Authors: Cebere, Bogdan, Pashayan, Nora, Navani, Neal, van der Schaar, Mihaela, Janes, Sam, Callender, Thomas, Imrie, Fergus
Superior Title: PLoS Medicine, vol 20, iss 10
Subject Terms: Humans, Male, Early Detection of Cancer, Lung Neoplasms, Machine Learning, Mass Screening, Prospective Studies, Risk Assessment, Randomized Controlled Trials as Topic
File Description: application/pdf
Relation: qt3cb0s0vg; https://escholarship.org/uc/item/3cb0s0vg
Availability: https://escholarship.org/uc/item/3cb0s0vg
Contributors: Guillot, Gilles
Superior Title: PLOS digital health, vol 2, iss 6
Subject Terms: Networking and Information Technology R&D (NITRD), Mental Health, Diabetes, Clinical Research, Bioengineering, 4.2 Evaluation of markers and technologies, 7.3 Management and decision making, Detection, screening and diagnosis, 4.1 Discovery and preclinical testing of markers and technologies, Management of diseases and conditions, Good Health and Well Being
File Description: application/pdf
Relation: qt8419m689; https://escholarship.org/uc/item/8419m689
Availability: https://escholarship.org/uc/item/8419m689
Authors: Shah, Akash A, Devana, Sai K, Lee, Changhee, Bugarin, Amador, Lord, Elizabeth L, Shamie, Arya N, Park, Don Y, van der Schaar, Mihaela, SooHoo, Nelson F
Superior Title: European Spine Journal, vol 31, iss 8
Subject Terms: Biomedical and Clinical Sciences, Clinical Sciences, Patient Safety, Cervical Cancer, Cancer, Adult, Cervical Vertebrae, Humans, Machine Learning, Patient Readmission, Postoperative Complications, Retrospective Studies, Risk Factors, Spinal Diseases, Spinal Fusion, Posterior cervical fusion, Complications, Readmission, Outcomes, Biomedical Engineering, Orthopedics, Allied health and rehabilitation science
Time: 1952 - 1959
File Description: application/pdf
Relation: qt8h66x083; https://escholarship.org/uc/item/8h66x083
Availability: https://escholarship.org/uc/item/8h66x083
Authors: Shah, Akash A, Devana, Sai K, Lee, Changhee, Bugarin, Amador, Hong, Michelle K, Upfill-Brown, Alexander, Blumstein, Gideon, Lord, Elizabeth L, Shamie, Arya N, van der Schaar, Mihaela, SooHoo, Nelson F, Park, Don Y
Subject Terms: Biomedical and Clinical Sciences, Clinical Sciences, Clinical Research, Neurosciences, Brain Disorders, Patient Safety, Good Health and Well Being, Adult, Cervical Vertebrae, Decompression, Surgical, Humans, Laminectomy, Paralysis, Postoperative Complications, Quality of Life, Retrospective Studies, Spinal Fusion, C5 palsy, Cervical fusion, Instrumentation, Machine learning, Risk calculator
File Description: application/pdf
Relation: qt65b3z5h2; https://escholarship.org/uc/item/65b3z5h2
Availability: https://escholarship.org/uc/item/65b3z5h2
Authors: Shah, Akash A, Devana, Sai K, Lee, Changhee, Bugarin, Amador, Lord, Elizabeth L, Shamie, Arya N, Park, Don Y, van der Schaar, Mihaela, SooHoo, Nelson F
Subject Terms: Biomedical and Clinical Sciences, Clinical Sciences, Cancer, Aged, Algorithms, Area Under Curve, Female, Humans, Logistic Models, Lumbar Vertebrae, Machine Learning, Male, Middle Aged, Models, Statistical, Patient Readmission, Postoperative Complications, Predictive Value of Tests, ROC Curve, Retrospective Studies, Risk Assessment, Risk Factors, Spinal Fusion, Treatment Outcome, Complications, Lumbar fusion, Outcomes, Readmission, Neurosciences
File Description: application/pdf
Relation: qt6jd7b3w1; https://escholarship.org/uc/item/6jd7b3w1
Availability: https://escholarship.org/uc/item/6jd7b3w1
Authors: Baqui, Pedro, Marra, Valerio, Alaa, Ahmed M, Bica, Ioana, Ercole, Ari, van der Schaar, Mihaela
Superior Title: Scientific Reports, vol 11, iss 1
Subject Terms: Biomedical and Clinical Sciences, Clinical Sciences, Health Sciences, Prevention, Lung, Infectious Diseases, Good Health and Well Being, Brazil, COVID-19, Female, Hospital Mortality, Hospitalization, Humans, Machine Learning, Male, Models, Biological, Pandemics, SARS-CoV-2, Socioeconomic Factors
File Description: application/pdf
Relation: qt60w6b475; https://escholarship.org/uc/item/60w6b475
Availability: https://escholarship.org/uc/item/60w6b475
Superior Title: Annals of the American Thoracic Society, vol 15, iss 1
Subject Terms: Eosinophils, Humans, Asthma, Bronchodilator Agents, Anti-Asthmatic Agents, Treatment Outcome, Severity of Illness Index, Phenotype, Algorithms, Models, Biological, Child, Female, Male, Pediatric Obesity, Machine Learning, Precision Medicine, allergy, machine-learning, obesity, personalized medicine, Pediatric, Clinical Research, Lung, Respiratory
Subject Geographic: 49 - 58
File Description: application/pdf
Relation: qt3js2s91k; https://escholarship.org/uc/item/3js2s91k
Availability: https://escholarship.org/uc/item/3js2s91k
Superior Title: IEEE Transactions on Multimedia, vol 18, iss 10
Subject Terms: Information and Computing Sciences, Health Services, Networking and Information Technology R&D (NITRD), Breast Cancer, Clinical Research, Patient Safety, Cancer, 4.4 Population screening, Detection, screening and diagnosis, 4.2 Evaluation of markers and technologies, Good Health and Well Being, clinical decision support, multimedia-based healthcare, personalized medicine, personalized screening policies, supervised learning, cs.LG, Engineering, Artificial Intelligence & Image Processing
Time: 1942 - 1955
File Description: application/pdf
Relation: qt806349qt; https://escholarship.org/uc/item/806349qt
Availability: https://escholarship.org/uc/item/806349qt
Authors: Lee, Changhee
Contributors: van der Schaar, Mihaela
Subject Terms: Computer engineering, Health care management, deep learning, healthcare, machine learning, survival analysis, temporal clustering
File Description: application/pdf
Relation: qt8mn8m2w4; https://escholarship.org/uc/item/8mn8m2w4
Availability: https://escholarship.org/uc/item/8mn8m2w4
Authors: Kyono, Trent M
Contributors: van der Schaar, Mihaela
Subject Terms: Computer science, Causality, Graphical Models, Machine learning, Neural Networks
File Description: application/pdf
Relation: qt60n8b29q; https://escholarship.org/uc/item/60n8b29q
Availability: https://escholarship.org/uc/item/60n8b29q
Authors: Yoon, Jinsung
Contributors: van der Schaar, Mihaela
Subject Terms: Computer science, Electrical engineering, Deep learning, Machine learning, Missing data imputation, Model interpretability, Synthetic data generation
File Description: application/pdf
Relation: qt2q51g25p; https://escholarship.org/uc/item/2q51g25p
Availability: https://escholarship.org/uc/item/2q51g25p
Authors: Ibrahim, Ahmed Mohamed Alaa
Contributors: van der Schaar, Mihaela
Subject Terms: Electrical engineering
File Description: application/pdf
Relation: qt56d2700b; https://escholarship.org/uc/item/56d2700b
Availability: https://escholarship.org/uc/item/56d2700b
Authors: Nemchenko, Anton
Contributors: Van Der Schaar, Mihaela
Subject Terms: Electrical engineering
File Description: application/pdf
Relation: qt3k82p7r2; https://escholarship.org/uc/item/3k82p7r2
Availability: https://escholarship.org/uc/item/3k82p7r2
Authors: Yoon, Jinsung
Contributors: van der Schaar, Mihaela
Subject Terms: Electrical engineering, Computer science, Clinical decision support systems, Diagnosis decision support systems, Healthcare informatics, Relevant feature selection
File Description: application/pdf
Relation: qt9w62238v; https://escholarship.org/uc/item/9w62238v
Availability: https://escholarship.org/uc/item/9w62238v
Authors: Xu, Jie
Contributors: van der Schaar, Mihaela
Subject Terms: Electrical engineering
File Description: application/pdf
Relation: qt2wt5r7b6; https://escholarship.org/uc/item/2wt5r7b6
Availability: https://escholarship.org/uc/item/2wt5r7b6
Authors: Atan, Onur
Contributors: van der Schaar, Mihaela
Subject Terms: Electrical engineering
File Description: application/pdf
Relation: qt5ms4x8x9; https://escholarship.org/uc/item/5ms4x8x9
Availability: https://escholarship.org/uc/item/5ms4x8x9
Authors: Xiao, Yuanzhang
Contributors: van der Schaar, Mihaela
Subject Terms: Engineering
File Description: application/pdf
Relation: qt0dq184p8; https://escholarship.org/uc/item/0dq184p8
Availability: https://escholarship.org/uc/item/0dq184p8
Authors: Zhang, Yu
Contributors: van der Schaar, Mihaela
Subject Terms: Electrical engineering, Incentive design, Network formation, Rating protocols, Repeated games, Socio-technical networks
File Description: application/pdf
Relation: qt0nq8p61b; https://escholarship.org/uc/item/0nq8p61b
Availability: https://escholarship.org/uc/item/0nq8p61b
Authors: Ren, Shaolei
Contributors: van der Schaar, Mihaela
Subject Terms: Electrical engineering, Cloud computing, Pricing, Resource allocation, User-generated content, Wireless networks
File Description: application/pdf
Relation: qt5rw625xc; https://escholarship.org/uc/item/5rw625xc
Availability: https://escholarship.org/uc/item/5rw625xc