Artificial intelligence in psychiatry: A systematic review and meta-analysis of diagnostic and therapeutic efficacy by Moustaq Karim Khan Rony, Dipak Chandra Das, Most. Tahmina Khatun, Silvia Ferdousi, Mosammat Ruma Akter, Mst. Amena Khatun, Most. Hasina Begum, Md Ibrahim Khalil, Mst. Rina Parvin, Daifallah M Alrazeeni, Fazila Akter

“…The risk of bias assessment indicated high methodological rigor in most studies, though challenges like algorithmic biases and data quality remain. Conclusion AI demonstrates robust diagnostic and therapeutic capabilities in psychiatry, offering a data-driven approach to personalized mental healthcare. …”
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Proof of concept of fully automated adaptive workflow for head and neck radiotherapy treatments with a conventional linear accelerator by Gaia Muti, Marco M. J. Felisi, Angelo F. Monti, Chiara Carsana, Roberto Pellegrini, Edoardo Salmeri, Mauro Palazzi, Paola E. Colombo

“…IntroductionThe objective of this study is to evaluate the performance of an automatic workflow for head-and-neck (H&N) radiotherapy using a multi-atlas based auto-contouring software and an a-priori multicriteria plan optimization algorithm and implement an adaptive online approach with CBCT images. …”
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Guideline Directed Anticoagulant Treatment and Dosing in a Contemporary Atrial Fibrillation Cohort: Analysis of the TRANSECT-AF Program by Cole Clifford, MD, Shaun G. Goodman, MD, MSc, Mary K. Tan, MSc, Jean Gregoire, MD, Jeffrey Habert, MD, Anil Gupta, MD, Walter Chow, MD, Shahin Jaffer, MD, MHSc, Sandeep G. Aggarwal, MD, Michael Heffernan, MD, Robert Maranda, MD, Kevin Saunders, MD, Andrew T. Yan, MD, Sandeep Aggarwal, Grant Campbell, Tony Ford, Allan Kelly, Michael Kroetsch, Jean-Pierre Leung, Indra Patel, Qaiser Rizvi, Matthew Wong, Andrew Wong, Jessica Chan, Kenneth Cho, Walter Chow, Daniel Ezekiel, Shahin Jaffer, Al Karmali, Parbhoobhai Lakhoo, Dante Manyari, Tun Zan Maung, Laura Ozolins, Ameet Parikh, Walter Salmaniw, Masoud Shahrokhi, Alex She, Kanwarinder Sidhu, Raymond Simkus, Felix Tam, Richard Van Gend, Jeffrey T. Wang, Jonathan Wiltshire, Felix Yang, David Yoon, Daljit Gill, David Haligowski, Yatish Kotecha, Abraham C. Mare, Pravinsagar Mehta, Sunilkumar Patel, Kevin Saunders, Gilbert Blanchard, Steve Kenney, Oluwasyo Olatunde, Gary Rideout, William Booth, Adam Clarke, Malcolm Lawrence Macneil, Vineeta Ahooja, Lina Alkasm, Edgard Arcia-Bravo, Ogunroti Ayibiowu, Basel Bari, Parvinder Bath, Rani Beharry, Rajendra Beharry, Ira Bernstein, Mukesh Bhargava, Leon Bhatia, Harry Birman, Brent Bukovy, Craig Campagna, Claudius Che, Richard Chen, Michael Cheng, Grace Chua, Kim Connelly, Michael Csanadi, Maynard Luterman, Gregory Curnew, Shyamali Damboragama, Sampa Das, Selwyn De Souza, Nicole Desmarais, Debbie Dyke, Fadia El Boreky, Sameh Fikry, Ken Florence, Omayma Fouda, Melody Fox, Gissou Ghadirian, Magdy Girgis, Steven Grossman, Anil Gupta, Nassoh Hafez, Adnan Hameed, Brian Hartford, Michael Heffernan, Terry Holman, Brendan Hughes, Harry Jim, David Josephson, Amjad Junaid, Bharat Kalra, Nikolay Kaplan, Saleem Kassam, Aubrey Kassirer, Tammy Kauffman-Schenker, Hashmat Khan, Natan Khotianov, Myung-Gi Kim, Kinga Koprowicz, Joseph Kozak, Naresh Kumar, Adel Kyrollos, Andy Lam, David Lam, Howard Lamb, Ming Jarm Lau, Doris Lee, Christina Lo, Giridhar Logsetty, Victoria Malevich, Robert Maranda, Rohit Nagpal, Farah Nasser-Sharif, Ken H. Ng, Parminder Nizran, Luis Noronha, Huma N. Numair, Paul O. Oladipo, Chris Overgaard, Derek Papastergiou, Fred Parker, Keyvan Pazuki, Murray Pearce, Sean Peterson, Mohammed Rahman, Felice Emilio Raimondo, Tim Remillard, Gerald Rockman, Howard Rudner, Roland Sabbagh, Ashraf Salib, Raymond Sawkiw, Earl Schwartz, Shiraz Shariff, Ivan Shcherbatykh, Mike Chungming Shih, Sewa Ram Singal, Sol Stern, Ravi Tahiliani, Manoj Tahiliani, Arawn Therrien, Bill Tillmann, Camelia Trambitas, Andrew Trevor, Jeff Tschirhart, Shera Vania, Elisa Venier, Vinod Verma, George Vertes, David Walley, Hany William, Amy Wong, Kevin Yoong, Derek Yung, Ines Zepic, Dean Zizzo, Harold Molyneaux, Paul Phelan, Martin Albert, Jean Champagne, Jacques Desroches, Danielle Dion, Richard Dumouchel, Carl Fournier, Mario Labbe, Germain Savard, Dan Dattani, Cecil Hammond, Andrea Lavoie, Omar Sultan

“…Background: Optimal thromboprophylaxis in atrial fibrillation (AF) requires the accurate application of modern clinical guidelines. We evaluated the point prevalence and factors associated with nonguideline-directed anticoagulation and direct oral anticoagulant (DOAC) dosing in Canadian patients with AF. …”
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Unraveling volatile metabolites in pigmented onion (Allium cepa L.) bulbs through HS-SPME/GC–MS-based metabolomics and machine learning by Kaiqi Cheng, Kaiqi Cheng, Jingzhe Xiao, Jingyuan He, Rongguang Yang, Jinjin Pei, Jinjin Pei, Wengang Jin, Wengang Jin, A. M. Abd El-Aty, A. M. Abd El-Aty

“…This method holds potential for quality assessment and breeding applications.…”
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A bayesian network model for neurocognitive disorders digital screening in Chinese population: development and validation study by Yifan Yu, Shuaijie Zhang, Hongkai Li, Fuzhong Xue

“…The Bayesian network model is applicable to screening for neurocognitive disorders in large-scale electronic health record systems among adult populations. …”
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Calculation Model of Multi-roll Straightening Process Based on Bilinear Hardening and Power Hardening by ZHU Xiaoyu, CHENG Zixing, WANG Xiaogang, HAN Peisheng

“…To evaluate the applicability of different material models, five straightening schemes were designed, corresponding to plasticity rates of 33.4%, 50.0%, 66.7%, 75.0%, and 80.0%. …”
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