Deep learning improves physician accuracy in the comprehensive detection of abnormalities on chest X-rays by Pamela G. Anderson, Hannah Tarder-Stoll, Mehmet Alpaslan, Nora Keathley, David L. Levin, Srivas Venkatesh, Elliot Bartel, Serge Sicular, Scott Howell, Robert V. Lindsey, Rebecca M. Jones

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A proof-of-concept analysis of data from the first NHS clinic for young adults with comorbid cannabis use and psychotic disorders by Marta Di Forti, Benjamin W. Bond, Edoardo Spinazzola, Giulia Trotta, Jodie Lynn, Richard Malkin, Naba Kamran Siddiqui, Sultan Demir, Titilayomi Opadokun, Perry B.M. Leung, Zhikun Li, Andrea Quattrone, Gabriella Baxter, Elizabeth Appiah-Kusi, Tom P. Freeman, Hannah Walsh, Tommaso Squeri, Daria Semikina, Felicity Amberson-Jones, Isabelle Austin-Zimmerman, Tim Meynen, Diego Quattrone, Robin M. Murray

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WAND: A multi-modal dataset integrating advanced MRI, MEG, and TMS for multi-scale brain analysis by Carolyn B. McNabb, Ian D. Driver, Vanessa Hyde, Garin Hughes, Hannah L. Chandler, Hannah Thomas, Christopher Allen, Eirini Messaritaki, Carl J. Hodgetts, Craig Hedge, Maria Engel, Sophie F. Standen, Emma L. Morgan, Elena Stylianopoulou, Svetla Manolova, Lucie Reed, Matthew Ploszajski, Mark Drakesmith, Michael Germuska, Alexander D. Shaw, Lars Mueller, Holly Rossiter, Christopher W. Davies-Jenkins, Tom Lancaster, C. John Evans, David Owen, Gavin Perry, Slawomir Kusmia, Emily Lambe, Adam M. Partridge, Allison Cooper, Peter Hobden, Hanzhang Lu, Kim S. Graham, Andrew D. Lawrence, Richard G. Wise, James T. R. Walters, Petroc Sumner, Krish D. Singh, Derek K. Jones

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The NANOGrav 15 Yr Data Set: Removing Pulsars One by One from the Pulsar Timing Array by Gabriella Agazie, Akash Anumarlapudi, Anne M. Archibald, Zaven Arzoumanian, Jeremy G. Baier, Paul T. Baker, Bence Bécsy, Laura Blecha, Adam Brazier, Paul R. Brook, Sarah Burke-Spolaor, J. Andrew Casey-Clyde, Maria Charisi, Shami Chatterjee, Tyler Cohen, James M. Cordes, Neil J. Cornish, Fronefield Crawford, H. Thankful Cromartie, Kathryn Crowter, Megan E. DeCesar, Paul B. Demorest, Heling Deng, Lankeswar Dey, Timothy Dolch, Elizabeth C. Ferrara, William Fiore, Emmanuel Fonseca, Gabriel E. Freedman, Emiko C. Gardiner, Nate Garver-Daniels, Peter A. Gentile, Kyle A. Gersbach, Joseph Glaser, Deborah C. Good, Lydia Guertin, Kayhan Gültekin, Jeffrey S. Hazboun, Ross J. Jennings, Aaron D. Johnson, Megan L. Jones, Andrew R. Kaiser, David L. Kaplan, Luke Zoltan Kelley, Matthew Kerr, Joey S. Key, Nima Laal, Michael T. Lam, William G. Lamb, Bjorn Larsen, T. Joseph W. Lazio, Natalia Lewandowska, Tingting Liu, Duncan R. Lorimer, Jing Luo, Ryan S. Lynch, Chung-Pei Ma, Dustin R. Madison, Alexander McEwen, James W. McKee, Maura A. McLaughlin, Natasha McMann, Bradley W. Meyers, Patrick M. Meyers, Hannah Middleton, Chiara M. F. Mingarelli, Andrea Mitridate, Christopher J. Moore, Cherry Ng, David J. Nice, Stella Koch Ocker, Ken D. Olum, Timothy T. Pennucci, Benetge B. P. Perera, Nihan S. Pol, Henri A. Radovan, Scott M. Ransom, Paul S. Ray, Joseph D. Romano, Jessie C. Runnoe, Alexander Saffer, Shashwat C. Sardesai, Ann Schmiedekamp, Carl Schmiedekamp, Kai Schmitz, Brent J. Shapiro-Albert, Xavier Siemens, Joseph Simon, Magdalena S. Siwek, Sophia V. Sosa Fiscella, Ingrid H. Stairs, Daniel R. Stinebring, Kevin Stovall, Abhimanyu Susobhanan, Joseph K. Swiggum, Stephen R. Taylor, Jacob E. Turner, Caner Unal, Michele Vallisneri, Alberto Vecchio, Sarah J. Vigeland, Haley M. Wahl, Caitlin A. Witt, David Wright, Olivia Young

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Radiological abnormalities persist following COVID-19 and correlate with impaired health-related quality of life: a prospective cohort study of hospitalised patients by Rhian M Touyz, Ninian N Lang, Kevin G Blyth, Naveed Sattar, Patrick B Mark, Stefan Siebert, Colin Berry, Iain McInnes, Giles Roditi, Neil Basu, David Corcoran, Kenneth Mangion, Alex McConnachie, David Carrick, Jaclyn Carberry, Stuart Watkins, Paul Welsh, Sabrina Nordin, Katherine Scott, Christian Delles, Bernard Kelly, Fraser Goldie, John GF Cleland, Sharon Kean, Peter Kellman, David J Lowe, Andrew J Morrow, Antonia Ho, Rosemary Woodward, Tracey Hopkins, Ryan Wereski, Massimo Palmarini, Alasdair McIntosh, Campbell Rogers, Ammani Brown, Catherine Bagot, Kathryn Scott, Robert Sykes, Colin Church, Claire Rooney, Nicola Ryan, Clare Orange, Dirk Husmeier, Xiaoyu Luo, PETER W MACFARLANE, Heerajnarain Bulluck, Iain Findlay, Evonne McLennan, Michael Briscoe, Oliver Peck, Alastair J Rankin, Gruschen Veldtman, Varun Sharma, Kathryn McLaren, Elaine Butler, Sarah Mullen, Andrew Morrow, Patrick Mark, Daniel Doherty, Alexander Payne, Jennifer S Lees, Kaitlin J Mayne, Louise Inglis, Anna Kamdar, Hannah Bayes, Vivienne B Gibson, Lynsey Gillespie, Douglas Grieve, Pauline Hall Barrientos, Christopher McGinley, Connor Mckee, Sarah Allwood-Spiers, Sarah Weeden, Laura Knox, Lynn Abel, David Stobo, Andrew Dougherty, Liam Peng, David Barrie Stobo, Sylvia Wright, Stephen Dobbin, Keith Gillis, Sarah A Spiers, Ian Fergus, Kirsty Fallon, Lesley Gilmour, Chloe Cowan, Jurgen Van-Melckebeke, Kim Moran-Jones, Debra Stuart, Maureen Travers, Laura Dymock, Fiona Savage, Nicola Tynan, Sau Lee Chang, Mhairi Dupre, Lindsey Norton, George Bruce, Rosario Gonzalez-Lopez, Rebecca Stace, Dionne Russell, Jean Watt, Shahid Latif, Nick Hill, Amy Collinsworth, Ross McGeoch Vera Lennie, Robin P Weir

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Factors associated with failure of humerus nonunion surgery in patients with initial nonoperative management by Alexander Hysong, MD, Noah Harrison, MD, Samuel Posey, MD, Ziqing Yu, MS, Andrew T. Chen, MD, Patrick Pallitto, MD, Joseph R. Hsu, MD, William Obremskey, MD, Evidence-Based Musculoskeletal Injury and Trauma Collaborative (EMIT), Hassan Mir, MD, Roman M. Natoli, MD, PhD, Ishani Sharma, MD, MBA, Jenna Jones, Med, Luke A. Lopas, MD, Hassan Farooq, MD, Robert D. Zura, MD, Alexander Padovano, MD, Nathaniel Koutlas, MD, Steve Hemmerly, BS, Elsa Rodriguez, MD, Daniel E. Pereira, MD, Sharon Babcock, MD, Gabriel James Sowards, BS, Martha Holden, AAS, AA, Anna N. Miller, MD, Marc Schatz, MD, Jessica Rivera, MD, PhD, Katrina Bang, MD, Kamryn King, BS, Zachery Hong, BA, Jarrod Dumpe, MD, Gabriella Lea Stribling, BS, Merritt John Thompson, MD, Tracy Johns, MSN, RN-BC, Rachel Seymour, PhD, Susan Odum, PhD, Stephen Sims, MD, Olivia Rice, MD, Ainsley Bloomer, MD, Katheryn Peterson, BSPH, Amber Stanley, BSPH, Mario Cuadra, MD, Gisele Bailey, MS, Matthew Braswell, MD, Landon Bulloch, MD, William Haynes, MD, Josef Jolissaint, MD, Julia Mastracci, MD, Andrew Wohler, MD, Eddie Komie Afetse, BS, BA, Cara Girardi, Juliette Sweeney, BS, Benjamin Averkamp, MD, Meghan Wally, PhD, Madhav Karunakar, MD, Kevin Phelps, MD, Laurence Kempton, MD, Christine Churchill, MA, CCRP, David Macknet, MD, Hannah Pollock, BS, Rodney Arthur, MS, Samuel Cohen-Tanugi, Isaac Boateng, James Michael Ruth, BS, Joseph Michalski, MD, Anna Hemminger, BS, Kathryn Leighty, Mir Ibrahim Sajid, MD, Thea Lance, BA, William Hunter Waddell, MD, Andres Fidel Moreno Diaz, MD, Joseph Gutbrod, BS, Christopher G. Herbosa, BS

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Cohort profile: the BangladEsh Longitudinal Investigation of Emerging Vascular and nonvascular Events (BELIEVE) cohort study by Anisur Rahman, Stephen Sutton, Mahbubur Rahman, Jason Crawte, Tahmeed Ahmed, Md Saimul Islam, Aliya Naheed, Adam S Butterworth, Emanuele Di Angelantonio, Matthew Walker, John Danesh, Angela Wood, Sarah Hawkes, Sadika Akhter, Catherine Perry, Aytalina Azarova, Ruchira T Naved, Meerjady Sabrina Flora, Nusrat Khan, Rajiv Chowdhury, Sohel Reza Choudhury, Nusrat Jahan, Stephen Kaptoge, Md Zahidul Islam, Kaniz Fatema, Kim Robin van Daalen, Shammi Luhar, Roderic L Jones, Abbas Bhuiya, Md Khalequzzaman, Syed Shariful Islam, Henry Taylor, Shamima Akter, Simon Griffin, Khairul Islam, Salma Akter, Ruchira Tabassum Naved, Abdul Malik, Rubhana Raqib, Animesh Talukder, Richard Houghton, Tahmina Shirin, Lawrence King, Kamrun Nahar, Samantha Farrow, Giulia Loffreda, Samsad Rabbani Khan, Valerie Rhenius, Nahida Akter, Md Mostafa Monower, Sabina Akter, Mantaka Rahman, Lisa Pennells, Maria L C Iurilli, Md Taslim Uddin Miah, Khan Mohammad Thouhidur Rahman, Sharraf Samin, Kazi Nazmus Saqeeb, Ishrat Tasmin, Eleanor Farrow, Ank Michielsen, Sarah Spackman, Charlotte van Coeverden, James Ajioka, Khondker Abdul Abdul Awal, Evangelia Chatzidiakou, Jörg Feldmann, Richard Fenner, Tuhin Haque, Sirajul Islam, Kamrul Hasan Khan, Fazila-Tun-Nesa Malik, Olalekan Popoola, Nicholas Mascie Taylor, Md Alfazal Khan, Israt Akter, Laboni Akter, Shoriful Islam, Mohammad Kamruzzaman, Monalisa Moni, A H M Rezwan, K M Thouhidur Rahman, Monjeline Sultana, Jesmin Akhter, Ayasha Akter, Bakul Akter, Jharna Akter, Jesmin Akter, Juba Akter, Khadiza Akter, Khadija Akter, Lipi Akter, Maksuda Akter, Mousumi Akter, Mst Lovely Akter, Nasima Akter, Samima Akter, Sema Akter, Shahida Akter, Shahnaj Akter, Taslima Akter, A T M Zorjis Alam, Mahmuda Atique, Lutfa Begum, Mst Nazma Begum, Farjana Choudhury, Mitali Paul Chowdhury, Robin Reza Chowdhury, Mukul Rani Debnath, Nahid Ferdash, Naima Ferdous, Md Rakib Al Hasan, Khandaker Hashanuzzaman, Shamima Haq, Md Riazul Haque, Alamgir Hossain, Md Ibrahim, Shahi Israt Jahan, Israt Jahan Jarin, Zohora Pradhan Jonaki, Asik Kabir, Tonema Kader, Md Mostafa Kamal, Sayed Kamruzzaman, Sadik Fatima Kanon, Nazmul Karim, Shamsul Karim, Tanuja Khanom, Shamim Ara Khatun, Badrun Nahar Lorin, Mst Sirajum Manira, Farhana Jahan Mary, Kazi Dilruba Mita, Lipi Mitra, Basudeb Mollik, Sudipta Nargis, Nusrat Alam Nawmee, Esrat Zahan Nesa, Mahmuda Akter Nipa, Mehenaz Parvin, Sanjida Parvin, Shahnaj Parvin, Suraiya Parvin, Nayan Rabidash, Rulia Rahman, Madhabi Rani, Shahjalal Sarker, Smriti Sarker, Razia Sultana Shathi, Fatema Shelly, Ireen Sultana, Rovaiya Sultana, Israt Jahan Sumi, Sharmin Tamanna, Khadija Akter Topy, Umme Habiba Urmee, Suraya Yesmin, Julianne Halley, Charlotte van Coeverden, Mahmuda Akther Akhi, Asia Akter, Labony Akter, Ms Mili Akter, Mst Shamima Akter, Setu Akter, Tahmina Akter, Md Sabdar Ali, Mst Jesmin Ara, Edyta Bujnik, Apu Chandra Das, Many Das, Nurjahan Fatema, Md Riyad Hasan, Soniya Jannat, Mst Amena Khatun, Most Nurnahar Khatun, William Mossman, Robyn Murdoch, Zannaton Naeem, Evrikleia Ntasi, Silvia Alonso Rodriguez, Tripty Roy, Most Abida Sultana, Laryssa Amado, Tanya Braune, Eilidh Cowan, Steve Ellis, Ellie Farrow, Hannah Lombardi, Niko Ovenden, Tamara Sabri, Md Khalid Sultan, Jim Ajioka, Khondker Abdul Awal, Arul Baradi, Emanuele Di Angelantonio, Camilla Faidutti, Joerg Feldmann, Louise Hair, Sharifuddin Hasnat, Shahid Akhter Hossain, Md Mominul Islam, Shafiul Islam, Joe Lavallée, Fazila Tun-Nesa Malik, Nick Mascie-Taylor, Md Sirajul Islam, Laurie Savage, Sara Shazad, Lalitha Sundaram, Aloka Tulukdar, Kim Van Daalen, Tanvir Chowdhury, Nurul Huda, Samia Naz Isha, Riaz Hossain Khan, Aliva Salmeen, Zeeba Zahra Sultana

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