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