Applied Computational Intelligence and Soft Computing.2022; 2022: 1. CrossRef Discriminative Analysis of Schizophrenia Patients Using Topological Properties of Structural and Functional Brain Networks: A Multimodal Magnetic Resonance Imaging Study
Jing Wang, Pengfei Ke, Jinyu Zang, Fengchun Wu, Kai Wu
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Haewon Byeon
Frontiers in Psychiatry.2022;[Epub] CrossRef Age-Related Changes in Lipid and Glucose Levels Associated with Drug Use and Mortality: An Observational Study
Rene Markovič, Vladimir Grubelnik, Helena Blažun Vošner, Peter Kokol, Matej Završnik, Karmen Janša, Marjeta Zupet, Jernej Završnik, Marko Marhl
Journal of Personalized Medicine.2022; 12(2): 280. CrossRef Combining multi-dimensional molecular fingerprints to predict the hERG cardiotoxicity of compounds
Weizhe Ding, Yang Nan, Juanshu Wu, Chenyang Han, Xiangxin Xin, Siyuan Li, Hongsheng Liu, Li Zhang
Computers in Biology and Medicine.2022; 144: 105390. CrossRef Stress detection using natural language processing and machine learning over social interactions
Tanya Nijhawan, Girija Attigeri, T. Ananthakrishna
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Shumaila Aleem, Noor ul Huda, Rashid Amin, Samina Khalid, Sultan S. Alshamrani, Abdullah Alshehri
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David Lin, Tahmida Nazreen, Tomasz Rutowski, Yang Lu, Amir Harati, Elizabeth Shriberg, Piotr Chlebek, Michael Aratow
Frontiers in Psychology.2022;[Epub] CrossRef An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works
Delaram Sadeghi, Afshin Shoeibi, Navid Ghassemi, Parisa Moridian, Ali Khadem, Roohallah Alizadehsani, Mohammad Teshnehlab, Juan M. Gorriz, Fahime Khozeimeh, Yu-Dong Zhang, Saeid Nahavandi, U Rajendra Acharya
Computers in Biology and Medicine.2022; 146: 105554. CrossRef Artificial intelligence and machine learning in precision and genomic medicine
Sameer Quazi
Medical Oncology.2022;[Epub] CrossRef Individualized identification of sexual dysfunction of psychiatric patients with machine-learning
Yang S. Liu, Jeffrey R. Hankey, Stefani Chokka, Pratap R. Chokka, Bo Cao
Scientific Reports.2022;[Epub] CrossRef Classification of Depressive and Schizophrenic Episodes Using Night-Time Motor Activity Signal
Julieta G. Rodríguez-Ruiz, Carlos E. Galván-Tejada, Huizilopoztli Luna-García, Hamurabi Gamboa-Rosales, José M. Celaya-Padilla, José G. Arceo-Olague, Jorge I. Galván Tejada
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Karl Hall, Victor Chang, Chrisina Jayne
Healthcare Analytics.2022; 2: 100078. CrossRef Raman spectroscopy combined with machine learning algorithms for rapid detection Primary Sjögren's syndrome associated with interstitial lung disease
Xue Wu, Chen Chen, Xiaomei Chen, Cainan Luo, Xiaoyi Lv, Yamei Shi, Jie Yang, Xinyan Meng, Cheng Chen, Jinmei Su, Lijun Wu
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S. Kavi Priya, N. Saranya
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Cecilia Lao, Jo Lane, Hanna Suominen
JMIR Formative Research.2022; 6(8): e35563. CrossRef From promise to practice: towards the realisation of AI-informed mental health care
Nikolaos Koutsouleris, Tobias U Hauser, Vasilisa Skvortsova, Munmun De Choudhury
The Lancet Digital Health.2022; 4(11): e829. CrossRef Modern views of machine learning for precision psychiatry
Zhe Sage Chen, Prathamesh (Param) Kulkarni, Isaac R. Galatzer-Levy, Benedetta Bigio, Carla Nasca, Yu Zhang
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Smart Health.2022; 26: 100356. CrossRef A deep learning-based model for detecting depression in senior population
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Sanja Andrić-Petrović, Nađa Marić
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Md Ayshik Rahman Khan, Marat Rostov, Jessica Sharmin Rahman, Khandaker Asif Ahmed, Md Zakir Hossain
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Shaowu Lin, Yafei Wu, Ya Fang
BMC Psychiatry.2022;[Epub] CrossRef Raman Spectroscopy Combined with Machine Learning Algorithms for Rapid Detection Primary Sjögren's Syndrome Associated with Interstitial Lung Disease
Xue Wu, Chen Chen, Mei Xiao Chen, Nan Cai Luo, Yi Xiao Lv, Mei Ya Shi, Jie Yang, Yan Xin Meng, Cheng Chen, Mei Jin Su, Lijun Wu
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Psychological Medicine.2021; 51(8): 1392. CrossRef Schizophrenia Classification Using Fuzzy Kernel C-Means
S Hartini, Z Rustam
Journal of Physics: Conference Series.2021; 1752(1): 012039. CrossRef Exploring the Time-efficient Evolutionary-based Feature Selection Algorithms for Speech Data under Stressful Work Condition
Derry Pramono Adi, Lukman Junaedi, Frismanda, Agustinus Bimo Gumelar, Andreas Agung Kristanto
EMITTER International Journal of Engineering Technology.2021; 9(1): 60. CrossRef Advanced EEG-based learning approaches to predict schizophrenia: Promises and pitfalls
Carla Barros, Carlos A. Silva, Ana P. Pinheiro
Artificial Intelligence in Medicine.2021; 114: 102039. CrossRef Neuropathic complications: Type II diabetes mellitus and other risky parameters using machine learning algorithms
R. Usharani, A. Shanthini
Journal of Ambient Intelligence and Humanized Computing.2021;[Epub] CrossRef Predicting alcohol use disorder remission: a longitudinal multimodal multi-featured machine learning approach
Sivan Kinreich, Vivia V. McCutcheon, Fazil Aliev, Jacquelyn L. Meyers, Chella Kamarajan, Ashwini K. Pandey, David B. Chorlian, Jian Zhang, Weipeng Kuang, Gayathri Pandey, Stacey Subbie-Saenz de. Viteri, Meredith W. Francis, Grace Chan, Jessica L. Bourdon,
Translational Psychiatry.2021;[Epub] CrossRef Arı hastalıklarının hibrit bir derin öğrenme yöntemi ile tespiti
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Issues in Mental Health Nursing.2020; 41(7): 592. CrossRef Utilization of machine learning to test the impact of cognitive processing and emotion recognition on the development of PTSD following trauma exposure
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