BMC Medical Informatics Decis. Mak.

Keyphrases

Publications

volume 23, number 1, 2023

Pontus Olsson de Capretz, Anders Björkelund, Jonas Björk, Mattias Ohlsson, Arash Mokhtari, Axel Nyström, Ulf Ekelund
Machine learning for early prediction of acute myocardial infarction or death in acute chest pain patients using electrocardiogram and blood tests at presentation. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Amir Torab-Miandoab, Taha Samad-Soltani, Ahmadreza Jodati, Peyman Rezaei-Hachesu
Interoperability of heterogeneous health information systems: a systematic literature review. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Ricardo M. S. Carvalho, Daniela Oliveira, Catia Pesquita
Knowledge Graph Embeddings for ICU readmission prediction. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Nevin Hammam, Ali Bakhiet, Eiman Abd El-Latif, Iman I. El-Gazzar, Nermeen Samy, Rasha A. Abdel Noor, Emad El-Shebeiny, Amany R. El-Najjar, Nahla N. Eesa, Mohamed N. Salem, Soha E. Ibrahim, Dina F. El-Essawi, Ahmed M. Elsaman, Hanan M. Fathi, Rehab A. Sallam, Rawhya R. El Shereef, Faten Ismail, Mervat I. Abd-Elazeem, Emtethal A. Said, Noha M. Khalil, Dina Shahin, Hanan M. El-Saadany, Marwa ElKhalifa, Samah I. Nasef, Ahmed M. Abdalla, Nermeen Noshy, Rasha M. Fawzy, Ehab Saad, Abdelhafeez Moshrif, Amira T. El-Shanawany, Yousra H. Abdel-Fattah, Hossam Mohammad Khalil, Osman Hammam, Aly Ahmed Fathy, Tamer A. Gheita
Development of machine learning models for detection of vision threatening Behçet's disease (BD) using Egyptian College of Rheumatology (ECR)-BD cohort. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Chao Mao, Quanjing Zhu, Rong Chen, Weifeng Su
Automatic medical specialty classification based on patients' description of their symptoms. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Charlotte James, Richard Wood, Rachel Denholm
A multi-granular stacked regression for forecasting long-term demand in Emergency Departments. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Yasuhiko Miyachi, Osamu Ishii, Keijiro Torigoe
Design, implementation, and evaluation of the computer-aided clinical decision support system based on learning-to-rank: collaboration between physicians and machine learning in the differential diagnosis process. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Dan Thorpe, Jörg Strobel, Niranjan Bidargaddi
Examining clinician choice to follow-up (or not) on automated notifications of medication non-adherence by clinical decision support systems. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Jie Zhang, Zong-ming Zhang
Ethics and governance of trustworthy medical artificial intelligence. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Shimels Derso Kebede, Yakub Sebastian, Abraham Yeneneh, Ashenafi Fentahun Chanie, Mequannent Sharew Melaku, Agmasie Damtew Walle
Prediction of contraceptive discontinuation among reproductive-age women in Ethiopia using Ethiopian Demographic and Health Survey 2016 Dataset: A Machine Learning Approach. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Chao Yu, Qikai Huang
Towards more efficient and robust evaluation of sepsis treatment with deep reinforcement learning. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Min-hyung Kim, Sojung Park, Yu Rang Park, Wonjun Ji, Seul-gi Kim, Minji Choo, Seung-sik Hwang, Jae Cheol Lee, Hyeong Ryul Kim, Chang Min Choi
Stratifying non-small cell lung cancer patients using an inverse of the treatment decision rules: validation using electronic health records with application to an administrative database. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Yang Hu, Jasmine Huerta, Nicholas Cordella, Rebecca Grochow Mishuris, Ioannis Ch. Paschalidis
Personalized hypertension treatment recommendations by a data-driven model. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Miho Fujita, Yuki Yonekura, Kazuhiro Nakayama
The factors affecting implementing shared decision-making in clinical trials: a cross-sectional survey of clinical research coordinators' perceptions in Japan. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Sarah Sauchelli, Tim Pickles, Alexandra Voinescu, Heungjae Choi, Ben Sherlock, Jingjing Zhang, Steffi L. Colyer, Sabrina Grant, Sethu Sundari, Gemma Lasseter
Public attitudes towards the use of novel technologies in their future healthcare: a UK survey. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Fatemeh Bagheri, Faezeh Abbasi, Mojtaba Sadeghi, Reza Khajouei
Evaluating the usability of a cancer registry system using Cognitive Walkthrough, and assessing user agreement with its problems. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Orivaldo Alves Barbosa, Edgar Marçal, David Augusto Batista Sá Araújo, Lucas Severo Melo, Hermano Alexandre Lima Rocha
Development and perceived usability evaluation of an interactive smartphone application for the teaching of hemodynamics and evaluation of arterial pulse pressure variation. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Amir Torab-Miandoab, Mehdi Poursheikh Asghari, Nastaran Hashemzadeh, Reza Ferdousi
Analysis and identification of drug similarity through drug side effects and indications data. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Donghyeong Seong, Yoon Ho Choi, Soo Young Shin, Byoung-Kee Yi
Deep learning approach to detection of colonoscopic information from unstructured reports. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Na Liang, Chengliang Wang, Shiying Li, Xin Xie, Jun Lin, Wen Zhong
The classification of flash visual evoked potential based on deep learning. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Alireza Banaye Yazdipour, Soheila Saeedi, Hassan Bostan, Hoorie Masoorian, Hasan Sajjadi, Marjan Ghazisaeedi
Opportunities and challenges of virtual reality-based interventions for patients with breast cancer: a systematic review. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Aynaz Nourani, Haleh Ayatollahi, Masoud Solaymani-Dodaran
Data management system for diabetes clinical trials: a pre-post evaluation study. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Mushtaq Hussain, Mehmet Akif Cifci, Tayyaba Sehar, Said Nabi, Omar Cheikhrouhou, Hasaan Maqsood, Muhammad Ibrahim, Fida Mohammad
Machine learning based efficient prediction of positive cases of waterborne diseases. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Abdollah Safari, John Petkau, Mark J. FitzGerald, Mohsen Sadatsafavi
A parametric model to jointly characterize rate, duration, and severity of exacerbations in episodic diseases. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Azadeh Bashiri, Mohammad Shirdeli, Fatemeh Niknam, Soheila Naderi, Sahar Zare
Evaluating the success of Iran Electronic Health Record System (SEPAS) based on the DeLone and McLean model: a cross-sectional descriptive study. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Ajit Narayanan, Wendy L. Magee, Richard J. Siegert
Machine learning and network analysis for diagnosis and prediction in disorders of consciousness. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Benjamin Lieberman, Jude Dzevela Kong, Roy Gusinow, Ali Asgary, Nicola Luigi Bragazzi, Joshua Choma, Salah-Eddine Dahbi, Kentaro Hayashi, Deepak Kar, Mary Kawonga, Mduduzi Mbada, Kgomotso Monnakgotla, James Orbinski, Xifeng Ruan, Finn Stevenson, Jianhong Wu, Bruce Mellado
Big data- and artificial intelligence-based hot-spot analysis of COVID-19: Gauteng, South Africa, as a case study. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Ruth Pel-Littel, Bianca M. Buurman, Marjolein H. van de Pol, Jos W. R. Twisk, Linda R. Tulner, Mirella M. Minkman, Wilma J. M. Scholte op Reimer, Julia C. M. van Weert
Effects of a shared decision making intervention for older adults with multiple chronic conditions: the DICO study. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Mahboobeh Parsapoor, Muhammad Raisul Alam, Alex Mihailidis
Performance of machine learning algorithms for dementia assessment: impacts of language tasks, recording media, and modalities. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Andrey G. Reshetnikov, Vitalii Berdutin, Alexander Zaporozhtsev, Sergey Romanov, Olga Abaeva, Nadezhda Prisyazhnaya, Nadezhda Vyatkina
Predictive algorithm for the regional spread of coronavirus infection across the Russian Federation. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Albert Burger, Richard A. Baldock, David J. Adams, Shahida Din, Irene Papatheodorou, Michael Glinka, Bill Hill, Derek Houghton, Mehran Sharghi, Michael N. Wicks, Mark J. Arends
Towards a clinically-based common coordinate framework for the human gut cell atlas: the gut models. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Vipina Kuttichi Keloth, Shuxin Zhou, Luke Lindemann, Ling Zheng, Gai Elhanan, Andrew J. Einstein, James Geller, Yehoshua Perl
Mining of EHR for interface terminology concepts for annotating EHRs of COVID patients. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Li hua, Mu Dongmei, Yang Xinyu, Zhang Xinyue, Wang Shutong, Wang Dongxuan, Peng Hao, Wang Ying
Research on outpatient capacity planning combining lean thinking and integer linear programming. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Ganesh Raman, Bilal Ashraf, Yusuf Kemal Demir, Corey D. Kershaw, Sreekanth Cheruku, Murat Atis, Ahsen Atis, Mustafa Atar, Weina Chen, Ibrahim Ibrahim, Taha Bat, Mutlu Mete
Machine learning prediction for COVID-19 disease severity at hospital admission. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Kidane Tadesse Gebremariam, Afework Mulugeta, Danielle Gallegos
Co-design and implementation of a mHealth intervention targeting fathers and mothers to improve breastfeeding. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Yimin Cai, Yuqing Long, Zhenggong Han, Mingkun Liu, Yuchen Zheng, Wei Yang, Liming Chen
Swin Unet3D: a three-dimensional medical image segmentation network combining vision transformer and convolution. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Fahimeh Kharaman-nia, Habibolah Rezaei, Narges Roustaei, Peyman Etemadfar, Nazafarin Hosseini
Comparing the effects of self- care education by lecture and smartphone application on self-efficacy of patients with thalassemia. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Quang Huy Nguyen, Damien K. Ming, An Phuoc Luu, Ho Q. Chanh, Dong Thi Hoai Tam, Nguyen Thanh Truong, Vo Xuan Huy, Bernard Hernandez, Jennifer Ilo Van Nuil, Chris Paton, Pantelis Georgiou, Nguyet Minh Nguyen, Alison H. Holmes, Phan Vinh Tho, Sophie Yacoub
Mapping patient pathways and understanding clinical decision-making in dengue management to inform the development of digital health tools. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Pinar Tokgöz, Jessica Hafner, Christoph Dockweiler
Factors influencing the implementation of decision support systems for antibiotic prescription in hospitals: a systematic review. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Qi Ye, Tingting Cai, Xiang Ji, Tong Ruan, Hong Zheng
Subsequence and distant supervision based active learning for relation extraction of Chinese medical texts. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Geir Thore Berge, Ole-Christoffer Granmo, Tor Oddbjørn Tveit, Bjørn Erik Munkvold, A. L. Ruthjersen, J. Sharma
Machine learning-driven clinical decision support system for concept-based searching: a field trial in a Norwegian hospital. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Jyu-Lin Chen, Chen-Xi Lin, Mijung Park, Jerry John Nutor, Rosalind de Lisser, Thomas J. Hoffmann, Hannah J. Kim
Rapid response nursing triage outcomes for COVID-19: factors associated with patient's participation in triage recommendations. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Michael Beil, P. Vernon van Heerden, Dylan W. De Lange, Wojciech Szczeklik, Susannah Leaver, Bertrand Guidet, Hans Flaatten, Christian Jung, Sigal Sviri, Leo Joskowicz
Contribution of information about acute and geriatric characteristics to decisions about life-sustaining treatment for old patients in intensive care. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Shaina Raza, Brian Schwartz
Entity and relation extraction from clinical case reports of COVID-19: a natural language processing approach. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Markus Huber, Patrick Schober, Sven Petersen, Markus M. Luedi
Decision curve analysis confirms higher clinical utility of multi-domain versus single-domain prediction models in patients with open abdomen treatment for peritonitis. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Omid Mehrpour, Farhad Saeedi, Samaneh Nakhaee, Farbod Tavakkoli Khomeini, Ali Hadianfar, Alireza Amirabadizadeh, Christopher Hoyte
Comparison of decision tree with common machine learning models for prediction of biguanide and sulfonylurea poisoning in the United States: an analysis of the National Poison Data System. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Ji Hoon Kim, Bomgyeol Kim, Min Joung Kim, Heejung Hyun, Hyeon Chang Kim, Hyuk-Jae Chang
Prediction of inappropriate pre-hospital transfer of patients with suspected cardiovascular emergency diseases using machine learning: a retrospective observational study. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Chethan Jujjavarapu, Pradeep Suri, Vikas Pejaver, Janna Friedly, Laura S. Gold, Eric Meier, Trevor Cohen, Sean D. Mooney, Patrick J. Heagerty, Jeffrey G. Jarvik
Predicting decompression surgery by applying multimodal deep learning to patients' structured and unstructured health data. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Hoda Abbasizanjani, Fatemeh Torabi, Stuart Bedston, Thomas Bolton, Gareth Davies, Spiros Denaxas, Rowena Griffiths, Laura Herbert, Sam Hollings, Spencer Keene, Kamlesh Khunti, Emily Lowthian, Jane Lyons, Mehrdad A. Mizani, John Nolan, Cathie Sudlow, Venexia Walker, William Whiteley, Angela Wood, Ashley Akbari
Harmonising electronic health records for reproducible research: challenges, solutions and recommendations from a UK-wide COVID-19 research collaboration. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Soheila Saeedi, Sorayya Rezayi, Hamidreza Keshavarz, Sharareh R. Niakan Kalhori
MRI-based brain tumor detection using convolutional deep learning methods and chosen machine learning techniques. BMC Medical Informatics Decis. Mak. 23 (1) (2023)