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An iterative approach for estimating domain-specific cognitive abilities from large scale online cognitive data npj Digit. Med. (IF 12.4) Pub Date : 2024-11-19 Valentina Giunchiglia, Dragos-Cristian Gruia, Annalaura Lerede, William Trender, Peter Hellyer, Adam Hampshire
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Interpretable machine learning model for digital lung cancer prescreening in Chinese populations with missing data npj Digit. Med. (IF 12.4) Pub Date : 2024-11-19 Shuaijie Zhang, Qing Wang, Xifeng Hu, Botao Zhang, Shuangshuang Sun, Ying Yuan, Xiaofeng Jia, Yuanyuan Yu, Fuzhong Xue
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The utility of personal wearable data in long COVID and personalized patient care npj Digit. Med. (IF 12.4) Pub Date : 2024-11-18 Elizabeth J. Enichen, Kimia Heydari, Serena Wang, Grace C. Nickel, Joseph C. Kvedar
Radin et al.’s recent study on patients with long COVID demonstrates that personal wearable data can provide critical insight into complex conditions. This editorial argues that research insights gained through personal wearables support the integration of personal wearables into healthcare. Challenges in incorporating wearable data in the clinic point towards AI data sorting, data sharing, device
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Accurately predicting mood episodes in mood disorder patients using wearable sleep and circadian rhythm features npj Digit. Med. (IF 12.4) Pub Date : 2024-11-18 Dongju Lim, Jaegwon Jeong, Yun Min Song, Chul-Hyun Cho, Ji Won Yeom, Taek Lee, Jung-Been Lee, Heon-Jeong Lee, Jae Kyoung Kim
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A strategy for cost-effective large language model use at health system-scale npj Digit. Med. (IF 12.4) Pub Date : 2024-11-18 Eyal Klang, Donald Apakama, Ethan E. Abbott, Akhil Vaid, Joshua Lampert, Ankit Sakhuja, Robert Freeman, Alexander W. Charney, David Reich, Monica Kraft, Girish N. Nadkarni, Benjamin S. Glicksberg
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Simulating A/B testing versus SMART designs for LLM-driven patient engagement to close preventive care gaps npj Digit. Med. (IF 12.4) Pub Date : 2024-11-18 Sanjay Basu, Dean Schillinger, Sadiq Y. Patel, Joseph Rigdon
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Developing a Canadian artificial intelligence medical curriculum using a Delphi study npj Digit. Med. (IF 12.4) Pub Date : 2024-11-18 Rohit Singla, Nikola Pupic, Seyed-Aryan Ghaffarizadeh, Caroline Kim, Ricky Hu, Bruce B. Forster, Ilker Hacihaliloglu
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Reinforcement learning model for optimizing dexmedetomidine dosing to prevent delirium in critically ill patients npj Digit. Med. (IF 12.4) Pub Date : 2024-11-18 Hong Yeul Lee, Soomin Chung, Dongwoo Hyeon, Hyun-Lim Yang, Hyung-Chul Lee, Ho Geol Ryu, Hyeonhoon Lee
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Cost-effectiveness analysis of mHealth applications for depression in Germany using a Markov cohort simulation npj Digit. Med. (IF 12.4) Pub Date : 2024-11-17 Bettina Freitag, Marie Uncovska, Sven Meister, Christian Prinz, Leonard Fehring
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Multisource representation learning for pediatric knowledge extraction from electronic health records npj Digit. Med. (IF 12.4) Pub Date : 2024-11-13 Mengyan Li, Xiaoou Li, Kevin Pan, Alon Geva, Doris Yang, Sara Morini Sweet, Clara-Lea Bonzel, Vidul Ayakulangara Panickan, Xin Xiong, Kenneth Mandl, Tianxi Cai
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The effects of a digital health intervention on patient activation in chronic kidney disease npj Digit. Med. (IF 12.4) Pub Date : 2024-11-12 Courtney J. Lightfoot, Thomas J. Wilkinson, Gurneet K. Sohansoha, Clare L. Gillies, Noemi Vadaszy, Ella C. Ford, Melanie J. Davies, Thomas Yates, Alice C. Smith, Matthew P. M. Graham-Brown
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Simulated misuse of large language models and clinical credit systems npj Digit. Med. (IF 12.4) Pub Date : 2024-11-11 James T. Anibal, Hannah B. Huth, Jasmine Gunkel, Susan K. Gregurick, Bradford J. Wood
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Accuracy and efficiency of drilling trajectories with augmented reality versus conventional navigation randomized crossover trial npj Digit. Med. (IF 12.4) Pub Date : 2024-11-10 Yao Li, Sergey Drobinsky, Paulina Becker, Kunpeng Xie, Myriam Lipprandt, Christian Andreas Mueller, Jan Egger, Frank Hölzle, Rainer Röhrig, Klaus Radermacher, Matías de la Fuente, Behrus Puladi
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Post-marketing surveillance of anticancer drugs using natural language processing of electronic medical records npj Digit. Med. (IF 12.4) Pub Date : 2024-11-09 Yoshimasa Kawazoe, Kiminori Shimamoto, Tomohisa Seki, Masami Tsuchiya, Emiko Shinohara, Shuntaro Yada, Shoko Wakamiya, Shungo Imai, Satoko Hori, Eiji Aramaki
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Ehealth interactive intervention in promoting safer sex among men who have sex with men npj Digit. Med. (IF 12.4) Pub Date : 2024-11-09 Edmond Pui Hang Choi, Chanchan Wu, Kitty Wai Ying Choi, Pui Hing Chau, Eric Yuk Fai Wan, William Chi Wai Wong, Janet Yuen Ha Wong, Daniel Yee Tak Fong, Eric Pui Fung Chow
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Artificial intelligence assisted operative anatomy recognition in endoscopic pituitary surgery npj Digit. Med. (IF 12.4) Pub Date : 2024-11-09 Danyal Z. Khan, Alexandra Valetopoulou, Adrito Das, John G. Hanrahan, Simon C. Williams, Sophia Bano, Anouk Borg, Neil L. Dorward, Santiago Barbarisi, Lucy Culshaw, Karen Kerr, Imanol Luengo, Danail Stoyanov, Hani J. Marcus
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Automated decision making in Barrett’s oesophagus: development and deployment of a natural language processing tool npj Digit. Med. (IF 12.4) Pub Date : 2024-11-07 Agathe Zecevic, Laurence Jackson, Xinyue Zhang, Polychronis Pavlidis, Jason Dunn, Nigel Trudgill, Shahd Ahmed, Pierfrancesco Visaggi, Zanil YoonusNizar, Angus Roberts, Sebastian S. Zeki
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The adaptation of a single institution diabetes care platform into a nationally available turnkey solution npj Digit. Med. (IF 12.4) Pub Date : 2024-11-06 Gloria Y. K. Kim, Rea Rostosky, Franziska K. Bishop, Kelly Watson, Priya Prahalad, Aishwari Vaidya, Sharon Lee, Alexander Diana, Clint Beacock, Brian Chu, Ginny Yadav, Kaylin Rochford, Carissa Carter, Johannes O. Ferstad, Erica Pang, Jamie Kurtzig, Brandon Arbiter, Howard Look, Ramesh Johari, David M. Maahs, David Scheinker
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Bridging organ transcriptomics for advancing multiple organ toxicity assessment with a generative AI approach npj Digit. Med. (IF 12.4) Pub Date : 2024-11-05 Ting Li, Xi Chen, Weida Tong
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Artificial intelligence applied to coronary artery calcium scans (AI-CAC) significantly improves cardiovascular events prediction npj Digit. Med. (IF 12.4) Pub Date : 2024-11-05 Morteza Naghavi, Anthony P. Reeves, Kyle Atlas, Chenyu Zhang, Thomas Atlas, Claudia I. Henschke, David F. Yankelevitz, Matthew J. Budoff, Dong Li, Sion K. Roy, Khurram Nasir, Sabee Molloi, Zahi Fayad, Michael V. McConnell, Ioannis Kakadiaris, David J. Maron, Jagat Narula, Kim Williams, Prediman K. Shah, Daniel Levy, Nathan D. Wong
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Deep learning based highly accurate transplanted bioengineered corneal equivalent thickness measurement using optical coherence tomography npj Digit. Med. (IF 12.4) Pub Date : 2024-11-05 Daewoon Seong, Euimin Lee, Yoonseok Kim, Che Gyem Yae, JeongMun Choi, Hong Kyun Kim, Mansik Jeon, Jeehyun Kim
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The R.O.A.D. to precision medicine npj Digit. Med. (IF 12.4) Pub Date : 2024-11-03 Dimitris Bertsimas, Angelos Georgios Koulouras, Georgios Antonios Margonis
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Predicting deterioration in dengue using a low cost wearable for continuous clinical monitoring npj Digit. Med. (IF 12.4) Pub Date : 2024-11-02 Damien Keng Ming, John Daniels, Ho Quang Chanh, Stefan Karolcik, Bernard Hernandez, Vasileios Manginas, Van Hao Nguyen, Quang Huy Nguyen, Tu Qui Phan, Thi Hue Tai Luong, Huynh Trung Trieu, Alison Helen Holmes, Vinh Tho Phan, Pantelis Georgiou, Sophie Yacoub
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PRISM: Patient Records Interpretation for Semantic clinical trial Matching system using large language models npj Digit. Med. (IF 12.4) Pub Date : 2024-10-28 Shashi Gupta, Aditya Basu, Mauro Nievas, Jerrin Thomas, Nathan Wolfrath, Adhitya Ramamurthi, Bradley Taylor, Anai N. Kothari, Regina Schwind, Therica M. Miller, Sorena Nadaf-Rahrov, Yanshan Wang, Hrituraj Singh
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A digital, decentralized trial of exercise therapy in patients with cancer npj Digit. Med. (IF 12.4) Pub Date : 2024-10-28 Whitney P. Underwood, Meghan G. Michalski, Catherine P. Lee, Gina A. Fickera, Su S. Chun, Stefan E. Eng, Lydia Y. Liu, Brandon L. Tsai, Chaya S. Moskowitz, Jessica A. Lavery, Kimberly J. Van Zee, Ginger J. Gardner, Jennifer J. Mueller, Chau T. Dang, Behfar Ehdaie, Vincent P. Laudone, James A. Eastham, Jessica M. Scott, Paul C. Boutros, Lee W. Jones
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Clinically applicable optimized periprosthetic joint infection diagnosis via AI based pathology npj Digit. Med. (IF 12.4) Pub Date : 2024-10-26 Ye Tao, Yazhi Luo, Hanwen Hu, Wei Wang, Ying Zhao, Shuhao Wang, Qingyuan Zheng, Tianwei Zhang, Guoqiang Zhang, Jie Li, Ming Ni
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Transmission line model as a digital twin for abdominal aortic aneurysm patients npj Digit. Med. (IF 12.4) Pub Date : 2024-10-25 Donghyeon Kim, Divyesh Narayanan, Shih-Hsien Sung, Hao-Min Cheng, Chen-Huan Chen, Chang-Sei Kim, Ramakrishna Mukkamala, Jin-Oh Hahn
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Public evidence on AI products for digital pathology npj Digit. Med. (IF 12.4) Pub Date : 2024-10-25 Gillian A. Matthews, Clare McGenity, Daljeet Bansal, Darren Treanor
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Prediction of total and regional body composition from 3D body shape npj Digit. Med. (IF 12.4) Pub Date : 2024-10-23 Chexuan Qiao, Emanuella De Lucia Rolfe, Ethan Mak, Akash Sengupta, Richard Powell, Laura P. E. Watson, Steven B. Heymsfield, John A. Shepherd, Nicholas Wareham, Soren Brage, Roberto Cipolla
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Process mining in mHealth data analysis npj Digit. Med. (IF 12.4) Pub Date : 2024-10-23 Michael Winter, Berthold Langguth, Winfried Schlee, Rüdiger Pryss
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Clinical usefulness of digital twin guided virtual amiodarone test in patients with atrial fibrillation ablation npj Digit. Med. (IF 12.4) Pub Date : 2024-10-23 Taehyun Hwang, Byounghyun Lim, Oh-Seok Kwon, Moon-Hyun Kim, Daehoon Kim, Je-Wook Park, Hee Tae Yu, Tae-Hoon Kim, Jae-Sun Uhm, Boyoung Joung, Moon-Hyoung Lee, Chun Hwang, Hui-Nam Pak
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Medical large language models are susceptible to targeted misinformation attacks npj Digit. Med. (IF 12.4) Pub Date : 2024-10-23 Tianyu Han, Sven Nebelung, Firas Khader, Tianci Wang, Gustav Müller-Franzes, Christiane Kuhl, Sebastian Försch, Jens Kleesiek, Christoph Haarburger, Keno K. Bressem, Jakob Nikolas Kather, Daniel Truhn
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Development and assessment of a machine learning tool for predicting emergency admission in Scotland npj Digit. Med. (IF 12.4) Pub Date : 2024-10-23 James Liley, Gergo Bohner, Samuel R. Emerson, Bilal A. Mateen, Katie Borland, David Carr, Scott Heald, Samuel D. Oduro, Jill Ireland, Keith Moffat, Rachel Porteous, Stephen Riddell, Simon Rogers, Ioanna Thoma, Nathan Cunningham, Chris Holmes, Katrina Payne, Sebastian J. Vollmer, Catalina A. Vallejos, Louis J. M. Aslett
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Detecting clinical medication errors with AI enabled wearable cameras npj Digit. Med. (IF 12.4) Pub Date : 2024-10-22 Justin Chan, Solomon Nsumba, Mitchell Wortsman, Achal Dave, Ludwig Schmidt, Shyamnath Gollakota, Kelly Michaelsen
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Finding Long-COVID: temporal topic modeling of electronic health records from the N3C and RECOVER programs npj Digit. Med. (IF 12.4) Pub Date : 2024-10-21 Shawn T. O’Neil, Charisse Madlock-Brown, Kenneth J. Wilkins, Brenda M. McGrath, Hannah E. Davis, Gina S. Assaf, Hannah Wei, Parya Zareie, Evan T. French, Johanna Loomba, Julie A. McMurry, Andrea Zhou, Christopher G. Chute, Richard A. Moffitt, Emily R. Pfaff, Yun Jae Yoo, Peter Leese, Robert F. Chew, Michael Lieberman, Melissa A. Haendel
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Evaluation and mitigation of cognitive biases in medical language models npj Digit. Med. (IF 12.4) Pub Date : 2024-10-21 Samuel Schmidgall, Carl Harris, Ime Essien, Daniel Olshvang, Tawsifur Rahman, Ji Woong Kim, Rojin Ziaei, Jason Eshraghian, Peter Abadir, Rama Chellappa
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Privacy enhancing and generalizable deep learning with synthetic data for mediastinal neoplasm diagnosis npj Digit. Med. (IF 12.4) Pub Date : 2024-10-20 Zhanping Zhou, Yuchen Guo, Ruijie Tang, Hengrui Liang, Jianxing He, Feng Xu
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Early detection of dementia through retinal imaging and trustworthy AI npj Digit. Med. (IF 12.4) Pub Date : 2024-10-20 Jinkui Hao, William R. Kwapong, Ting Shen, Huazhu Fu, Yanwu Xu, Qinkang Lu, Shouyue Liu, Jiong Zhang, Yonghuai Liu, Yifan Zhao, Yalin Zheng, Alejandro F. Frangi, Shuting Zhang, Hong Qi, Yitian Zhao
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Biologically informed deep neural networks provide quantitative assessment of intratumoral heterogeneity in post treatment glioblastoma npj Digit. Med. (IF 12.4) Pub Date : 2024-10-19 Hairong Wang, Michael G. Argenziano, Hyunsoo Yoon, Deborah Boyett, Akshay Save, Petros Petridis, William Savage, Pamela Jackson, Andrea Hawkins-Daarud, Nhan Tran, Leland Hu, Kyle W. Singleton, Lisa Paulson, Osama Al Dalahmah, Jeffrey N. Bruce, Jack Grinband, Kristin R. Swanson, Peter Canoll, Jing Li
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Feasibility of snapshot testing using wearable sensors to detect cardiorespiratory illness (COVID infection in India) npj Digit. Med. (IF 12.4) Pub Date : 2024-10-19 Olivia K. Botonis, Jonathan Mendley, Shreya Aalla, Nicole C. Veit, Michael Fanton, JongYoon Lee, Vikrant Tripathi, Venkatesh Pandi, Akash Khobragade, Sunil Chaudhary, Amitav Chaudhuri, Vaidyanathan Narayanan, Shuai Xu, Hyoyoung Jeong, John A. Rogers, Arun Jayaraman
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Guidance for unbiased predictive information for healthcare decision-making and equity (GUIDE): considerations when race may be a prognostic factor npj Digit. Med. (IF 12.4) Pub Date : 2024-10-19 Keren Ladin, John Cuddeback, O. Kenrik Duru, Sharad Goel, William Harvey, Jinny G. Park, Jessica K. Paulus, Joyce Sackey, Richard Sharp, Ewout Steyerberg, Berk Ustun, David van Klaveren, Saul N. Weingart, David M. Kent
Clinical prediction models (CPMs) are tools that compute the risk of an outcome given a set of patient characteristics and are routinely used to inform patients, guide treatment decision-making, and resource allocation. Although much hope has been placed on CPMs to mitigate human biases, CPMs may potentially contribute to racial disparities in decision-making and resource allocation. While some policymakers
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A randomized clinical trial testing digital mindset intervention for knee osteoarthritis pain and activity improvement npj Digit. Med. (IF 12.4) Pub Date : 2024-10-17 Melissa A. Boswell, Kris M. Evans, Disha Ghandwani, Trevor Hastie, Sean R. Zion, Paula L. Moya, Nicholas J. Giori, Jennifer L. Hicks, Alia J. Crum, Scott L. Delp
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Addressing fairness issues in deep learning-based medical image analysis: a systematic review npj Digit. Med. (IF 12.4) Pub Date : 2024-10-17 Zikang Xu, Jun Li, Qingsong Yao, Han Li, Mingyue Zhao, S. Kevin Zhou
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India’s evolving digital health strategy npj Digit. Med. (IF 12.4) Pub Date : 2024-10-16 Aditya Narayan, Indu Bhushan, Kevin Schulman
India’s evolving digital health strategy leverages innovative technologies to enhance access to healthcare services. This paper explores the key components of India’s digital health transformation, including the Ayushman Bharat Digital Mission (ABDM) and India’s integration of biometric identification and digital infrastructure to improve healthcare delivery. The lessons learned from India’s large-scale
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Knowledge abstraction and filtering based federated learning over heterogeneous data views in healthcare npj Digit. Med. (IF 12.4) Pub Date : 2024-10-16 Anshul Thakur, Soheila Molaei, Pafue Christy Nganjimi, Andrew Soltan, Patrick Schwab, Kim Branson, David A. Clifton
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Prospective clinical evaluation of deep learning for ultrasonographic screening of abdominal aortic aneurysms npj Digit. Med. (IF 12.4) Pub Date : 2024-10-15 I-Min Chiu, Tien-Yu Chen, You-Cheng Zheng, Xin-Hong Lin, Fu-Jen Cheng, David Ouyang, Chi-Yung Cheng
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Privacy-friendly evaluation of patient data with secure multiparty computation in a European pilot study npj Digit. Med. (IF 12.4) Pub Date : 2024-10-14 Hendrik Ballhausen, Stefanie Corradini, Claus Belka, Dan Bogdanov, Luca Boldrini, Francesco Bono, Christian Goelz, Guillaume Landry, Giulia Panza, Katia Parodi, Riivo Talviste, Huong Elena Tran, Maria Antonietta Gambacorta, Sebastian Marschner
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A scoping review on advancements in noninvasive wearable technology for heart failure management npj Digit. Med. (IF 12.4) Pub Date : 2024-10-12 Niels T. B. Scholte, Annemiek. E. van Ravensberg, Abdul Shakoor, Eric Boersma, Eelko Ronner, Rudolf A. de Boer, Jasper J. Brugts, Nico Bruining, Robert M. A. van der Boon
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Systematic review and meta-analysis of standalone digital interventions for cognitive symptoms in people without dementia npj Digit. Med. (IF 12.4) Pub Date : 2024-10-10 Veronica Cabreira, Tim Wilkinson, Lisbeth Frostholm, Jon Stone, Alan Carson
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Individualized decision making in on-scene resuscitation time for out-of-hospital cardiac arrest using reinforcement learning npj Digit. Med. (IF 12.4) Pub Date : 2024-10-09 Dong Hyun Choi, Min Hyuk Lim, Ki Jeong Hong, Young Gyun Kim, Jeong Ho Park, Kyoung Jun Song, Sang Do Shin, Sungwan Kim
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Screening chronic kidney disease through deep learning utilizing ultra-wide-field fundus images npj Digit. Med. (IF 12.4) Pub Date : 2024-10-07 Xinyu Zhao, Xingwang Gu, Lihui Meng, Yongwei Chen, Qing Zhao, Shiyu Cheng, Wenfei Zhang, Tiantian Cheng, Chuting Wang, Zhengming Shi, Shengyin Jiao, Changlong Jiang, Guofang Jiao, Da Teng, Xiaolei Sun, Bilei Zhang, Yakun Li, Huiqin Lu, Changzheng Chen, Hao Zhang, Ling Yuan, Chang Su, Han Zhang, Song Xia, Anyi Liang, Mengda Li, Dan Zhu, Meirong Xue, Dawei Sun, Qiuming Li, Ziwu Zhang, Donglei Zhang,
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Enabling data linkages for rare diseases in a resilient environment with the SERDIF framework npj Digit. Med. (IF 12.4) Pub Date : 2024-10-04 Albert Navarro-Gallinad, Fabrizio Orlandi, Jennifer Scott, Enock Havyarimana, Neil Basu, Mark A. Little, Declan O’Sullivan
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Improving prognostic accuracy in lung transplantation using unique features of isolated human lung radiographs npj Digit. Med. (IF 12.4) Pub Date : 2024-10-03 Bonnie T. Chao, Andrew T. Sage, Micheal C. McInnis, Jun Ma, Micah Grubert Van Iderstine, Xuanzi Zhou, Jerome Valero, Marcelo Cypel, Mingyao Liu, Bo Wang, Shaf Keshavjee
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A scoping review of reporting gaps in FDA-approved AI medical devices npj Digit. Med. (IF 12.4) Pub Date : 2024-10-03 Vijaytha Muralidharan, Boluwatife Adeleye Adewale, Caroline J. Huang, Mfon Thelma Nta, Peter Oluwaduyilemi Ademiju, Pirunthan Pathmarajah, Man Kien Hang, Oluwafolajimi Adesanya, Ridwanullah Olamide Abdullateef, Abdulhammed Opeyemi Babatunde, Abdulquddus Ajibade, Sonia Onyeka, Zhou Ran Cai, Roxana Daneshjou, Tobi Olatunji
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Algorithmovigilance, lessons from pharmacovigilance npj Digit. Med. (IF 12.4) Pub Date : 2024-10-02 Alan Balendran, Mehdi Benchoufi, Theodoros Evgeniou, Philippe Ravaud
Artificial Intelligence (AI) systems are increasingly being deployed across various high-risk applications, especially in healthcare. Despite significant attention to evaluating these systems, post-deployment incidents are not uncommon, and effective mitigation strategies remain challenging. Drug safety has a well-established history of assessing, monitoring, understanding, and preventing adverse effects
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Ethical guidance for reporting and evaluating claims of AI outperforming human doctors npj Digit. Med. (IF 12.4) Pub Date : 2024-10-02 Jojanneke Drogt, Megan Milota, Anne van den Brink, Karin Jongsma
Claims of AI outperforming medical practitioners are under scrutiny, as the evidence supporting many of these claims is not convincing or transparently reported. These claims often lack specificity, contextualization, and empirical grounding. In this comment, we offer constructive ethical guidance that can benefit authors, journal editors, and peer reviewers when reporting and evaluating findings in
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Machine learning explains response variability of deep brain stimulation on Parkinson’s disease quality of life npj Digit. Med. (IF 12.4) Pub Date : 2024-10-02 Enrico Ferrea, Farzin Negahbani, Idil Cebi, Daniel Weiss, Alireza Gharabaghi
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“Towards harmonizing assessment and reimbursement of digital medical devices in the EU through mutual learning” npj Digit. Med. (IF 12.4) Pub Date : 2024-10-01 Rosanna Tarricone, Francesco Petracca, Hannah-Marie Weller
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Games Wide Open to athlete partnership in building artificial intelligence systems npj Digit. Med. (IF 12.4) Pub Date : 2024-10-01 Yosra Magdi Mekki, Osman Hassan Ahmed, Dyllan Powell, Amy Price, H. Paul Dijkstra
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Effects of artificial intelligence implementation on efficiency in medical imaging—a systematic literature review and meta-analysis npj Digit. Med. (IF 12.4) Pub Date : 2024-09-30 Katharina Wenderott, Jim Krups, Fiona Zaruchas, Matthias Weigl