Machine Learning Concept

subject area of

• A Deep Learning Approach to Antibiotic Discovery  Academic Article
• A Machine Learning Algorithm to Discriminating Between Bipolar and Major Depressive Disorders Based on Resting EEG Data  Academic Article
• A Machine Learning Algorithm to Identify Patients at Risk of Unplanned Subsequent Surgery After Intramedullary Nailing for Tibial Shaft Fractures  Academic Article
• A Machine Learning Algorithm to Identify Patients with Tibial Shaft Fractures at Risk for Infection After Operative Treatment  Academic Article
• A Machine Learning Algorithm to Predict the Probability of (Occult) Posterior Malleolar Fractures Associated With Tibial Shaft Fractures to Guide “Malleolus First” Fixation  Academic Article
• A Machine Learning Approach Using Effective Connectivity to Predict Response to Clozapine Treatment  Academic Article
• A Machine Learning Framework for Automatic and Continuous MMN Detection With Preliminary Results for Coma Outcome Prediction  Academic Article
• A brief guide to machine learning for antibiotic discovery  Academic Article
• A curated diverse molecular database of blood-brain barrier permeability with chemical descriptors  Academic Article
• A machine learning approach to radiogenomics of breast cancer: a study of 922 subjects and 529 DCE-MRI features  Academic Article
• A machine learning framework with anatomical prior for online dose verification using positron emitters and PET in proton therapy  Academic Article
• A population health perspective on artificial intelligence  Academic Article
• A study of association of Oncotype DX recurrence score with DCE-MRI characteristics using multivariate machine learning models  Academic Article
• Advanced Signal Processing Methods for Characterization of Schizophrenia  Academic Article
• Antibiotic discovery in the artificial intelligence era  Academic Article
• Applied machine learning in hematopathology  Academic Article
• Assessing secondhand and thirdhand tobacco smoke exposure in Canadian infants using questionnaires, biomarkers, and machine learning  Academic Article
• Association of Machine Learning–Based Predictions of Medial Knee Contact Force With Cartilage Loss Over 2.5 Years in Knee Osteoarthritis  Academic Article
• Automatic and Continuous Assessment of ERPs for Mismatch Negativity Detection  Academic Article
• Automatically quantifying the scientific quality and sensationalism of news records mentioning pandemics: validating a maximum entropy machine-learning model  Academic Article
• Big data analytics and machine learning: 2015 and beyond  Academic Article
• CARD 2023: expanded curation, support for machine learning, and resistome prediction at the Comprehensive Antibiotic Resistance Database  Academic Article
• Classification of Multiple Seizure-Like States in Three Different Rodent Models of Epileptogenesis  Academic Article
• Classification of Musculoskeletal Radiograph Requisition Appropriateness Using Machine Learning  Academic Article
• Classification of diabetic retinopathy using unlabeled data and knowledge distillation  Academic Article
• Classifying heterogeneous presentations of PTSD via the default mode, central executive, and salience networks with machine learning  Academic Article
• Classifying post-traumatic stress disorder using the magnetoencephalographic connectome and machine learning  Academic Article
• Clinical judgement in the era of big data and predictive analytics  Academic Article
• Comparing machine learning approaches to incorporate time-varying covariates in predicting cancer survival time  Academic Article
• Comparison and development of advanced machine learning tools to predict nonalcoholic fatty liver disease: An extended study  Academic Article
• Deep learning for segmentation of brain tumors: Impact of cross-institutional training and testing  Academic Article
• Deep learning in radiology: An overview of the concepts and a survey of the state of the art with focus on MRI  Academic Article
• DeepRiPP integrates multiomics data to automate discovery of novel ribosomally synthesized natural products  Academic Article
• Detection of COVID-19: A Smartphone-Based Machine-Learning-Assisted ECL Immunoassay Approach with the Ability of RT-PCR CT Value Prediction  Academic Article
• Developing a machine learning model to predict patient need for computed tomography imaging in the emergency department  Academic Article
• Development and validation of asthma risk prediction models using co-expression gene modules and machine learning methods  Academic Article
• Development of a point of care system for automated coma prognosis: a prospective cohort study protocol  Academic Article
• Development of machine learning prediction models to explore nutrients predictive of cardiovascular disease using Canadian linked population-based data  Academic Article
• Differential biomarker signatures in unipolar and bipolar depression: A machine learning approach  Academic Article
• Differential power of placebo across major psychiatric disorders: a preliminary meta-analysis and machine learning study  Academic Article
• Digital Ageism: Challenges and Opportunities in Artificial Intelligence for Older Adults  Academic Article
• Digital Pattern Recognition for the Identification and Classification of Hypospadias Using Artificial Intelligence vs Experienced Pediatric Urologist  Academic Article
• Discriminating between bipolar and major depressive disorder using a machine learning approach and resting-state EEG data  Academic Article
• EEG and fMRI agree: Mental arithmetic is the easiest form of imagery to detect  Academic Article
• Early identification of bipolar disorder among young adults – a 22‐year community birth cohort  Academic Article
• Emotional hyper‐reactivity and cardiometabolic risk in remitted bipolar patients: a machine learning approach  Academic Article
• Examining differences in brain metabolism associated with childhood maltreatment and suicidal attempt in euthymic patients with bipolar disorder: A PET and Machine Learning Study  Academic Article
• Examining the predictability and prognostication of multimorbidity among older Delayed-Discharge Patients: A Machine learning analytics  Academic Article
• Exploration of E. coli contamination drivers in private drinking water wells: An application of machine learning to a large, multivariable, geo-spatio-temporal dataset  Academic Article
• From Group-Level Statistics to Single-Subject Prediction: Machine Learning Detection of Concussion in Retired Athletes  Academic Article
• From Utopia Through Dystopia: Charting a Course for Learning Analytics in Competency-Based Medical Education  Academic Article
• From demand forecasting to inventory ordering decisions for red blood cells through integrating machine learning, statistical modeling, and inventory optimization  Academic Article
• Further investigation of 3D dose verification in proton therapy utilizing acoustic signal, wavelet decomposition and machine learning  Academic Article
• Hemodynamic Modeling, Medical Imaging, and Machine Learning and Their Applications to Cardiovascular Interventions  Academic Article
• Identification of clinical and urine biomarkers for uncomplicated urinary tract infection using machine learning algorithms  Academic Article
• Identifying a clinical signature of suicidality among patients with mood disorders: A pilot study using a machine learning approach  Academic Article
• Imaging Database Preparation for Machine Learning  Academic Article
• Implementing machine learning in paramedicine  Academic Article
• Individualized identification of euthymic bipolar disorder using the Cambridge Neuropsychological Test Automated Battery (CANTAB) and machine learning  Academic Article
• Individualized pattern recognition for detecting mind wandering from EEG during live lectures  Academic Article
• Investigating the capabilities of information technologies to support policymaking in COVID‐19 crisis management; a systematic review and expert opinions  Academic Article
• LANDMark: an ensemble approach to the supervised selection of biomarkers in high-throughput sequencing data  Academic Article
• Lifestyle predictors of depression and anxiety during COVID-19: a machine learning approach  Academic Article
• Living systematic reviews: 2. Combining human and machine effort  Academic Article
• Logistic Regression and Machine Learning Models Cannot Discriminate Between Satisfied and Dissatisfied Total Knee Arthroplasty Patients  Academic Article
• Machine Learning Could Facilitate Optimal Titration of Guideline-Directed Medical Therapy in Heart Failure  Academic Article
• Machine Learning Diagnostic Modeling for Classifying Fibromyalgia Using B-mode Ultrasound Images  Academic Article
• 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  Academic Article
• Machine Learning for Antimicrobial Resistance Prediction: Current Practice, Limitations, and Clinical Perspective  Academic Article
• Machine Learning in Nuclear Medicine: Part 1—Introduction  Academic Article
• Machine Learning–Based Early Warning Systems for Clinical Deterioration: Systematic Scoping Review  Academic Article
• Machine learning algorithms to identify cluster randomized trials from MEDLINE and EMBASE  Academic Article
• Machine learning and artificial intelligence in research and healthcare  Academic Article
• Machine learning and big data analytics in bipolar disorder: A position paper from the International Society for Bipolar Disorders Big Data Task Force  Academic Article
• Machine learning applications in imaging analysis for patients with pituitary tumors: a review of the current literature and future directions  Academic Article
• Machine learning based oxygen and carbon concentration derivation using dual‐energy CT for PET‐based dose verification in proton therapy  Academic Article
• Machine learning for detecting centre-level irregularities in randomized controlled trials: A pilot study  Academic Article
• Machine learning for identification of frailty in Canadian primary care practices  Academic Article
• Machine learning for predicting long-term kidney allograft survival: a scoping review  Academic Article
• Machine learning in the prediction of depression treatment outcomes: a systematic review and meta-analysis  Academic Article
• Machine learning multivariate pattern analysis predicts classification of posttraumatic stress disorder and its dissociative subtype: a multimodal neuroimaging approach  Academic Article
• Machine learning to predict myocardial injury and death after non‐cardiac surgery  Academic Article
• Machine learning uncovers the most robust self-report predictors of relationship quality across 43 longitudinal couples studies  Academic Article
• Machine learning-based prediction of future breast cancer using algorithmically measured background parenchymal enhancement on high-risk screening MRI  Academic Article
• Machine learning-based predictive modeling of resilience to stressors in pregnant women during COVID-19: A prospective cohort study  Academic Article
• Melanoma detection by analysis of clinical images using convolutional neural network  Academic Article
• Multi-projection of unequal dimension optimal transport theory for Generative Adversary Networks  Academic Article
• Multi-step ahead prediction of hourly influent characteristics for wastewater treatment plants: a case study from North America  Academic Article
• 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  Academic Article
• Multivariate pattern analysis utilizing structural or functional MRI—In individuals with musculoskeletal pain and healthy controls: A systematic review  Academic Article
• 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  Academic Article
• Patients With Femoral Neck Fractures Are at Risk for Conversion to Arthroplasty After Internal Fixation: A Machine‐learning Algorithm  Academic Article
• Perspective: Big Data and Machine Learning Could Help Advance Nutritional Epidemiology  Academic Article
• Potential use of text classification tools as signatures of suicidal behavior: A proof-of-concept study using Virginia Woolf’s personal writings  Academic Article
• Predicting hospital admission for older emergency department patients: Insights from machine learning  Academic Article
• Predicting hospital and emergency department utilization among community-dwelling older adults: Statistical and machine learning approaches  Academic Article
• Predicting offenses among individuals with psychiatric disorders - A machine learning approach  Academic Article
• Predicting population health with machine learning: a scoping review  Academic Article
• Predicting the Assisted Living Care Needs Using Machine Learning and Health State Survey Data  Conference Paper
• Predicting treatment response using EEG in major depressive disorder: A machine-learning meta-analysis  Academic Article
• Prediction of plant lncRNA by ensemble machine learning classifiers  Academic Article
• Prediction of preterm birth in nulliparous women using logistic regression and machine learning  Academic Article
• Prediction of successful labor induction in persons with a low Bishop score using machine learning: Secondary analysis of two randomized controlled trials  Academic Article
• 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  Academic Article
• Prehospital prediction of hospital admission for emergent acuity patients transported by paramedics: A population-based cohort study using machine learning  Academic Article
• Quantitative susceptibility mapping based hybrid feature extraction for diagnosis of Parkinson's disease  Academic Article
• Quantitative ultrasound assessment of breast tumor response to chemotherapy using a multi-parameter approach  Academic Article
• Real-time prediction of river chloride concentration using ensemble learning  Academic Article
• Recent Developments in the Treatment of Depression  Academic Article
• Regularized Speaker Adaptation of KL-HMM for Dysarthric Speech Recognition  Academic Article
• 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  Academic Article
• Smartphone image analysis-based fluorescence detection of tetracycline using machine learning  Academic Article
• Standardized Reporting of Machine Learning Applications in Urology: The STREAM-URO Framework  Academic Article
• Statistics in cardiovascular medicine: there is still gold in the old  Academic Article
• Subject-specific and group-based running pattern classification using a single wearable sensor  Academic Article
• Systems-Level Chemical Biology to Accelerate Antibiotic Drug Discovery  Academic Article
• Technical Note: Machine learning approaches for range and dose verification in proton therapy using proton‐induced positron emitters  Academic Article
• The Use of Random Forests to Identify Brain Regions on Amyloid and FDG PET Associated With MoCA Score  Academic Article
• The impact of machine learning techniques in the study of bipolar disorder: A systematic review  Academic Article
• The impact of recency and adequacy of historical information on sepsis predictions using machine learning  Academic Article
• The relationship between machine-learning-derived sleep parameters and behavior problems in 3- and 5-year-old children: results from the CHILD Cohort study  Academic Article
• Ultrasound Image Quality Evaluation using a Structural Similarity Based Autoencoder  Conference Paper
• Use of Machine Learning for Predicting Escitalopram Treatment Outcome From Electroencephalography Recordings in Adult Patients With Depression  Academic Article
• Use of machine learning to predict early biochemical recurrence after robot‐assisted prostatectomy  Academic Article
• Using Machine Learning Algorithms to Enhance the Management of Suicide Ideation  Conference Paper
• Using Machine Learning to Estimate Unobserved COVID-19 Infections in North America  Academic Article
• Using Machine Learning to Estimate Unobserved COVID-19 Infections in North America.  Academic Article
• Using conventional and machine learning propensity score methods to examine the effectiveness of 12-step group involvement following inpatient addiction treatment  Academic Article
• Using machine learning to predict individual patient toxicities from cancer treatments  Academic Article
• Volumetric brain magnetic resonance imaging predicts functioning in bipolar disorder: A machine learning approach  Academic Article
• Wearable Sensor Data to Track Subject-Specific Movement Patterns Related to Clinical Outcomes Using a Machine Learning Approach  Academic Article
• What’s holding up the big data revolution in healthcare?  Academic Article