Citations (50)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (6)
Lijun Ma & Holly Tibble. (2024) Primary Care Asthma Attack Prediction Models for Adults: A Systematic Review of Reported Methodologies and Outcomes. Journal of Asthma and Allergy 17, pages 181-194.
Read now
Read now
Mandana Rezaeiahari, Clare C. Brown, Arina Eyimina, Tamara T. Perry, Anthony Goudie, Melanie Boyd, J. Mick Tilford & Akilah A. Jefferson. (2024) Predicting pediatric severe asthma exacerbations: an administrative claims-based predictive model. Journal of Asthma 61:3, pages 203-211.
Read now
Read now
Akira Yamasaki, Katsuyuki Tomita, Kazuhiro Kato, Kouji Fukutani, Hiroyuki Sano, Yuji Tohda & Eiji Shimizu. (2016) Development and validation of a predictive model of failed stepping-down of inhaled corticosteroids in adult asthmatics. Patient Preference and Adherence 10, pages 339-344.
Read now
Read now
Özge Uysal Soyer, Fadil Öztürk, Özlem Keskin, Suna Asilsoy, Nazan Altinel, Özkan Karaman, Mehtap Yazicioğlu, Nihat Sapan, Dost Zeyrek, Semanur Kuyucu, Serap Özmen, İsmail Reisli, Metin Aydoğan, Derya Ufuk Altintaş, Fazil Orhan, Hasan Yüksel, Ayşen Bingöl Boz, Fuat Gürkan, Fulya Tahan, Ömer Cevit & Bülent Enis Şekerel. (2012) Perceptions of Parents and Physicians Concerning the Childhood Asthma Control Test. Journal of Asthma 49:8, pages 868-874.
Read now
Read now
Karen S Rance. (2011) Helping patients attain and maintain asthma control: reviewing the role of the nurse practitioner. Journal of Multidisciplinary Healthcare 4, pages 299-309.
Read now
Read now
Theresa W. Guilbert, Cindy Garris, Priti Jhingran, Machaon Bonafede, Kenneth J. Tomaszewski, Tiffany Bonus, Rebecca M. Hahn & Michael Schatz. (2011) Asthma That Is Not Well-Controlled Is Associated with Increased Healthcare Utilization and Decreased Quality of Life. Journal of Asthma 48:2, pages 126-132.
Read now
Read now
Articles from other publishers (44)
Flory L Nkoy, Bryan L Stone, Yue Zhang & Gang Luo. (2024) A Roadmap for Using Causal Inference and Machine Learning to Personalize Asthma Medication Selection. JMIR Medical Informatics 12, pages e56572.
Crossref
Crossref
Tianze Jiao, Mireille E. Schnitzer, Amélie Forget & Lucie Blais. (2022) Identifying asthma patients at high risk of exacerbation in a routine visit: A machine learning model. Respiratory Medicine 198, pages 106866.
Crossref
Crossref
Xiaoyi Zhang & Gang Luo. (2022) Error and Timeliness Analysis for Using Machine Learning to Predict Asthma Hospital Visits: Retrospective Cohort Study. JMIR Medical Informatics 10:6, pages e38220.
Crossref
Crossref
Simon Couillard, Ewout Steyerberg, Richard Beasley & Ian Pavord. (2022) Blood eosinophils, fractional exhaled nitric oxide and the risk of asthma attacks in randomised controlled trials: protocol for a systemic review and control arm patient-level meta-analysis for clinical prediction modelling. BMJ Open 12:4, pages e058215.
Crossref
Crossref
Gang Luo. (2022) A Roadmap for Boosting Model Generalizability for Predicting Hospital Encounters for Asthma. JMIR Medical Informatics 10:3, pages e33044.
Crossref
Crossref
Yao Tong, Beilei Lin, Gang Chen & Zhenxiang Zhang. (2022) Predicting Continuity of Asthma Care Using a Machine Learning Model: Retrospective Cohort Study. International Journal of Environmental Research and Public Health 19:3, pages 1237.
Crossref
Crossref
Jiyoung Woo, Ji-Hyun Lee, Yeonjin Kim, Guillaume Rudasingwa, Dae Hyun Lim & Sungroul Kim. (2022) Forecasting the Effects of Real-Time Indoor PM2.5 on Peak Expiratory Flow Rates (PEFR) of Asthmatic Children in Korea: A Deep Learning Approach. IEEE Access 10, pages 19391-19400.
Crossref
Crossref
Xiaoyi Zhang & Gang Luo. (2021) Ranking Rule-Based Automatic Explanations for Machine Learning Predictions on Asthma Hospital Encounters in Patients With Asthma: Retrospective Cohort Study. JMIR Medical Informatics 9:8, pages e28287.
Crossref
Crossref
Gang Luo, Bryan L Stone, Xiaoming Sheng, Shan He, Corinna Koebnick & Flory L Nkoy. (2021) Using Computational Methods to Improve Integrated Disease Management for Asthma and Chronic Obstructive Pulmonary Disease: Protocol for a Secondary Analysis. JMIR Research Protocols 10:5, pages e27065.
Crossref
Crossref
Yao Tong, Amanda I Messinger, Adam B Wilcox, Sean D Mooney, Giana H Davidson, Pradeep Suri & Gang Luo. (2021) Forecasting Future Asthma Hospital Encounters of Patients With Asthma in an Academic Health Care System: Predictive Model Development and Secondary Analysis Study. Journal of Medical Internet Research 23:4, pages e22796.
Crossref
Crossref
Gang Luo, Claudia L Nau, William W Crawford, Michael Schatz, Robert S Zeiger & Corinna Koebnick. (2021) Generalizability of an Automatic Explanation Method for Machine Learning Prediction Results on Asthma-Related Hospital Visits in Patients With Asthma: Quantitative Analysis. Journal of Medical Internet Research 23:4, pages e24153.
Crossref
Crossref
William W. Busse, Stanley J. Szefler, Tmirah Haselkorn, Ahmar Iqbal, Benjamin Ortiz, Bobby Q. Lanier & Bradley E. Chipps. (2021) Possible Protective Effect of Omalizumab on Lung Function Decline in Patients Experiencing Asthma Exacerbations. The Journal of Allergy and Clinical Immunology: In Practice 9:3, pages 1201-1211.
Crossref
Crossref
Victoria L Tiase, Katherine A Sward, Guilherme Del Fiol, Catherine Staes, Charlene Weir & Mollie R Cummins. (2021) Patient-Generated Health Data in Pediatric Asthma: Exploratory Study of Providers' Information Needs. JMIR Pediatrics and Parenting 4:1, pages e25413.
Crossref
Crossref
Gang Luo, Michael D Johnson, Flory L Nkoy, Shan He & Bryan L Stone. (2020) Automatically Explaining Machine Learning Prediction Results on Asthma Hospital Visits in Patients With Asthma: Secondary Analysis. JMIR Medical Informatics 8:12, pages e21965.
Crossref
Crossref
Joshua Bridge, John D. Blakey & Laura J. Bonnett. (2020) A systematic review of methodology used in the development of prediction models for future asthma exacerbation. BMC Medical Research Methodology 20:1.
Crossref
Crossref
Matthew J Martin, Richard Beasley & Tim W Harrison. (2020) Towards a personalised treatment approach for asthma attacks. Thorax 75:12, pages 1119-1129.
Crossref
Crossref
Gang Luo, Claudia L Nau, William W Crawford, Michael Schatz, Robert S Zeiger, Emily Rozema & Corinna Koebnick. (2020) Developing a Predictive Model for Asthma-Related Hospital Encounters in Patients With Asthma in a Large, Integrated Health Care System: Secondary Analysis. JMIR Medical Informatics 8:11, pages e22689.
Crossref
Crossref
Yang Xiang, Hangyu Ji, Yujia Zhou, Fang Li, Jingcheng Du, Laila Rasmy, Stephen Wu, W Jim Zheng, Hua Xu, Degui Zhi, Yaoyun Zhang & Cui Tao. (2020) Asthma Exacerbation Prediction and Risk Factor Analysis Based on a Time-Sensitive, Attentive Neural Network: Retrospective Cohort Study. Journal of Medical Internet Research 22:7, pages e16981.
Crossref
Crossref
Gang Luo, Shan He, Bryan L Stone, Flory L Nkoy & Michael D Johnson. (2020) Developing a Model to Predict Hospital Encounters for Asthma in Asthmatic Patients: Secondary Analysis. JMIR Medical Informatics 8:1, pages e16080.
Crossref
Crossref
Yao Tong, Amanda I. Messinger & Gang Luo. (2020) Testing the Generalizability of an Automated Method for Explaining Machine Learning Predictions on Asthma Patients’ Asthma Hospital Visits to an Academic Healthcare System. IEEE Access 8, pages 195971-195979.
Crossref
Crossref
Arnaud Bourdin, Leif Bjermer, Christopher Brightling, Guy G. Brusselle, Pascal Chanez, Kian Fan Chung, Adnan Custovic, Zuzana Diamant, Sarah Diver, Ratko Djukanovic, Dominique Hamerlijnck, Ildikó Horváth, Sebastian L. Johnston, Frank Kanniess, Nikos Papadopoulos, Alberto Papi, Richard J. Russell, Dermot Ryan, Konstantinos Samitas, Thomy Tonia, Eleftherios Zervas & Mina Gaga. (2019) ERS/EAACI statement on severe exacerbations in asthma in adults: facts, priorities and key research questions. European Respiratory Journal 54:3, pages 1900900.
Crossref
Crossref
Albert M. Levin, Hongsheng Gui, Natalia Hernandez-Pacheco, Mao Yang, Shujie Xiao, James J. Yang, Samantha Hochstadt, Andrea J. Barczak, Walter L. Eckalbar, Dean Rynkowski, Lesly-Anne Samedy, Pui-Yan Kwok, Maria Pino-Yanes, David J. Erle, David E. Lanfear, Esteban G. Burchard & L. Keoki Williams. (2019) Integrative approach identifies corticosteroid response variant in diverse populations with asthma. Journal of Allergy and Clinical Immunology 143:5, pages 1791-1802.
Crossref
Crossref
Jae-Woo Kwon, Heewon Jung, Sae-Hoon Kim, Yoon-Seok Chang, You Sook Cho, Dong-Ho Nahm, An-Soo Jang, Jung-Won Park, Ho Joo Yoon, Sang-Heon Cho, Young-Joo Cho, Byoung Whui Choi, Hee-Bom Moon & Tae-Bum Kim. (2019) High ACT score is not sufficient to reduce the risk of asthma exacerbations in asthma with low lung function. Respiratory Medicine 150, pages 38-44.
Crossref
Crossref
Rik J.B. Loymans, Thomas P.A. Debray, Persijn J. Honkoop, Evelien H. Termeer, Jiska B. Snoeck-Stroband, Tjard R.J. Schermer, Willem J.J. Assendelft, Merel Timp, Kian Fan Chung, Ana R. Sousa, Jacob K. Sont, Peter J. Sterk, Helen K. Reddel & Gerben ter Riet. (2018) Exacerbations in Adults with Asthma: A Systematic Review and External Validation of Prediction Models. The Journal of Allergy and Clinical Immunology: In Practice 6:6, pages 1942-1952.e15.
Crossref
Crossref
Aggeliki Anastasiou, Otilia Kocsis & Konstantinos Moustakas. (2018) Exploring machine learning for monitoring and predicting severe asthma exacerbations. Exploring machine learning for monitoring and predicting severe asthma exacerbations.
Francisco Javier Álvarez Gutiérrez, Marta Ferrer Galván, Juan Francisco Medina Gallardo, Marta Barrera Mancera, Beatriz Romero Romero & Auxiliadora Romero Falcón. (2017) Predictive factors for moderate or severe exacerbations in asthma patients receiving outpatient care. BMC Pulmonary Medicine 17:1.
Crossref
Crossref
Akihiko Tanaka, Tomoki Uno, Haruna Sato, Megumi Jinno, Kuniaki Hirai, Yoshito Miyata, Munehiro Yamaguchi, Shin Ohta, Tetsuya Homma, Mayumi Yamamoto, Shintaro Suzuki, Takuya Yokoe & Hironori Sagara. (2017) Predicting future risk of exacerbations in Japanese patients with adult asthma: A prospective 1-year follow up study. Allergology International 66:4, pages 568-573.
Crossref
Crossref
Nishanee Rampersad & Rekha Hansraj. (2017) Identifying the critical factors that influence intraocular pressure using an automated regression tree. African Vision and Eye Health 76:1.
Crossref
Crossref
Joseph Finkelstein & In cheol Jeong. (2016) Machine learning approaches to personalize early prediction of asthma exacerbations. Annals of the New York Academy of Sciences 1387:1, pages 153-165.
Crossref
Crossref
Sonia Cajigal, Karen E. Wells, Edward L. Peterson, Brian K. Ahmedani, James J. Yang, Rajesh Kumar, Esteban G. Burchard & L. Keoki Williams. (2017) Predictive Properties of the Asthma Control Test and Its Component Questions for Severe Asthma Exacerbations. The Journal of Allergy and Clinical Immunology: In Practice 5:1, pages 121-127.e2.
Crossref
Crossref
Rob Brisk & Liam G. Heaney. (2016) Asthma control and exacerbations. Current Opinion in Pulmonary Medicine 22:1, pages 32-37.
Crossref
Crossref
Pierluigi Paggiaro, David M.G. Halpin, Roland Buhl, Michael Engel, Valentina B. Zubek, Zuzana Blahova, Petra Moroni-Zentgraf & Emilio Pizzichini. (2016) The Effect of Tiotropium in Symptomatic Asthma Despite Low- to Medium-Dose Inhaled Corticosteroids: A Randomized Controlled Trial. The Journal of Allergy and Clinical Immunology: In Practice 4:1, pages 104-113.e2.
Crossref
Crossref
Francisco-Javier Gonzalez-Barcala, Uxio Calvo-Alvarez, Maria-Teresa Garcia-Sanz, Arnand Bourdin, Antonio Pose-Reino, Jose-Martin Carreira, Jose-Domingo Moure-Gonzalez, Nuria Garcia-Couceiro, Luis Valdes-Cuadrado & Xavier Muñoz. (2015) Characteristics and Prognosis of Near-Fatal Asthma Exacerbations. The American Journal of the Medical Sciences 350:2, pages 98-102.
Crossref
Crossref
S. Voorend-van Bergen, A.A. Vaessen-Verberne, J.C. de Jongste & M.W. Pijnenburg. (2015) Asthma control questionnaires in the management of asthma in children: A review. Pediatric Pulmonology 50:2, pages 202-208.
Crossref
Crossref
Yasuhiro Gon, Reiko Ito, Noriko Kogawa, Shuichiro Maruoka & Shu Hashimoto. (2015) Trend in Patient Education about Asthma and CODP. Nihon Naika Gakkai Zasshi 104:10, pages 2220-2227.
Crossref
Crossref
Mio Toyama, Takashi Hasegawa, Takuro Sakagami, Toshiyuki Koya, Masachika Hayashi, Hiroshi Kagamu, Yoshiyuki Muramatsu, Kumiko Muramatsu, Masaaki Arakawa, Fumitake Gejyo, Ichiei Narita & Eiichi Suzuki. (2014) Depression's Influence on the Asthma Control Test, Japanese Version. Allergology International 63:4, pages 587-594.
Crossref
Crossref
Michael Schatz, Robert S. Zeiger, Su-Jau Yang, Wansu Chen, William Crawford, Shiva Sajjan & Felicia Allen-Ramey. (2014) Change in Asthma Control Over Time: Predictors and Outcomes. The Journal of Allergy and Clinical Immunology: In Practice 2:1, pages 59-64.
Crossref
Crossref
John D Blakey, Kerry Woolnough, Jodie Fellows, Samantha Walker, Mike Thomas & Ian D Pavord. (2013) Assessing the risk of attack in the management of asthma: a review and proposal for revision of the current control-centred paradigm. Primary Care Respiratory Journal 22:3, pages 344-352.
Crossref
Crossref
Karen Rance, Mary O'Laughlen & Thomas Platts-Mills. (2012) Managing asthma in Black children. The Nurse Practitioner 37:6, pages 46-52.
Crossref
Crossref
FANNY W.S. KO, DAVID S.C. HUI, TING‐FAN LEUNG, HONG‐YIN CHU, GARY W.K. WONG, ALVIN H.M. TUNG, JENNY C.N. NGAI, SUSANNA S.S. NG & CHRISTOPHER K.W. LAI. (2012) Evaluation of the asthma control test: A reliable determinant of disease stability and a predictor of future exacerbations. Respirology 17:2, pages 370-378.
Crossref
Crossref
Takashi Hasegawa, Toshiyuki Koya, Takuro Sakagami, Yoshiyuki Muramatsu, Kumiko Muramatsu, Hiroshi Kagamu, Ichiroh Mashima, Masaaki Arakawa, Fumitake Gejyo, Hitoshi Miyaoka, Kunitoshi Kamijima, Ichiei Narita & Eiichi Suzuki. (2012) Analysis of Depression in Asthmatic Patients Using the Japanese Version of Patient Health Questionnaire-9. Allergology International 61:3, pages 475-487.
Crossref
Crossref
Takashi Hasegawa, Toshiyuki Koya, Takuro Sakagami, Shinichi Toyabe, Hiroshi Kagamu, Masaaki Arakawa, Fumitake Gejyo, Ichiei Narita & Eiichi Suzuki. (2012) Asthma Control and Management Changes in Japan: Questionnaire Survey. Internal Medicine 51:6, pages 567-574.
Crossref
Crossref
Kenji BabaHiroyuki TanakaMasaki NishimuraNorihito YokoeDaisuke TakahashiTakeo YagiEtsuro YamaguchiYuka MaedaTatsuya MutoTakaaki Hasegawa. (2011)
Age-Dependent Deterioration of Peak Inspiratory Flow with Two Kinds of Dry Powder Corticosteroid Inhalers (Diskus
R
and Turbuhaler
R
) and Relationships with Asthma Control
. Journal of Aerosol Medicine and Pulmonary Drug Delivery 24:6, pages 293-301.
Crossref
Crossref
Karen Rance, Mary O'Laughlen & Stanislaus Ting. (2011) Improving Asthma Care for African American Children by Increasing National Asthma Guideline Adherence. Journal of Pediatric Health Care 25:4, pages 235-249.
Crossref
Crossref