Machine Learning Concept

subject area of

• 129Xe MRI Ventilation Textures and Longitudinal Quality-of-Life Improvements in Long-COVID  Journal Articles
• A Deep Learning Approach to Antibiotic Discovery  Journal Articles
• A Machine Learning Algorithm to Discriminating Between Bipolar and Major Depressive Disorders Based on Resting EEG Data  Journal Articles
• A Machine Learning Algorithm to Identify Patients at Risk of Unplanned Subsequent Surgery After Intramedullary Nailing for Tibial Shaft Fractures  Journal Articles
• A Machine Learning Algorithm to Identify Patients with Tibial Shaft Fractures at Risk for Infection After Operative Treatment  Journal Articles
• A Machine Learning Algorithm to Predict the Probability of (Occult) Posterior Malleolar Fractures Associated With Tibial Shaft Fractures to Guide “Malleolus First” Fixation  Journal Articles
• A Machine Learning Approach Using Effective Connectivity to Predict Response to Clozapine Treatment  Journal Articles
• A Machine Learning Framework for Automatic and Continuous MMN Detection With Preliminary Results for Coma Outcome Prediction  Journal Articles
• A brief guide to machine learning for antibiotic discovery  Journal Articles
• A curated diverse molecular database of blood-brain barrier permeability with chemical descriptors  Journal Articles
• A machine learning approach to radiogenomics of breast cancer: a study of 922 subjects and 529 DCE-MRI features  Journal Articles
• A machine learning framework with anatomical prior for online dose verification using positron emitters and PET in proton therapy  Journal Articles
• A population health perspective on artificial intelligence  Journal Articles
• A prognostic model for use before elective surgery to estimate the risk of postoperative pulmonary complications (GSU-Pulmonary Score): a development and validation study in three international cohorts.  Journal Articles
• A study of association of Oncotype DX recurrence score with DCE-MRI characteristics using multivariate machine learning models  Journal Articles
• AI Methods for Antimicrobial Peptides: Progress and Challenges.  Journal Articles
• Accelerometer techniques for capturing human movement validated against direct observation: a scoping review  Journal Articles
• Advanced Signal Processing Methods for Characterization of Schizophrenia  Journal Articles
• An evaluation of DistillerSR's machine learning-based prioritization tool for title/abstract screening - impact on reviewer-relevant outcomes.  Journal Articles
• An overview of the first 5 years of the ENIGMA obsessive–compulsive disorder working group: The power of worldwide collaboration  Journal Articles
• Antibiotic discovery in the artificial intelligence era  Journal Articles
• Application of MALDI-TOF MS and machine learning for the detection of SARS-CoV-2 and non-SARS-CoV-2 respiratory infections  Journal Articles
• Applications of Machine Learning on Alopecia Areata: A Systematic Review  Journal Articles
• Applications of machine learning in microbial natural product drug discovery  Journal Articles
• Applied machine learning in hematopathology  Journal Articles
• Assessing secondhand and thirdhand tobacco smoke exposure in Canadian infants using questionnaires, biomarkers, and machine learning  Journal Articles
• Association of Machine Learning–Based Predictions of Medial Knee Contact Force With Cartilage Loss Over 2.5 Years in Knee Osteoarthritis  Journal Articles
• At-admission prediction of mortality and pulmonary embolism in an international cohort of hospitalised patients with COVID-19 using statistical and machine learning methods  Journal Articles
• Automatic and Continuous Assessment of ERPs for Mismatch Negativity Detection  Journal Articles
• Automatically quantifying the scientific quality and sensationalism of news records mentioning pandemics: validating a maximum entropy machine-learning model  Journal Articles
• Bacteriophage-Activated DNAzyme Hydrogels Combined with Machine Learning Enable Point-of-Use Colorimetric Detection of Escherichia coli.  Journal Articles
• Bayesian additive regression trees for predicting childhood asthma in the CHILD cohort study.  Journal Articles
• Bias in machine learning applications to address non-communicable diseases at a population-level: a scoping review.  Journal Articles
• Big data analytics and machine learning: 2015 and beyond  Journal Articles
• CARD 2023: expanded curation, support for machine learning, and resistome prediction at the Comprehensive Antibiotic Resistance Database  Journal Articles
• Classification of Multiple Seizure-Like States in Three Different Rodent Models of Epileptogenesis  Journal Articles
• Classification of Musculoskeletal Radiograph Requisition Appropriateness Using Machine Learning  Journal Articles
• Classification of diabetic retinopathy using unlabeled data and knowledge distillation  Journal Articles
• Classification of white blood cells (leucocytes) from blood smear imagery using machine and deep learning models: A global scoping review  Journal Articles
• Classifying heterogeneous presentations of PTSD via the default mode, central executive, and salience networks with machine learning  Journal Articles
• Clinical judgement in the era of big data and predictive analytics  Journal Articles
• Comparative Analysis of Machine Learning Algorithms Used for Translating Aptamer-Antigen Binding Kinetic Profiles to Diagnostic Decisions.  Journal Articles
• Comparing machine learning approaches to incorporate time-varying covariates in predicting cancer survival time  Journal Articles
• Comparison and development of advanced machine learning tools to predict nonalcoholic fatty liver disease: An extended study  Journal Articles
• Deep Semisupervised Transfer Learning for Fully Automated Whole-Body Tumor Quantification and Prognosis of Cancer on PET/CT  Journal Articles
• Deep learning for segmentation of brain tumors: Impact of cross-institutional training and testing  Journal Articles
• Deep learning in radiology: An overview of the concepts and a survey of the state of the art with focus on MRI  Journal Articles
• DeepRiPP integrates multiomics data to automate discovery of novel ribosomally synthesized natural products  Journal Articles
• Demand forecasting for platelet usage: From univariate time series to multivariable models  Journal Articles
• Detecting irregularities in randomized controlled trials using machine learning.  Journal Articles
• Developing a machine learning model to predict patient need for computed tomography imaging in the emergency department  Journal Articles
• Development and Validation of a Novel Model to Discriminate Idiosyncratic Drug-Induced Liver Injury and Autoimmune Hepatitis.  Journal Articles
• Development and first‐stage validation of a digital version of the Digit Symbol Substitution test for use in assessing cognitive function in older people with diabetes  Journal Articles
• Development and validation of asthma risk prediction models using co-expression gene modules and machine learning methods  Journal Articles
• Development of Machine Learning Models for Predicting the 1-Year Risk of Reoperation After Lower Limb Oncological Resection and Endoprosthetic Reconstruction Based on Data From the PARITY Trial.  Journal Articles
• Development of a point of care system for automated coma prognosis: a prospective cohort study protocol  Journal Articles
• Development of machine learning prediction models to explore nutrients predictive of cardiovascular disease using Canadian linked population-based data  Journal Articles
• Diagnosing Suicidal Ideation from Resting State EEG Data Using a Machine Learning Algorithm.  Conferences
• Differential biomarker signatures in unipolar and bipolar depression: A machine learning approach  Journal Articles
• Differential power of placebo across major psychiatric disorders: a preliminary meta-analysis and machine learning study  Journal Articles
• Digital Ageism: Challenges and Opportunities in Artificial Intelligence for Older Adults  Journal Articles
• Digital Pattern Recognition for the Identification and Classification of Hypospadias Using Artificial Intelligence vs Experienced Pediatric Urologist  Journal Articles
• Discriminating between bipolar and major depressive disorder using a machine learning approach and resting-state EEG data  Journal Articles
• Drug related adverse event assessment in neonates in clinical trials and clinical care  Journal Articles
• EEG and fMRI agree: Mental arithmetic is the easiest form of imagery to detect  Journal Articles
• Early identification of bipolar disorder among young adults – a 22‐year community birth cohort  Journal Articles
• Early prediction of pediatric asthma in the Canadian Healthy Infant Longitudinal Development (CHILD) birth cohort using machine learning  Journal Articles
• Effect of training sample size, image resolution and epochs on filamentous and floc-forming bacteria classification using machine learning.  Journal Articles
• Electroencephalography estimates brain age in infants with high precision: Leveraging advanced machine learning in healthcare.  Journal Articles
• Emotional hyper‐reactivity and cardiometabolic risk in remitted bipolar patients: a machine learning approach  Journal Articles
• Enhancing autonomous vehicle hyperawareness in busy traffic environments: A machine learning approach  Journal Articles
• Examining differences in brain metabolism associated with childhood maltreatment and suicidal attempt in euthymic patients with bipolar disorder: A PET and Machine Learning Study  Journal Articles
• Examining the predictability and prognostication of multimorbidity among older Delayed-Discharge Patients: A Machine learning analytics  Journal Articles
• Exploration of E. coli contamination drivers in private drinking water wells: An application of machine learning to a large, multivariable, geo-spatio-temporal dataset  Journal Articles
• Exploring alternative pathways for the in vitro establishment of the HOPAC cycle for synthetic CO2 fixation.  Journal Articles
• External validation of the SORG machine learning for 90-day and 1-year mortality in patients suffering from extremity metastatic disease in an European cohort of 174 patients.  Journal Articles
• From Group-Level Statistics to Single-Subject Prediction: Machine Learning Detection of Concussion in Retired Athletes  Journal Articles
• From Utopia Through Dystopia: Charting a Course for Learning Analytics in Competency-Based Medical Education  Journal Articles
• From demand forecasting to inventory ordering decisions for red blood cells through integrating machine learning, statistical modeling, and inventory optimization  Journal Articles
• From patterns to prediction: machine learning and antifungal resistance biomarker discovery.  Journal Articles
• Further investigation of 3D dose verification in proton therapy utilizing acoustic signal, wavelet decomposition and machine learning  Journal Articles
• Hemodynamic Modeling, Medical Imaging, and Machine Learning and Their Applications to Cardiovascular Interventions  Journal Articles
• High‐Precision Viral Detection Using Electrochemical Kinetic Profiling of Aptamer‐Antigen Recognition in Clinical Samples and Machine Learning  Journal Articles
• Identifying a clinical signature of suicidality among patients with mood disorders: A pilot study using a machine learning approach  Journal Articles
• Imaging Database Preparation for Machine Learning  Journal Articles
• Impact of Inflammation After Cardiac Surgery on 30-Day Mortality and Machine Learning Risk Prediction.  Journal Articles
• Implementing machine learning in paramedicine  Journal Articles
• Individualized identification of euthymic bipolar disorder using the Cambridge Neuropsychological Test Automated Battery (CANTAB) and machine learning  Journal Articles
• Individualized pattern recognition for detecting mind wandering from EEG during live lectures  Journal Articles
• Investigating the capabilities of information technologies to support policymaking in COVID‐19 crisis management; a systematic review and expert opinions  Journal Articles
• LANDMark: an ensemble approach to the supervised selection of biomarkers in high-throughput sequencing data  Journal Articles
• Lifestyle predictors of depression and anxiety during COVID-19: a machine learning approach  Journal Articles
• Living systematic reviews: 2. Combining human and machine effort  Journal Articles
• Logistic Regression and Machine Learning Models Cannot Discriminate Between Satisfied and Dissatisfied Total Knee Arthroplasty Patients  Journal Articles
• Machine Learning Applications in Psoriasis Treatment: A Systematic Review  Journal Articles
• Machine Learning Approaches for the Image-Based Identification of Surgical Wound Infections: Scoping Review  Journal Articles
• Machine Learning Compared With Conventional Statistical Models for Predicting Myocardial Infarction Readmission and Mortality: A Systematic Review.  Journal Articles
• Machine Learning Could Facilitate Optimal Titration of Guideline-Directed Medical Therapy in Heart Failure  Journal Articles
• Machine Learning Diagnostic Modeling for Classifying Fibromyalgia Using B-mode Ultrasound Images  Journal Articles
• Machine Learning Used to Compare the Diagnostic Accuracy of Risk Factors, Clinical Signs and Biomarkers and to Develop a New Prediction Model for Neonatal Early-onset Sepsis  Journal Articles
• Machine Learning for Antimicrobial Resistance Prediction: Current Practice, Limitations, and Clinical Perspective  Journal Articles
• Machine Learning in Nuclear Medicine: Part 1—Introduction  Journal Articles
• Machine Learning-Based Bioactivity Classification of Natural Products Using LC-MS/MS Metabolomics.  Journal Articles
• Machine Learning-Based Predictive Models for Patients with Venous Thromboembolism: A Systematic Review  Journal Articles
• Machine Learning–Based Early Warning Systems for Clinical Deterioration: Systematic Scoping Review  Journal Articles
• Machine learning algorithms to identify cluster randomized trials from MEDLINE and EMBASE  Journal Articles
• Machine learning and artificial intelligence in research and healthcare  Journal Articles
• Machine learning and big data analytics in bipolar disorder: A position paper from the International Society for Bipolar Disorders Big Data Task Force  Journal Articles
• Machine learning applications in imaging analysis for patients with pituitary tumors: a review of the current literature and future directions  Journal Articles
• Machine learning based oxygen and carbon concentration derivation using dual‐energy CT for PET‐based dose verification in proton therapy  Journal Articles
• Machine learning enabled detection of COVID-19 pneumonia using exhaled breath analysis: a proof-of-concept study  Journal Articles
• Machine learning for detecting centre-level irregularities in randomized controlled trials: A pilot study  Journal Articles
• Machine learning for identification of frailty in Canadian primary care practices  Journal Articles
• Machine learning for predicting long-term kidney allograft survival: a scoping review  Journal Articles
• Machine learning in preclinical drug discovery  Journal Articles
• Machine learning in the prediction of depression treatment outcomes: a systematic review and meta-analysis  Journal Articles
• Machine learning methods in physical therapy: A scoping review of applications in clinical context.  Journal Articles
• Machine learning models predict PTSD severity and functional impairment: A personalized medicine approach for uncovering complex associations among heterogeneous symptom profiles.  Journal Articles
• Machine learning models predicting risk of revision or secondary knee injury after anterior cruciate ligament reconstruction demonstrate variable discriminatory and accuracy performance: a systematic review.  Journal Articles
• Machine learning multivariate pattern analysis predicts classification of posttraumatic stress disorder and its dissociative subtype: a multimodal neuroimaging approach  Journal Articles
• Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score  Journal Articles
• Machine learning to predict myocardial injury and death after non‐cardiac surgery  Journal Articles
• Machine learning uncovers the most robust self-report predictors of relationship quality across 43 longitudinal couples studies  Journal Articles
• Machine learning-based prediction of future breast cancer using algorithmically measured background parenchymal enhancement on high-risk screening MRI  Journal Articles
• Machine learning-based predictive modeling of resilience to stressors in pregnant women during COVID-19: A prospective cohort study  Journal Articles
• Melanoma detection by analysis of clinical images using convolutional neural network  Journal Articles
• Monitoring of child-specific activities in ambulatory children with and without developmental disabilities.  Journal Articles
• Multi-projection of unequal dimension optimal transport theory for Generative Adversary Networks  Journal Articles
• Multi-step ahead prediction of hourly influent characteristics for wastewater treatment plants: a case study from North America  Journal Articles
• Multivariate machine learning models for prediction of pathologic response to neoadjuvant therapy in breast cancer using MRI features: a study using an independent validation set  Journal Articles
• Optimizing warfarin dosing for patients with atrial fibrillation using machine learning  Journal Articles
• PLATYPUS: A Multiple-View Learning Predictive Framework for Cancer Drug Sensitivity Prediction.  Journal Articles
• PTSD and its dissociative subtype through the lens of the insula: Anterior and posterior insula resting‐state functional connectivity and its predictive validity using machine learning  Journal Articles
• Patients With Femoral Neck Fractures Are at Risk for Conversion to Arthroplasty After Internal Fixation: A Machine‐learning Algorithm  Journal Articles
• Perspective: Big Data and Machine Learning Could Help Advance Nutritional Epidemiology  Journal Articles
• Potential use of text classification tools as signatures of suicidal behavior: A proof-of-concept study using Virginia Woolf’s personal writings  Journal Articles
• Predicting hospital admission for older emergency department patients: Insights from machine learning  Journal Articles
• Predicting hospital and emergency department utilization among community-dwelling older adults: Statistical and machine learning approaches  Journal Articles
• Predicting offenses among individuals with psychiatric disorders - A machine learning approach  Journal Articles
• Predicting population health with machine learning: a scoping review  Journal Articles
• Predicting psoriasis severity using machine learning: a systematic review.  Journal Articles
• Predicting the Assisted Living Care Needs Using Machine Learning and Health State Survey Data  Conferences
• Predicting treatment response using EEG in major depressive disorder: A machine-learning meta-analysis  Journal Articles
• Prediction of plant lncRNA by ensemble machine learning classifiers  Journal Articles
• Prediction of preterm birth in nulliparous women using logistic regression and machine learning  Journal Articles
• Prediction of successful labor induction in persons with a low Bishop score using machine learning: Secondary analysis of two randomized controlled trials  Journal Articles
• Predictive Analytics and Modeling Employing Machine Learning Technology: The Next Step in Data Sharing, Analysis, and Individualized Counseling Explored With a Large, Prospective Prenatal Hydronephrosis Database  Journal Articles
• Predictors and Outcomes of Extubation Failure in Preterm Neonates: A Systematic Review.  Journal Articles
• Prehospital prediction of hospital admission for emergent acuity patients transported by paramedics: A population-based cohort study using machine learning  Journal Articles
• Quantitative susceptibility mapping based hybrid feature extraction for diagnosis of Parkinson's disease  Journal Articles
• Real-time prediction of river chloride concentration using ensemble learning  Journal Articles
• Recent Developments in the Treatment of Depression  Journal Articles
• Regularized Speaker Adaptation of KL-HMM for Dysarthric Speech Recognition  Journal Articles
• Replication of machine learning methods to predict treatment outcome with antidepressant medications in patients with major depressive disorder from STAR*D and CAN-BIND-1  Journal Articles
• Standardized Reporting of Machine Learning Applications in Urology: The STREAM-URO Framework  Journal Articles
• Strategies to Mitigate Age-Related Bias in Machine Learning: Scoping Review  Journal Articles
• Subject-specific and group-based running pattern classification using a single wearable sensor  Journal Articles
• Systems-Level Chemical Biology to Accelerate Antibiotic Drug Discovery  Journal Articles
• Technical Note: Machine learning approaches for range and dose verification in proton therapy using proton‐induced positron emitters  Journal Articles
• The McMaster Health Information Research Unit: Over a Quarter-Century of Health Informatics Supporting Evidence-Based Medicine  Journal Articles
• The Promise and Perils of Artificial Intelligence in Health Professions Education Practice and Scholarship  Journal Articles
• The Use of Random Forests to Identify Brain Regions on Amyloid and FDG PET Associated With MoCA Score  Journal Articles
• The impact of machine learning techniques in the study of bipolar disorder: A systematic review  Journal Articles
• The impact of recency and adequacy of historical information on sepsis predictions using machine learning  Journal Articles
• The relationship between machine-learning-derived sleep parameters and behavior problems in 3- and 5-year-old children: results from the CHILD Cohort study  Journal Articles
• Ultrasound Image Quality Evaluation using a Structural Similarity Based Autoencoder  Conferences
• Usability and agreement of the SWIFT-ActiveScreener systematic review support tool: Preliminary evaluation for use in clinical research.  Journal Articles
• Use of Machine Learning for Predicting Escitalopram Treatment Outcome From Electroencephalography Recordings in Adult Patients With Depression  Journal Articles
• Use of machine learning to predict early biochemical recurrence after robot‐assisted prostatectomy  Journal Articles
• Using Machine Learning Algorithms to Enhance the Management of Suicide Ideation  Conferences
• Using Machine Learning to Estimate Unobserved COVID-19 Infections in North America  Journal Articles
• Using Machine Learning to Estimate Unobserved COVID-19 Infections in North America.  Journal Articles
• Using conventional and machine learning propensity score methods to examine the effectiveness of 12-step group involvement following inpatient addiction treatment  Journal Articles
• Using machine learning to predict individual patient toxicities from cancer treatments  Journal Articles
• Volumetric brain magnetic resonance imaging predicts functioning in bipolar disorder: A machine learning approach  Journal Articles
• Wearable Sensor Data to Track Subject-Specific Movement Patterns Related to Clinical Outcomes Using a Machine Learning Approach  Journal Articles
• What’s holding up the big data revolution in healthcare?  Journal Articles
• White matter diffusion estimates in obsessive-compulsive disorder across 1653 individuals: machine learning findings from the ENIGMA OCD Working Group  Journal Articles