AIMC Topic: Treatment Outcome

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Deep Learning Approach for Assessment of Bladder Cancer Treatment Response.

Tomography (Ann Arbor, Mich.) Mar 1, 2019
We compared the performance of different Deep learning-convolutional neural network (DL-CNN) models for bladder cancer treatment response assessment based on transfer learning by freezing different DL-CNN layers and varying the DL-CNN structure. Pre-...
Urinary Bladder Neoplasms Drug Monitoring Radiographic Image Interpretation, Computer-Assisted Cystectomy Urography Transfer, Psychology Deep Learning ROC Curve Decision Support Systems, Clinical Treatment Outcome Neoadjuvant Therapy Humans Tomography, X-Ray Computed Sensitivity and Specificity Antineoplastic Agents
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Nomogram and Artificial Neural Network for Prognostic Performance on the Albumin-Bilirubin Grade for Hepatocellular Carcinoma Undergoing Transarterial Chemoembolization.

Journal of vascular and interventional radiology : JVIR Mar 1, 2019
PURPOSE: To construct the albumin-bilirubin (ALBI) grade and the Child-Turcotte-Pugh (CTP) score based on nomograms, as well as to develop an artificial neural network (ANN) to compare the prognostic performance of the 2 scores for hepatocellular car...
Male Middle Aged China Time Factors Liver Neoplasms Retrospective Studies Female Reproducibility of Results Biomarkers, Tumor Bilirubin Chemoembolization, Therapeutic Serum Albumin, Human Carcinoma, Hepatocellular Nomograms Treatment Outcome Neoplasm Grading Humans Neural Networks, Computer Decision Support Techniques
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Deep Learning Natural Language Processing Successfully Predicts the Cerebrovascular Cause of Transient Ischemic Attack-Like Presentations.

Stroke Mar 1, 2019
Background and Purpose- Triaging of referrals to transient ischemic attack (TIA) clinics is aided by risk stratification. Deep learning-based natural language processing, a type of machine learning, may be able to assist with the prediction of cerebr...
Humans Neural Networks, Computer Magnetic Resonance Imaging Predictive Value of Tests Triage Natural Language Processing Area Under Curve Cerebrovascular Disorders False Positive Reactions Ischemic Attack, Transient Male Machine Learning Middle Aged Female Risk Assessment Aged Deep Learning Aged, 80 and over Treatment Outcome
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Efficacy and safety of electroacupuncture in treatment of lumbar disc herniation: a protocol for a cohort study.

Journal of traditional Chinese medicine = Chung i tsa chih ying wen pan Feb 1, 2019
OBJECTIVE: To compare the efficacy of electroacupuncture (deep needling) and general orthopedics in treatment of lumbar disc herniation (LDH), and to evaluate its long-term efficacy.
Intervertebral Disc Degeneration Quality of Life Young Adult Treatment Outcome Surveys and Questionnaires Intervertebral Disc Displacement Adult Adolescent Lumbar Vertebrae Male Cohort Studies Humans Moxibustion Middle Aged Prospective Studies Acupuncture Points Female Electroacupuncture Aged
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Predicting electrical storms by remote monitoring of implantable cardioverter-defibrillator patients using machine learning.

Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology Feb 1, 2019
AIMS: Electrical storm (ES) is a serious arrhythmic syndrome that is characterized by recurrent episodes of ventricular arrhythmias. Electrical storm is associated with increased mortality and morbidity despite the use of implantable cardioverter-def...
Predictive Value of Tests Remote Sensing Technology Signal Processing, Computer-Assisted Heart Failure Heart Rate Reproducibility of Results Tachycardia, Ventricular Risk Factors Defibrillators, Implantable Humans Risk Assessment Electric Countershock Machine Learning Time Factors Ventricular Fibrillation Databases, Factual Treatment Outcome
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Impact of Machine Learning With Multiparametric Magnetic Resonance Imaging of the Breast for Early Prediction of Response to Neoadjuvant Chemotherapy and Survival Outcomes in Breast Cancer Patients.

Investigative radiology Feb 1, 2019
PURPOSE: The aim of this study was to assess the potential of machine learning with multiparametric magnetic resonance imaging (mpMRI) for the early prediction of pathological complete response (pCR) to neoadjuvant chemotherapy (NAC) and of survival ...
Predictive Value of Tests ROC Curve Reproducibility of Results Humans Breast Treatment Outcome Aged Machine Learning Survival Analysis Neoadjuvant Therapy Adult Prospective Studies Chemotherapy, Adjuvant Magnetic Resonance Imaging Breast Neoplasms Female Diffusion Magnetic Resonance Imaging Middle Aged
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Machine-learning approaches in psychotherapy: a promising tool for advancing the understanding of the psychotherapeutic process.

Revista brasileira de psiquiatria (Sao Paulo, Brazil : 1999) Jan 1, 2019
Humans Machine Learning Psychotherapy Medically Unexplained Symptoms Videotape Recording Psychotherapeutic Processes Personality Disorders Female Reproducibility of Results Aged Treatment Outcome
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Feasibility of an Electromyography-Triggered Hand Robot for People After Chronic Stroke.

The American journal of occupational therapy : official publication of the American Occupational Therapy Association Jan 1, 2019
IMPORTANCE: Effective treatment of the affected hand after stroke is crucial for improved functional independence and recovery.
Feasibility Studies Upper Extremity Humans Stroke Rehabilitation Treatment Outcome Robotics Electromyography Stroke
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Comparative Assessment of Two Robot-Assisted Therapies for the Upper Extremity in People With Chronic Stroke.

The American journal of occupational therapy : official publication of the American Occupational Therapy Association Jan 1, 2019
OBJECTIVE: We investigated the effects on motor and daily function of robot-assisted therapies in people with chronic stroke using the Bi-Manu-Track (BMT) and InMotion 3.0 (IMT) compared with control treatment (CT).
Male Treatment Outcome Recovery of Function Robotics Stroke Upper Extremity Exercise Therapy Humans Stroke Rehabilitation Patient Satisfaction Female Hemiplegia Paresis
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EDITORIAL COMMENT.

Urology Jan 1, 2019
Treatment Outcome Nephrectomy Robotics Robotic Surgical Procedures
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