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BESS: Balanced evolutionary semi-stacking for disease detection using partially labeled imbalanced data
Ning, Zhihan, Ye, Ziqing, Jiang, Zhixing, Zhang, David
Published in Information sciences (01.05.2022)
Published in Information sciences (01.05.2022)
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Journal Article
Development and evaluation of a text analytics algorithm for automated application of national COVID-19 shielding criteria in rheumatology patients
Jani, Meghna, Alfattni, Ghada, Belousov, Maksim, Laidlaw, Lynn, Zhang, Yuanyuan, Cheng, Michael, Webb, Karim, Hamilton, Robyn, Kanter, Andrew S, Dixon, William G, Nenadic, Goran
Published in Annals of the rheumatic diseases (01.08.2024)
Published in Annals of the rheumatic diseases (01.08.2024)
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Journal Article
Using text mining techniques to extract prostate cancer predictive information (Gleason score) from semi-structured narrative laboratory reports in the Gauteng province, South Africa
Cassim, Naseem, Mapundu, Michael, Olago, Victor, Celik, Turgay, George, Jaya Anna, Glencross, Deborah Kim
Published in BMC medical informatics and decision making (25.11.2021)
Published in BMC medical informatics and decision making (25.11.2021)
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Journal Article
Diabetic Retinopathy Detection Using Genetic Algorithm-Based CNN Features and Error Correction Output Code SVM Framework Classification Model
Ullah, Najib, Mohmand, Muhammad Ismail, Ullah, Kifayat, Gismalla, Mohammed S. M., Ali, Liaqat, Khan, Shafqat Ullah, Ullah, Niamat
Published in Wireless communications and mobile computing (2022)
Published in Wireless communications and mobile computing (2022)
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Journal Article
Extracting information from the text of electronic medical records to improve case detection: a systematic review
Ford, Elizabeth, Carroll, John A, Smith, Helen E, Scott, Donia, Cassell, Jackie A
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2016)
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2016)
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Journal Article
Diagnosis Code Assignment Using Sparsity-Based Disease Correlation Embedding
Sen Wang, Xiaojun Chang, Xue Li, Guodong Long, Lina Yao, Sheng, Quan Z.
Published in IEEE transactions on knowledge and data engineering (01.12.2016)
Published in IEEE transactions on knowledge and data engineering (01.12.2016)
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Journal Article
Integrating monitor alarms with laboratory test results to enhance patient deterioration prediction
Bai, Yong, Do, Duc H., Harris, Patricia Rae Eileen, Schindler, Daniel, Boyle, Noel G., Drew, Barbara J., Hu, Xiao
Published in Journal of biomedical informatics (01.02.2015)
Published in Journal of biomedical informatics (01.02.2015)
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Journal Article
A graph-based algorithm for estimating clonal haplotypes of tumor sample from sequencing data
Wang, Yixuan, Zhang, Xuanping, Ding, Shuai, Geng, Yu, Liu, Jianye, Zhao, Zhongmeng, Zhang, Rong, Xiao, Xiao, Wang, Jiayin
Published in BMC medical genomics (31.01.2019)
Published in BMC medical genomics (31.01.2019)
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Journal Article
ARDSFlag: an NLP/machine learning algorithm to visualize and detect high-probability ARDS admissions independent of provider recognition and billing codes
Gandomi, Amir, Wu, Phil, Clement, Daniel R, Xing, Jinyan, Aviv, Rachel, Federbush, Matthew, Yuan, Zhiyong, Jing, Yajun, Wei, Guangyao, Hajizadeh, Negin
Published in BMC medical informatics and decision making (16.07.2024)
Published in BMC medical informatics and decision making (16.07.2024)
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Journal Article
Extracting Diagnoses and Investigation Results from Unstructured Text in Electronic Health Records by Semi-Supervised Machine Learning
Wang, Zhuoran, Shah, Anoop D., Tate, A. Rosemary, Denaxas, Spiros, Shawe-Taylor, John, Hemingway, Harry
Published in PloS one (19.01.2012)
Published in PloS one (19.01.2012)
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Journal Article
Pneumonia detection from lung X‐ray images using local search aided sine cosine algorithm based deep feature selection method
Chattopadhyay, Soumitri, Kundu, Rohit, Singh, Pawan Kumar, Mirjalili, Seyedali, Sarkar, Ram
Published in International journal of intelligent systems (01.07.2022)
Published in International journal of intelligent systems (01.07.2022)
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Journal Article
Mining post-surgical care processes in breast cancer patients
Chiudinelli, Lorenzo, Dagliati, Arianna, Tibollo, Valentina, Albasini, Sara, Geifman, Nophar, Peek, Niels, Holmes, John H., Corsi, Fabio, Bellazzi, Riccardo, Sacchi, Lucia
Published in Artificial intelligence in medicine (01.05.2020)
Published in Artificial intelligence in medicine (01.05.2020)
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Journal Article
Electronic Health Record Based Algorithm to Identify Patients with Autism Spectrum Disorder
Lingren, Todd, Chen, Pei, Bochenek, Joseph, Doshi-Velez, Finale, Manning-Courtney, Patty, Bickel, Julie, Wildenger Welchons, Leah, Reinhold, Judy, Bing, Nicole, Ni, Yizhao, Barbaresi, William, Mentch, Frank, Basford, Melissa, Denny, Joshua, Vazquez, Lyam, Perry, Cassandra, Namjou, Bahram, Qiu, Haijun, Connolly, John, Abrams, Debra, Holm, Ingrid A., Cobb, Beth A., Lingren, Nataline, Solti, Imre, Hakonarson, Hakon, Kohane, Isaac S., Harley, John, Savova, Guergana
Published in PloS one (29.07.2016)
Published in PloS one (29.07.2016)
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Journal Article