Temat: "DECISION trees" - OpacWWW

Skocz do pozycji: 1.

Tytuł:: Machine Learning Techniques Outperform Conventional Statistical Methods in the Prediction of High Risk QTc Prolongation Related to a Drug-Drug Interaction.
Autorzy:: Van Laere, Sven
Muylle, Katoo M.
Dupont, Alain G.
Cornu, Pieter; Pokaż więcej
Źródło:: Journal of Medical Systems. Dec2022, Vol. 46 Issue 12, p1-10. 10p. 1 Diagram, 3 Charts, 1 Graph.

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 2.

Tytuł:: A Data-Driven Analysis of Ward Capacity Strain Metrics That Predict Clinical Outcomes Among Survivors of Acute Respiratory Failure.
Autorzy:: Kohn, Rachel
Harhay, Michael O.
Weissman, Gary E.
Urbanowicz, Ryan
Wang, Wei
Anesi, George L.
Scott, Stefania
Bayes, Brian
Greysen, S. Ryan
Halpern, Scott D.
Kerlin, Meeta Prasad; Pokaż więcej
Temat:: EVALUATION of medical care
INTENSIVE care units
LENGTH of stay in hospitals
DECISION trees
RESPIRATORY insufficiency
CENSUS
BLOOD transfusion
RETROSPECTIVE studies
MACHINE learning
PATIENTS
ACQUISITION of data
HOSPITAL mortality
RISK assessment
HOSPITAL admission & discharge
DRUG administration
NURSING care facilities
HOSPITAL wards
EMPLOYEES' workload
DESCRIPTIVE statistics
CRITICAL care medicine
MEDICAL records
RESEARCH funding
PREDICTION models
ISOLATION (Hospital care)
DATA analysis software
MEDICAL needs assessment
LONGITUDINAL method
DISCHARGE planning
NURSE-patient ratio
LONG-term health care
Źródło:: Journal of Medical Systems; 8/5/2023, Vol. 47 Issue 1, p1-11, 11p, 4 Charts, 1 Graph

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 3.

Tytuł:: Augmenting BDI Agency with a Cognitive Service: Architecture and Validation in Healthcare Domain.
Autorzy:: Montagna, Sara
Mariani, Stefano
Gamberini, Emiliano; Pokaż więcej
Źródło:: Journal of Medical Systems. Dec2021, Vol. 45 Issue 12, p1-10. 10p. 5 Diagrams, 6 Charts.

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 4.

Tytuł:: Machine Learning in Hypertension Detection: A Study on World Hypertension Day Data.
Autorzy:: Montagna, Sara
Pengo, Martino Francesco
Ferretti, Stefano
Borghi, Claudio
Ferri, Claudio
Grassi, Guido
Muiesan, Maria Lorenza
Parati, Gianfranco; Pokaż więcej
Temat:: HYPERTENSION risk factors
HYPERTENSION
DECISION trees
SUPPORT vector machines
PREDICTIVE tests
RESEARCH evaluation
MEDICAL screening
MACHINE learning
RANDOM forest algorithms
ACCURACY
MEDICAL protocols
QUESTIONNAIRES
DESCRIPTIVE statistics
RESEARCH funding
SENSITIVITY & specificity (Statistics)
RECEIVER operating characteristic curves
LOGISTIC regression analysis
ALGORITHMS
Źródło:: Journal of Medical Systems; 2023, Vol. 47 Issue 1, p1-10, 10p, 1 Diagram, 4 Charts, 2 Graphs

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 5.

Tytuł:: A Hybrid Model to Classify Patients with Chronic Obstructive Respiratory Diseases.
Autorzy:: Martinho, Diogo
Freitas, Alberto
Sá-Sousa, Ana
Vieira, Ana
Meira, Jorge
Martins, Constantino
Marreiros, Goreti; Pokaż więcej
Źródło:: Journal of Medical Systems. Mar2021, Vol. 45 Issue 3, p1-11. 11p. 3 Diagrams, 5 Charts, 3 Graphs.

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 6.

Tytuł:: Cohort and Trajectory Analysis in Multi-Agent Support Systems for Cancer Survivors.
Autorzy:: Manzo, Gaetano
Calvaresi, Davide
Jimenez-del-Toro, Oscar
Calbimonte, Jean-Paul
Schumacher, Michael; Pokaż więcej
Temat:: BREAST cancer prognosis
BREAST tumor treatment
DEEP learning
SUPPORT vector machines
DECISION trees
INFORMATION storage & retrieval systems
MEDICAL databases
CONFIDENCE intervals
USER interfaces
MACHINE learning
CANCER relapse
INDIVIDUALIZED medicine
DECISION support systems
CANCER patients
RISK assessment
HEALTH behavior
KAPLAN-Meier estimator
DESCRIPTIVE statistics
RESEARCH funding
PREDICTION models
ELECTRONIC health records
ARTIFICIAL neural networks
LOGISTIC regression analysis
PROPORTIONAL hazards models
DISEASE risk factors
Źródło:: Journal of Medical Systems; Dec2021, Vol. 45 Issue 12, p1-10, 10p, 2 Diagrams, 7 Graphs

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 7.

Tytuł:: An Explainable Artificial Intelligence Framework for the Deterioration Risk Prediction of Hepatitis Patients.
Autorzy:: Peng, Junfeng
Zou, Kaiqiang
Zhou, Mi
Teng, Yi
Zhu, Xiongyong
Zhang, Feifei
Xu, Jun; Pokaż więcej
Temat:: HEPATITIS diagnosis
DEEP learning
DECISION trees
SUPPORT vector machines
ARTIFICIAL intelligence
HEPATITIS
RANDOM forest algorithms
RISK assessment
DESCRIPTIVE statistics
RESEARCH funding
COMPUTER-aided diagnosis
DECISION making in clinical medicine
LOGISTIC regression analysis
STATISTICAL models
Źródło:: Journal of Medical Systems; May2021, Vol. 45 Issue 5, p1-9, 9p, 3 Diagrams, 2 Charts, 4 Graphs

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 8.

Tytuł:: A Novel Block Imaging Technique Using Nine Artificial Intelligence Models for COVID-19 Disease Classification, Characterization and Severity Measurement in Lung Computed Tomography Scans on an Italian Cohort.
Autorzy:: Agarwal, Mohit
Saba, Luca
Gupta, Suneet K.
Carriero, Alessandro
Falaschi, Zeno
Paschè, Alessio
Danna, Pietro
El-Baz, Ayman
Naidu, Subbaram
Suri, Jasjit S.; Pokaż więcej
Temat:: LUNG disease diagnosis
DEEP learning
DECISION trees
REVERSE transcriptase polymerase chain reaction
COVID-19
PHYSICS
CHEST X rays
ARTIFICIAL intelligence
MACHINE learning
RANDOM forest algorithms
SEVERITY of illness index
PARADIGMS (Social sciences)
DESCRIPTIVE statistics
COMPUTED tomography
ARTIFICIAL neural networks
ODDS ratio
POLYMERASE chain reaction
LONGITUDINAL method
COVID-19 pandemic
Źródło:: Journal of Medical Systems; Mar2021, Vol. 45 Issue 3, p1-30, 30p, 6 Color Photographs, 4 Black and White Photographs, 22 Diagrams, 18 Charts, 11 Graphs
Terminy geograficzne:: ITALY

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 9.

Tytuł:: Reviewing Machine Learning and Image Processing Based Decision-Making Systems for Breast Cancer Imaging.
Autorzy:: Zerouaoui, Hasnae
Idri, Ali; Pokaż więcej
Temat:: BREAST tumor diagnosis
ALGORITHMS
MAMMOGRAMS
BREAST tumors
DECISION support systems
DECISION trees
DIAGNOSTIC imaging
DIGITAL image processing
MACHINE learning
MAGNETIC resonance imaging
MEDLINE
ARTIFICIAL neural networks
ONLINE information services
RESEARCH funding
SYSTEMATIC reviews
RESEARCH bias
SUPPORT vector machines
DESCRIPTIVE statistics
COMPUTER-aided diagnosis
DEEP learning
Źródło:: Journal of Medical Systems; 2021, Vol. 45 Issue 1, p1-20, 20p, 6 Color Photographs, 2 Diagrams, 7 Charts, 9 Graphs

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 10.

Tytuł:: Detection of COVID-19 Infection from Routine Blood Exams with Machine Learning: A Feasibility Study.
Autorzy:: Brinati, Davide
Campagner, Andrea
Ferrari, Davide
Locatelli, Massimo
Banfi, Giuseppe
Cabitza, Federico; Pokaż więcej
Temat:: BLOOD testing
C-reactive protein
DECISION trees
LACTATE dehydrogenase
MACHINE learning
POLYMERASE chain reaction
RESEARCH funding
PILOT projects
REVERSE transcriptase polymerase chain reaction
DESCRIPTIVE statistics
GAMMA-glutamyltransferase
LEUKOCYTE count
PLATELET count
ROUTINE diagnostic tests
RANDOM forest algorithms
COVID-19
Źródło:: Journal of Medical Systems; Aug2020, Vol. 44 Issue 8, p1-12, 12p, 1 Color Photograph, 1 Diagram, 6 Charts, 6 Graphs
Terminy geograficzne:: ITALY

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 11.

Tytuł:: Analysis of Consciousness Level Using Galvanic Skin Response during Therapeutic Effect
Autorzy:: Altıntop, Çiğdem Gülüzar
Latifoğlu, Fatma
Akın, Aynur Karayol
İleri, Ramis
Yazar, Mehmet Akif; Pokaż więcej
Źródło:: Journal of Medical Systems. 45(1)

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 12.

Tytuł:: Stress Detection via Keyboard Typing Behaviors by Using Smartphone Sensors and Machine Learning Techniques.
Autorzy:: Sağbaş, Ensar Arif
Korukoglu, Serdar
Balli, Serkan; Pokaż więcej
Temat:: ACCELEROMETERS
ALGORITHMS
DECISION trees
KEYBOARDS (Electronics)
MACHINE learning
PROBABILITY theory
PSYCHOLOGICAL stress
SMARTPHONES
MOBILE apps
DESCRIPTIVE statistics
Źródło:: Journal of Medical Systems; Apr2020, Vol. 44 Issue 4, p1-12, 12p, 9 Diagrams, 7 Charts, 3 Graphs

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 13.

Tytuł:: Multi-Feature Fusion Method Based on EEG Signal and its Application in Stroke Classification.
Autorzy:: Li, Fenglian
Fan, Yuzhou
Zhang, Xueying
Wang, Can
Hu, Fengyun
Jia, Wenhui
Hui, Haisheng; Pokaż więcej
Temat:: ALGORITHMS
BENCHMARKING (Management)
CEREBRAL hemorrhage
DECISION making
DECISION trees
ELECTRODES
ELECTROENCEPHALOGRAPHY
ARTIFICIAL implants
MATHEMATICAL models
PHYSICS
RESEARCH evaluation
RESEARCH funding
STATISTICAL sampling
SIGNAL processing
STROKE
THEORY
WAVE analysis
Źródło:: Journal of Medical Systems; Feb2020, Vol. 44 Issue 2, p1-11, 11p, 4 Diagrams, 10 Graphs

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 14.

Tytuł:: Classification of Depression Patients and Normal Subjects Based on Electroencephalogram (EEG) Signal Using Alpha Power and Theta Asymmetry.
Autorzy:: Mahato, Shalini
Paul, Sanchita; Pokaż więcej
Temat:: DIAGNOSIS of mental depression
CLASSIFICATION
DECISION trees
ELECTROENCEPHALOGRAPHY
PATIENTS
T-test (Statistics)
LOGISTIC regression analysis
DATA analysis software
DESCRIPTIVE statistics
Źródło:: Journal of Medical Systems; Jan2020, Vol. 44 Issue 1, p1-8, 8p, 2 Diagrams, 8 Charts, 1 Graph
Terminy geograficzne:: MALAYSIA

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 15.

Tytuł:: Decision Tree Predictive Learner-Based Approach for False Alarm Detection in ICU.
Autorzy:: Manna, Tishya
Swetapadma, Aleena
Abdar, Moloud; Pokaż więcej
Temat:: ARRHYTHMIA
CARDIOGRAPHY
COMPUTER input-output equipment
DECISION trees
ELECTROCARDIOGRAPHY
INTENSIVE care units
MACHINE learning
MONITOR alarms (Medicine)
SIGNAL processing
Źródło:: Journal of Medical Systems; Jul2019, Vol. 43 Issue 7, p1-13, 13p, 4 Diagrams, 5 Charts, 4 Graphs

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 16.

Tytuł:: A Novel Internet of Things Framework Integrated with Real Time Monitoring for Intelligent Healthcare Environment.
Autorzy:: Suresh, A.
Udendhran, R.
Balamurgan, M.
Varatharajan, R.; Pokaż więcej
Temat:: BREAST tumor diagnosis
HEALTH facilities
ALGORITHMS
ARTIFICIAL intelligence
MAMMOGRAMS
BREAST tumors
CONCEPTUAL structures
DECISION trees
DIGITAL image processing
NEEDLE biopsy
ARTIFICIAL neural networks
PATIENT monitoring
SYSTEM integration
RECEIVER operating characteristic curves
INTERNET of things
PSYCHOLOGY
Źródło:: Journal of Medical Systems; Jun2019, Vol. 43 Issue 6, p1-10, 10p, 2 Color Photographs, 2 Black and White Photographs, 3 Diagrams, 4 Graphs

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 17.

Tytuł:: Predicting Academic Performance of Students Using a Hybrid Data Mining Approach.
Autorzy:: Francis, Bindhia K.
Babu, Suvanam Sasidhar; Pokaż więcej
Temat:: ACADEMIC achievement
ALGORITHMS
DECISION trees
PHILOSOPHY of education
EDUCATIONAL technology
ARTIFICIAL neural networks
QUALITY of life
SCHOOL failure
RATING of students
DATA mining
Źródło:: Journal of Medical Systems; Jun2019, Vol. 43 Issue 6, p1-15, 15p, 1 Diagram, 14 Charts, 9 Graphs
Terminy geograficzne:: INDIA

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 18.

Tytuł:: Evaluating Training Data Suitability for Decision Tree Induction.
Autorzy:: Viikki, Kati
Juhola, Martti
Pyykkö, Ilmar
Honkavaara, Pekka; Pokaż więcej
Temat:: *Decision trees
*Classification
*Information organization
*Learning
Tree graphs
Methodology
Źródło:: Journal of Medical Systems. Apr2001, Vol. 25 Issue 2, p133-144. 12p.

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 19.

Tytuł:: Construction the Model on the Breast Cancer Survival Analysis Use Support Vector Machine, Logistic Regression and Decision Tree.
Autorzy:: Chao, Cheng-Min
Yu, Ya-Wen
Cheng, Bor-Wen
Kuo, Yao-Lung; Pokaż więcej
Źródło:: Journal of Medical Systems. Oct2014, Vol. 38 Issue 10, p1-7. 7p.

Czasopismo naukowe

na półce

Szczegóły

Skocz do pozycji: 20.

Tytuł:: mHealth App for iOS to Help in Diagnostic Decision in Ophthalmology to Primary Care Physicians.
Autorzy:: López, Marta
López, Miguel
Torre Díez, Isabel
Jimeno, José
López-Coronado, Miguel; Pokaż więcej
Temat:: DIAGNOSIS of eye diseases
ALGORITHMS
COMMERCIAL product evaluation
DECISION support systems
DECISION trees
INFORMATION storage & retrieval systems
MEDICAL databases
OPHTHALMOLOGY
PRIMARY health care
QUESTIONNAIRES
RESEARCH funding
SCALE analysis (Psychology)
SURVEYS
CELL phones
MOBILE apps
PHYSICIANS' attitudes
Źródło:: Journal of Medical Systems; May2017, Vol. 41 Issue 5, p1-7, 7p

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