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Precision Health Database


Genomics & Health Impact Scan Database|Search|PHGKB

Cancer

Last data update: Oct 21, 2021. (Total: 42942 Documents since 2012)
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Deep Mining Generation of Lung Cancer Malignancy Models from Chest X-ray Images.
Horry Michael et al. Sensors (Basel, Switzerland) 2021 21(19)
The Crohn's-like lymphoid reaction density: a new artificial intelligence quantified prognostic immune index in colon cancer.
Zhao Minning et al. Cancer immunology, immunotherapy : CII 2021
The use of deep learning on endoscopic images to assess the response of rectal cancer after chemoradiation.
Haak Hester E et al. Surgical endoscopy 2021
A Machine Learning Approach to the Classification of Acute Leukemias and Distinction From Nonneoplastic Cytopenias Using Flow Cytometry Data.
Monaghan Sara A et al. American journal of clinical pathology 2021
Detection of Metastatic Tumor Cells in the Bone Marrow Aspirate Smears by Artificial Intelligence (AI)-Based Morphogo System.
Chen Pu et al. Frontiers in oncology 2021 11742395
Artificial Intelligence Applications in Pediatric Brain Tumor Imaging: A Systematic Review.
Huang Jonathan et al. World neurosurgery 2021
Optical diagnosis of colorectal polyps using convolutional neural networks.
Kader Rawen et al. World journal of gastroenterology 2021 27(35) 5908-5918
Pancreatic Cancer Survival Prediction: A Survey of the State-of-the-Art.
Bakasa Wilson et al. Computational and mathematical methods in medicine 2021 20211188414
Machine learning for grading and prognosis of esophageal dysplasia using mass spectrometry and histological imaging.
Beuque Manon et al. Computers in biology and medicine 2021 138104918
Interactive Machine Learning-Based Multi-Label Segmentation of Solid Tumors and Organs.
Bounias Dimitrios et al. Applied sciences (Basel, Switzerland) 2021 11(16)
Predicting endometrial cancer subtypes and molecular features from histopathology images using multi-resolution deep learning models.
Hong Runyu et al. Cell reports. Medicine 2021 2(9) 100400
StackHCV: a web-based integrative machine-learning framework for large-scale identification of hepatitis C virus NS5B inhibitors.
Malik Aijaz Ahmad et al. Journal of computer-aided molecular design 2021
A framework for validating AI in precision medicine: considerations from the European ITFoC consortium.
Tsopra Rosy et al. BMC medical informatics and decision making 2021 21(1) 274
3D DCE-MRI Radiomic Analysis for Malignant Lesion Prediction in Breast Cancer Patients.
Militello Carmelo et al. Academic radiology 2021
A Systematic Review of Artificial Intelligence Techniques in Cancer Prediction and Diagnosis.
Kumar Yogesh et al. Archives of computational methods in engineering : state of the art reviews 2021 1-28
The application of radiomics in laryngeal cancer.
Rajgor Amarkumar Dhirajlal et al. The British journal of radiology 2021 20210499
A Hybrid Human-Machine Learning Approach for Screening Prostate Biopsies Can Improve Clinical Efficiency Without Compromising Diagnostic Accuracy.
Dov David et al. Archives of pathology & laboratory medicine 2021
Integrating additional factors into the TNM staging for cutaneous melanoma by machine learning.
Yang Charles Q et al. PloS one 2021 16(9) e0257949
Construction and validation of nomograms for non-metastatic Ewing sarcoma: A prognostic factor analysis based on the SEER database.
Huang Runzhi et al. Oncology letters 2021 22(5) 777
Improved predictive performance of prostate biopsy collaborative group risk calculator when based on automated machine learning.
Stojadinovic Miroslav et al. Computers in biology and medicine 2021 138104903
Artificial intelligence for pre-operative lymph node staging in colorectal cancer: a systematic review and meta-analysis.
Bedrikovetski Sergei et al. BMC cancer 2021 21(1) 1058
A Personalized Medical Decision Support System Based on Explainable Machine Learning Algorithms and ECC Features: Data from the Real World.
Gu Dongxiao et al. Diagnostics (Basel, Switzerland) 2021 11(9)
An Algorithm to Personalize Nerve Sparing in Men with Unilateral High-Risk Prostate Cancer.
Martini Alberto et al. The Journal of urology 2021 101097JU0000000000002205
Systematic Mapping Study of AI/Machine Learning in Healthcare and Future Directions.
Parashar Gaurav et al. SN computer science 2021 2(6) 461
Use of classifiers to optimise the identification and characterisation of metastatic breast cancer in a nationwide administrative registry.
Valachis Antonis et al. Acta oncologica (Stockholm, Sweden) 2021 1-7
Implementation of artificial intelligence algorithms for melanoma screening in a primary care setting.
Giavina-Bianchi Mara et al. PloS one 2021 16(9) e0257006
Analysis of Population Differences in Digital Conversations About Cancer Clinical Trials: Advanced Data Mining and Extraction Study.
Perez Edith A et al. JMIR cancer 2021 7(3) e25621
Surveillance Strategy for Barcelona Clinic Liver Cancer B Hepatocellular Carcinoma Achieving Complete Response: An Individualized Risk-Based Machine Learning Study.
Chen Qi-Feng et al. Frontiers in bioengineering and biotechnology 2021 9667641
Interpretability-Based Multimodal Convolutional Neural Networks for Skin Lesion Diagnosis.
Wang Sutong et al. IEEE transactions on cybernetics 2021 PP
Predicting the risk of cancer in adults using supervised machine learning: a scoping review.
Abdullah Alfayez Asma et al. BMJ open 2021 11(9) e047755
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