Cargando…

Diagnostic Accuracy of Machine Learning AI Architectures in Detection and Classification of Lung Cancer: A Systematic Review

The application of artificial intelligence (AI) in diagnostic imaging has gained significant interest in recent years, particularly in lung cancer detection. This systematic review aims to assess the accuracy of machine learning (ML) AI algorithms in lung cancer detection, identify the ML architectu...

Descripción completa

Detalles Bibliográficos
Autores principales:	Pacurari, Alina Cornelia, Bhattarai, Sanket, Muhammad, Abdullah, Avram, Claudiu, Mederle, Alexandru Ovidiu, Rosca, Ovidiu, Bratosin, Felix, Bogdan, Iulia, Fericean, Roxana Manuela, Biris, Marius, Olaru, Flavius, Dumitru, Catalin, Tapalaga, Gianina, Mavrea, Adelina
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Systematic Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10340581/ https://www.ncbi.nlm.nih.gov/pubmed/37443539 http://dx.doi.org/10.3390/diagnostics13132145

Ejemplares similares

Concurrent Sphingomonas paucimobilis and Mycobacterium tuberculosis Meningitis in an Immunocompromised Patient: A Rare Case Report and Comprehensive Review of Literature
por: Marincu, Iosif, et al.
Publicado: (2023)

Fungal Infections Identified with Multiplex PCR in Severe COVID-19 Patients during Six Pandemic Waves
por: Bogdan, Iulia, et al.
Publicado: (2023)

A Systematic Review of Lung Autopsy Findings in Elderly Patients after SARS-CoV-2 Infection
por: Septimiu-Radu, Susa, et al.
Publicado: (2023)

Outcomes of Elderly Patients Hospitalized with the SARS-CoV-2 Omicron B.1.1.529 Variant: A Systematic Review
por: Fericean, Roxana Manuela, et al.
Publicado: (2023)

The Impact of Prenatal Vitamin D on Enamel Defects and Tooth Erosion: A Systematic Review
por: Tapalaga, Gianina, et al.
Publicado: (2023)

The Association of IFN-γ, TNF-α, and Interleukins in Bronchoalveolar Lavage Fluid with Lung Cancer: A Prospective Analysis
por: Hogea, Patricia, et al.
Publicado: (2023)

Characterization and Outcomes of SARS-CoV-2 Infection in Overweight and Obese Patients: A Dynamic Comparison of COVID-19 Pandemic Waves
por: Fericean, Roxana Manuela, et al.
Publicado: (2022)

Serum and Bronchoalveolar Lavage Fluid Levels of Cytokines in Patients with Lung Cancer and Chronic Lung Disease: A Prospective Comparative Study
por: Hogea, Patricia, et al.
Publicado: (2023)

Impact of the COVID-19 Pandemic on Contraception Awareness and Mental Well-Being in Teenagers and Young Adult Women: A Three-Year Cross-Sectional Analysis
por: Hinoveanu, Denisa, et al.
Publicado: (2023)

COVID-19 Clinical Features and Outcomes in Elderly Patients during Six Pandemic Waves
por: Fericean, Roxana Manuela, et al.
Publicado: (2022)

Health-Related Quality of Life and Stress-Related Disorders in Patients with Bronchiectasis after Pulmonary Resection
por: Nicola, Alin, et al.
Publicado: (2023)

Stress Dynamics in Families with Children with Neuropsychiatric Disorders during the COVID-19 Pandemic: A Three-Year Longitudinal Assessment
por: Gruescu, Ada Claudia Silvana, et al.
Publicado: (2023)

Influence of Antiphospholipid Antibody-Associated Thrombophilia on the Risk of Preterm Birth: A Systematic Review
por: Iordache, Olivera, et al.
Publicado: (2023)

The Effects of Vitamin D Supplementation on Respiratory Infections in Children under 6 Years Old: A Systematic Review
por: Marusca, Larisa Mihaela, et al.
Publicado: (2023)

Evaluating Virtual and Inpatient Pulmonary Rehabilitation Programs for Patients with COPD
por: Barata, Paula Irina, et al.
Publicado: (2022)

Impact of Cancer Type and Treatment Protocol on Cardiac Function in Pediatric Oncology Patients: An Analysis Utilizing Speckle Tracking, Global Longitudinal Strain, and Myocardial Performance Index
por: Ardelean, Andrada Mara, et al.
Publicado: (2023)

Comparison of Type I and Type III Collagen Concentration between Oreochromis mossambicus and Oreochromis niloticus in Relation to Skin Scaffolding
por: Ciornei, Bogdan, et al.
Publicado: (2023)

Correlations between bone turnover markers, serum magnesium and bone mass density in postmenopausal osteoporosis
por: Mederle, Ovidiu Alexandru, et al.
Publicado: (2018)

COVID-19 Pandemic Effects on Cervical Cancer Diagnosis and Management: A Population-Based Study in Romania
por: Popescu, Alin, et al.
Publicado: (2022)

First Identification and Molecular Characterization of Trichinella britovi (Nematoda: Trichinellidae) from the Pine Marten (Martes martes Linnaeus, 1758) in Romania
por: Marin, Ana-Maria, et al.
Publicado: (2023)

Risk Factors, Characteristics, and Outcome in Non-Ventilated Patients with Spontaneous Pneumothorax or Pneumomediastinum Associated with SARS-CoV-2 Infection
por: Marza, Adina Maria, et al.
Publicado: (2022)

Predictors for COVID-19 Complete Remission with HRCT Pattern Evolution: A Monocentric, Prospective Study
por: Manolescu, Diana, et al.
Publicado: (2022)

CACNA1B gene variants in adult-onset isolated focal dystonia
por: Cocoș, Relu, et al.
Publicado: (2020)

Case Report: Massive Spontaneous Pneumothorax—A Rare Form of Presentation for Severe COVID-19 Pneumonia
por: Marza, Adina Maria, et al.
Publicado: (2021)

Physics Conference TIM-12
por: Bunoiu, Madalin, et al.
Publicado: (2013)

Bronchial Microbiota and the Stress Associated with Invasive Diagnostic Tests in Lung Cancer vs. Benign Pulmonary Diseases: A Cross-Sectional Study
por: Hogea, Patricia, et al.
Publicado: (2023)

Assessing the Utility of Hemoglobin, HALP Score, FAR Ratio, and Coagulation Parameters as Predictors for Preterm Birth
por: Hrubaru, Ingrid, et al.
Publicado: (2023)

Assessing the Outcomes of Patients with Severe SARS-CoV-2 Infection after Therapeutic Plasma Exchange by Number of TPE Sessions
por: Porosnicu, Tamara Mirela, et al.
Publicado: (2023)

The Effect of Comorbidities and Complications on COVID-19 Mortality: A Detailed Retrospective Study in Western Romania
por: Marc, Monica Steluta, et al.
Publicado: (2023)

Beyond the Digital Competencies of Medical Students: Concerns over Integrating Data Science Basics into the Medical Curriculum
por: Lungeanu, Diana, et al.
Publicado: (2022)

The Impact of Therapeutic Plasma Exchange on Inflammatory Markers and Acute Phase Reactants in Patients with Severe SARS-CoV-2 Infection
por: Porosnicu, Tamara Mirela, et al.
Publicado: (2023)

Airborne Particulate Matter Size and Chronic Obstructive Pulmonary Disease Exacerbations: A Prospective, Risk-Factor Analysis Comparing Global Initiative for Obstructive Lung Disease 3 and 4 Categories
por: Bălă, Gabriel-Petrică, et al.
Publicado: (2023)

Non-Motor Manifestations in Idiopathic Dystonia with Focal Onset – A Pilot Study
por: Bajenaru, Ovidiu-Lucian, et al.
Publicado: (2020)

Invasive pulmonary infection due to Thermoascus crustaceus in a kidney transplant recipient
por: Mareș, Mihai, et al.
Publicado: (2019)

Using 360-degree video for teaching emergency medicine during and beyond the COVID-19 pandemic
por: Petrica, Alina, et al.
Publicado: (2021)

Laboratory Findings and Clinical Outcomes of ICU-admitted COVID-19 Patients: A Retrospective Assessment of Particularities Identified among Romanian Minorities
por: Mocanu, Alexandra, et al.
Publicado: (2023)

The Assessment of Multiplex PCR in Identifying Bacterial Infections in Patients Hospitalized with SARS-CoV-2 Infection: A Systematic Review
por: Bogdan, Iulia, et al.
Publicado: (2023)

Microfluidic Synthesis of Magnetite Nanoparticles for the Controlled Release of Antibiotics
por: Chircov, Cristina, et al.
Publicado: (2023)

The Relationship between Chemokine Ligand 3 and Allergic Rhinitis
por: Berghi, Ovidiu, et al.
Publicado: (2020)

Phytochemical Analysis and In Vitro Cytotoxic Activity against Colorectal Adenocarcinoma Cells of Hippophae rhamnodies L., Cymbopogon citratus (D.C.) Stapf, and Ocimum basilicum L. Essential Oils
por: Dolghi, Alina, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_2hpgaeskmsk0866matmkj8g4g4