Explainable Machine Learning for Modeling of Early Postoperative Mortality in Lung Cancer

Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-37446-4_13 ◽

2019 ◽

pp. 161-174

Author(s):

Katarzyna Kobylińska ◽

Tomasz Mikołajczyk ◽

Mariusz Adamek ◽

Tadeusz Orłowski ◽

Przemysław Biecek

Keyword(s):

Machine Learning ◽

Lung Cancer ◽

Postoperative Mortality

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Lung Cancer Detection and Classification from Chest CT Scans Using Machine Learning Techniques

2021 1st International Conference on Artificial Intelligence and Data Analytics (CAIDA) ◽

10.1109/caida51941.2021.9425269 ◽

2021 ◽

Author(s):

Amjad Rehman ◽

Muhammad Kashif ◽

Ibrahim Abunadi ◽

Noor Ayesha

Keyword(s):

Machine Learning ◽

Lung Cancer ◽

Cancer Detection ◽

Chest Ct ◽

Machine Learning Techniques ◽

Ct Scans ◽

Learning Techniques ◽

Lung Cancer Detection

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MO14-4 Machine learning-based clustering of scRNAseq data from normal lung tissue and application to lung cancer

Annals of Oncology ◽

10.1016/j.annonc.2021.05.602 ◽

2021 ◽

Vol 32 ◽

pp. S306

Author(s):

Hiroaki Ikushima ◽

Hidenori Kage ◽

Takahide Nagase

Keyword(s):

Machine Learning ◽

Lung Cancer ◽

Lung Tissue ◽

Normal Lung Tissue ◽

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Machine Learning Algorithm Guiding Local Treatment Decisions to Reduce Pain for Lung Cancer Patients with Bone Metastases, a Prospective Cohort Study

Pain and Therapy ◽

10.1007/s40122-021-00251-2 ◽

2021 ◽

Author(s):

Zhiyu Wang ◽

Jing Sun ◽

Yi Sun ◽

Yifeng Gu ◽

Yongming Xu ◽

...

Keyword(s):

Machine Learning ◽

Lung Cancer ◽

Cohort Study ◽

Bone Metastases ◽

Cancer Patients ◽

Prospective Cohort ◽

Learning Algorithm ◽

Local Treatment ◽

Machine Learning Algorithm ◽

Lung Cancer Patients

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Predicting tumour stages of lung cancer adenocarcinoma tumours from pooled microarray data using machine learning methods

International Journal of Computational Biology and Drug Design ◽

10.1504/ijcbdd.2015.072109 ◽

2015 ◽

Vol 8 (3) ◽

pp. 275 ◽

Author(s):

Xin Li ◽

Benjamin Scheich

Keyword(s):

Machine Learning ◽

Lung Cancer ◽

Microarray Data ◽

Learning Methods ◽

Machine Learning Methods

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Clinical decision support algorithm based on machine learning to assess the clinical response to anti–programmed death-1 therapy in patients with non–small-cell lung cancer

European Journal of Cancer ◽

10.1016/j.ejca.2021.05.019 ◽

2021 ◽

Vol 153 ◽

pp. 179-189

Author(s):

Beung-Chul Ahn ◽

Jea-Woo So ◽

Chun-Bong Synn ◽

Tae Hyung Kim ◽

Jae Hwan Kim ◽

...

Keyword(s):

Machine Learning ◽

Lung Cancer ◽

Decision Support ◽

Small Cell Lung Cancer ◽

Clinical Decision Support ◽

Clinical Decision ◽

Small Cell Lung ◽

Programmed Death ◽

Programmed Death 1

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Correction to: Combining machine learning and texture analysis to differentiate mediastinal lymph nodes in lung cancer patients

Physical and Engineering Sciences in Medicine ◽

10.1007/s13246-021-00997-1 ◽

2021 ◽

Author(s):

Allan F. F. Alves ◽

Sérgio A. Souza ◽

Raul L. Ruiz ◽

Tarcísio A. Reis ◽

Agláia M. G. Ximenes ◽

...

Keyword(s):

Machine Learning ◽

Lung Cancer ◽

Lymph Nodes ◽

Cancer Patients ◽

Texture Analysis ◽

Mediastinal Lymph Nodes ◽

Lung Cancer Patients

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FP05.04 Robust Discrimination of Lung Cancer via Microbial DNA Detection and Machine Learning Classification

Journal of Thoracic Oncology ◽

10.1016/j.jtho.2021.08.221 ◽

2021 ◽

Vol 16 (10) ◽

pp. S953

Author(s):

G. Sepich-Poore ◽

S. Fraraccio ◽

S. Wandro ◽

S. Miller-Montgomery ◽

R. Knight ◽

...

Keyword(s):

Machine Learning ◽

Lung Cancer ◽

Dna Detection ◽

Machine Learning Classification ◽

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A machine learning texture model for classifying lung cancer subtypes using preliminary bronchoscopic findings

Medical Physics ◽

10.1002/mp.13241 ◽

2018 ◽

Vol 45 (12) ◽

pp. 5509-5514 ◽

Author(s):

Po‐Hao Feng ◽

Yin‐Tzu Lin ◽

Chung‐Ming Lo

Keyword(s):

Machine Learning ◽

Lung Cancer ◽

Cancer Subtypes ◽

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Gene Expression Analysis for Early Lung Cancer Prediction Using Machine Learning Techniques: An Eco-Genomics Approach

IEEE Access ◽

10.1109/access.2018.2886604 ◽

2019 ◽

Vol 7 ◽

pp. 4232-4238 ◽

Author(s):

Jayadeep Pati

Keyword(s):

Gene Expression ◽

Machine Learning ◽

Lung Cancer ◽

Expression Analysis ◽

Gene Expression Analysis ◽

Machine Learning Techniques ◽

Cancer Prediction ◽

Early Lung Cancer ◽

Learning Techniques

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Prediction of pathologic femoral fractures in patients with lung cancer using machine learning algorithms: Comparison of computed tomography-based radiological features with clinical features versus without clinical features

Journal of Orthopaedic Surgery ◽

10.1177/2309499017716243 ◽

2017 ◽

Vol 25 (2) ◽

pp. 230949901771624 ◽

Author(s):

Eunsun Oh ◽

Sung Wook Seo ◽

Young Cheol Yoon ◽

Dong Wook Kim ◽

Sunyoung Kwon ◽

...

Keyword(s):

Machine Learning ◽

Computed Tomography ◽

Lung Cancer ◽

Clinical Features ◽

Learning Algorithms ◽

Femoral Fractures ◽

Machine Learning Algorithms ◽

Radiological Features

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