A Systematic Review of Artificial Intelligence Techniques in Cancer Prediction and Diagnosis
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Title
A Systematic Review of Artificial Intelligence Techniques in Cancer Prediction and Diagnosis
Authors
Keywords
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Journal
ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING
Volume -, Issue -, Pages -
Publisher
Springer Science and Business Media LLC
Online
2021-09-27
DOI
10.1007/s11831-021-09648-w
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- (2021) Aman Sharma et al. ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING
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- (2021) Andra-Iza Iuga et al. BMC MEDICAL IMAGING
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- (2020) Xin Wei et al. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY
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- (2020) A. Asuntha et al. MULTIMEDIA TOOLS AND APPLICATIONS
- Machine learning with autophagy-related proteins for discriminating renal cell carcinoma subtypes
- (2020) Zhaoyue He et al. Scientific Reports
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- (2020) Kyi Pyar Win et al. Applied Sciences-Basel
- Optimization of the Convolutional Neural Networks for Automatic Detection of Skin Cancer
- (2020) Long Zhang et al. Open Medicine
- Optimizing the Performance of Breast Cancer Classification by Employing the Same Domain Transfer Learning from Hybrid Deep Convolutional Neural Network Model
- (2020) Laith Alzubaidi et al. Electronics
- MicroRNAs that regulate PTEN as potential biomarkers in colorectal cancer: a systematic review
- (2020) Jianrong Liu et al. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY
- Oncology services in corona times: a flash interview among German cancer patients and their physicians
- (2020) Jens Büntzel et al. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY
- Pharmacogenomics of breast cancer: highlighting CYP2D6 and tamoxifen
- (2020) Carmen W. H. Chan et al. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY
- Risk of second primary cancers in individuals diagnosed with index smoking- and non-smoking- related cancers
- (2020) Eric Adjei Boakye et al. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY
- Breast cancer: are long-term and intermittent endocrine therapies equally effective?
- (2020) Jutta Engel et al. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY
- Automatic lung cancer detection from CT image using improved deep neural network and ensemble classifier
- (2020) P. Mohamed Shakeel et al. NEURAL COMPUTING & APPLICATIONS
- Methods Used in Computer-Aided Diagnosis for Breast Cancer Detection Using Mammograms: A Review
- (2020) Saleem Z. Ramadan Journal of Healthcare Engineering
- Automated Detection and Segmentation of Early Gastric Cancer from Endoscopic Images Using Mask R-CNN
- (2020) Tomoyuki Shibata et al. Applied Sciences-Basel
- Machine-Learning Based Hybrid-Feature Analysis for Liver Cancer Classification Using Fused (MR and CT) Images
- (2020) Samreen Naeem et al. Applied Sciences-Basel
- Breast Cancer Detection, Segmentation and Classification on Histopathology Images Analysis: A Systematic Review
- (2020) R. Krithiga et al. ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING
- Deep learning techniques for skin lesion analysis and melanoma cancer detection: a survey of state-of-the-art
- (2020) Adekanmi Adegun et al. ARTIFICIAL INTELLIGENCE REVIEW
- Lysine-specific histone demethylase 1A (LSD1) in cervical cancer
- (2020) Daniel Beilner et al. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY
- Artificial intelligence in gastric cancer: a systematic review
- (2020) Peng Jin et al. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY
- PI3K pathway protein analyses in metastatic breast cancer patients receiving standard everolimus and exemestane
- (2020) Dinja T. Kruger et al. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY
- Oral cancer awareness campaign in Northern Germany: first positive trends in incidence and tumour stages
- (2020) Katrin Hertrampf et al. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY
- Identification of prognostic biomarkers for major subtypes of non-small-cell lung cancer using genomic and clinical data
- (2020) Anjali Lathwal et al. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY
- Improving Computer-Aided Cervical Cells Classification Using Transfer Learning Based Snapshot Ensemble
- (2020) Wen Chen et al. Applied Sciences-Basel
- Computational Prediction of Cervical Cancer Diagnosis Using Ensemble-Based Classification Algorithm
- (2020) Surbhi Gupta et al. COMPUTER JOURNAL
- Lung Cancer Detection Using Image Segmentation by means of Various Evolutionary Algorithms
- (2019) K. Senthil Kumar et al. Computational and Mathematical Methods in Medicine
- Automatic lung nodule detection using multi-scale dot nodule-enhancement filter and weighted support vector machines in chest computed tomography
- (2019) Yu Gu et al. PLoS One
- Thyroid Diagnosis from SPECT Images Using Convolutional Neural Network with Optimization
- (2019) Liyong Ma et al. Computational Intelligence and Neuroscience
- Breast cancer detection using deep convolutional neural networks and support vector machines
- (2019) Dina A. Ragab et al. PeerJ
- Automated detection of nonmelanoma skin cancer using digital images: a systematic review
- (2019) Arthur Marka et al. BMC MEDICAL IMAGING
- Deep learning-based breast cancer classification through medical imaging modalities: state of the art and research challenges
- (2019) Ghulam Murtaza et al. ARTIFICIAL INTELLIGENCE REVIEW
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- (2019) Seokmin Han et al. JOURNAL OF DIGITAL IMAGING
- Machine learning to predict occult nodal metastasis in early oral squamous cell carcinoma
- (2019) Andrés M. Bur et al. ORAL ONCOLOGY
- Using Machine Learning to Predict Progression in the Gastric Precancerous Process in a Population from a Developing Country Who Underwent a Gastroscopy for Dyspeptic Symptoms
- (2019) Susan Thapa et al. Gastroenterology Research and Practice
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- (2019) Abid Sarwar et al. ARTIFICIAL INTELLIGENCE REVIEW
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- (2019) Vinod Jagannath Kadam et al. JOURNAL OF MEDICAL SYSTEMS
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- Deep learning based classification of ultrasound images for thyroid nodules: a large scale of pilot study
- (2019) Qing Guan et al. Annals of Translational Medicine
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- (2019) Nasrullah Nasrullah et al. SENSORS
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- (2019) Khushboo Munir et al. Cancers
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- (2019) Bo Liu et al. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY
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- (2019) Masayoshi Yamada et al. Scientific Reports
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- (2019) Samy A Azer World Journal of Gastrointestinal Oncology
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- (2018) Toshiaki Hirasawa et al. Gastric Cancer
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- (2018) Younghak Shin et al. IEEE Access
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- (2018) Grzegorz Chlebus et al. Scientific Reports
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- (2018) Prabal Poudel et al. Journal of Healthcare Engineering
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- (2018) Miao Wu et al. BIOSCIENCE REPORTS
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- (2018) Khin Yadanar Win et al. Biomed Research International
- A Machine Learning Approach for the Classification of Kidney Cancer Subtypes Using miRNA Genome Data
- (2018) Ali Muhamed Ali et al. Applied Sciences-Basel
- Deep learning based liver cancer detection using watershed transform and Gaussian mixture model techniques
- (2018) Amita Das et al. Cognitive Systems Research
- Automatic Detection and Classification of Colorectal Polyps by Transferring Low-Level CNN Features From Nonmedical Domain
- (2017) Ruikai Zhang et al. IEEE Journal of Biomedical and Health Informatics
- Ror2 signaling regulates Golgi structure and transport through IFT20 for tumor invasiveness
- (2017) Michiru Nishita et al. Scientific Reports
- Current Challenges in Cancer Treatment
- (2016) Jon Zugazagoitia et al. CLINICAL THERAPEUTICS
- Low molecular weight heparin and cancer survival: clinical trials and experimental mechanisms
- (2016) Ning Zhang et al. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY
- Liver Tumor Segmentation from MR Images Using 3D Fast Marching Algorithm and Single Hidden Layer Feedforward Neural Network
- (2016) Trong-Ngoc Le et al. Biomed Research International
- Image based computer aided diagnosis system for cancer detection
- (2015) Howard Lee et al. EXPERT SYSTEMS WITH APPLICATIONS
- A rapid automatic brain tumor detection method for MRI images using modified minimum error thresholding technique
- (2015) Kalaiselvi T et al. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY
- Skin cancer prevention practices among malignant melanoma survivors: a systematic review
- (2015) Vinayak K. Nahar et al. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY
- Screening for Cervical Cancer Using Automated Analysis of PAP-Smears
- (2014) Ewert Bengtsson et al. Computational and Mathematical Methods in Medicine
- Blood plasma surface-enhanced Raman spectroscopy for non-invasive optical detection of cervical cancer
- (2013) Shangyuan Feng et al. ANALYST
- Thyroid cancer: zealous imaging has increased detection and treatment of low risk tumours
- (2013) J. P. Brito et al. BMJ-British Medical Journal
- Benefits and Harms of CT Screening for Lung Cancer
- (2012) Peter B. Bach et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Learning Where to Attend with Deep Architectures for Image Tracking
- (2012) Misha Denil et al. NEURAL COMPUTATION
- Serum microRNA-29a is a promising novel marker for early detection of colorectal liver metastasis
- (2011) Long-gang Wang et al. Cancer Epidemiology
- Biomarkers for the early detection of acute kidney injury
- (2011) Prasad Devarajan CURRENT OPINION IN PEDIATRICS
- Detection of Blast-Related Traumatic Brain Injury in U.S. Military Personnel
- (2011) Christine L. Mac Donald et al. NEW ENGLAND JOURNAL OF MEDICINE
- Abiraterone and Increased Survival in Metastatic Prostate Cancer
- (2011) Johann S. de Bono et al. NEW ENGLAND JOURNAL OF MEDICINE
- No End in Sight: The Skin Cancer Epidemic Continues
- (2011) Matthew R. Donaldson et al. SEMINARS IN CUTANEOUS MEDICINE AND SURGERY
- Non-Hodgkin lymphoma affecting the tongue: unusual intra-oral location
- (2011) Francesco Inchingolo et al. Head and Neck Optical Diagnostics Society
- Estimates of worldwide burden of cancer in 2008: GLOBOCAN 2008
- (2010) Jacques Ferlay et al. INTERNATIONAL JOURNAL OF CANCER
- Review: Ultraviolet radiation and skin cancer
- (2010) Deevya L. Narayanan et al. INTERNATIONAL JOURNAL OF DERMATOLOGY
- Single circulating tumor cell detection and overall survival in nonmetastatic breast cancer
- (2009) F.-C. Bidard et al. ANNALS OF ONCOLOGY
- Computer-aided assessment of diagnostic images for epidemiological research
- (2009) Alison G Abraham et al. BMC Medical Research Methodology
- Nature meets nurture: molecular genetics of gastric cancer
- (2009) Anya N. Milne et al. HUMAN GENETICS
- Mortality Results from a Randomized Prostate-Cancer Screening Trial
- (2009) Gerald L. Andriole et al. NEW ENGLAND JOURNAL OF MEDICINE
- Automated breast cancer detection and classification using ultrasound images: A survey
- (2009) H.D. Cheng et al. PATTERN RECOGNITION
- Detection of oral bacteria in cardiovascular specimens
- (2008) K. Nakano et al. Oral microbiology and immunology
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