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Diagnostic classification of cancers using extreme gradient boosting algorithm and multi-omics data
Ma, Baoshan, Meng, Fanyu, Yan, Ge, Yan, Haowen, Chai, Bingjie, Song, Fengju
Published in Computers in biology and medicine (01.06.2020)
Published in Computers in biology and medicine (01.06.2020)
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Journal Article
Machine learning–based identification of radiofrequency electromagnetic radiation (RF-EMR) effect on brain morphology: a preliminary study
Maurya, Ritesh, Singh, Neha, Jindal, Tanu, Pathak, Vinay Kumar, Dutta, Malay Kishore
Published in Medical & biological engineering & computing (01.08.2020)
Published in Medical & biological engineering & computing (01.08.2020)
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Journal Article
An integrated study fusing systems biology and machine learning algorithms for genome-based discrimination of IPF and NSIP diseases: a new approach to the diagnostic challenge
Amjad, Elham, Asnaashari, Solmaz, Dastmalchi, Siavoush, Sokouti, Babak
Published in Soft computing (Berlin, Germany) (01.03.2024)
Published in Soft computing (Berlin, Germany) (01.03.2024)
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Journal Article
Diagnostic power of resting‐state fMRI for detection of network connectivity in Alzheimer's disease and mild cognitive impairment: A systematic review
Ibrahim, Buhari, Suppiah, Subapriya, Ibrahim, Normala, Mohamad, Mazlyfarina, Hassan, Hasyma Abu, Nasser, Nisha Syed, Saripan, M Iqbal
Published in Human brain mapping (15.06.2021)
Published in Human brain mapping (15.06.2021)
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Journal Article
Diagnostic Accuracy and Generalizability of a Deep Learning-Based Fully Automated Algorithm for Coronary Artery Stenosis Detection on CCTA: A Multi-Centre Registry Study
Xu, Lixue, He, Yi, Luo, Nan, Guo, Ning, Hong, Min, Jia, Xibin, Wang, Zhenchang, Yang, Zhenghan
Published in Frontiers in cardiovascular medicine (05.11.2021)
Published in Frontiers in cardiovascular medicine (05.11.2021)
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Journal Article
Keratoconus Diagnostic and Treatment Algorithms Based on Machine-Learning Methods
Malyugin, Boris, Sakhnov, Sergej, Izmailova, Svetlana, Boiko, Ernest, Pozdeyeva, Nadezhda, Axenova, Lyubov, Axenov, Kirill, Titov, Aleksej, Terentyeva, Anna, Zakaraiia, Tamriko, Myasnikova, Viktoriya
Published in Diagnostics (Basel) (19.10.2021)
Published in Diagnostics (Basel) (19.10.2021)
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Journal Article
Radiogenomics of lower-grade gliomas: machine learning–based MRI texture analysis for predicting 1p/19q codeletion status
Kocak, Burak, Durmaz, Emine Sebnem, Ates, Ece, Sel, Ipek, Turgut Gunes, Saime, Kaya, Ozlem Korkmaz, Zeynalova, Amalya, Kilickesmez, Ozgur
Published in European radiology (01.02.2020)
Published in European radiology (01.02.2020)
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Journal Article
Rapid breath analysis for acute respiratory distress syndrome diagnostics using a portable two-dimensional gas chromatography device: Rapid breath analysis for acute respiratory distress syndrome diagnostics using a portable two-dimensional gas chromatography device
Zhou, Menglian, Sharma, Ruchi, Zhu, Hongbo, Li, Ziqi, Li, Jiliang, Wang, Shiyu, Bisco, Erin, Massey, Justin, Pennington, Amanda, Sjoding, Michael, Dickson, Robert P., Park, Pauline, Hyzy, Robert, Napolitano, Lena, Gillies, Christopher E., Ward, Kevin R., Fan, Xudong
Published in Analytical and bioanalytical chemistry (01.09.2019)
Published in Analytical and bioanalytical chemistry (01.09.2019)
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Journal Article
Raman Spectroscopy Reveals Abnormal Changes in the Urine Composition of Prostate Cancer: An Application of an Intelligent Diagnostic Model with a Deep Learning Algorithm
Chen, Shengnan, Zhang, Heng, Yang, Xiangfei, Shao, Xiaoguang, Li, Taihao, Chen, Na, Chen, Zhenyi, Xue, Wei, Pan, Jiahua, Liu, Shupeng
Published in Advanced intelligent systems (01.04.2021)
Published in Advanced intelligent systems (01.04.2021)
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Journal Article
Development and validation of a deep learning algorithm for auto-delineation of clinical target volume and organs at risk in cervical cancer radiotherapy
Liu, Zhikai, Liu, Xia, Guan, Hui, Zhen, Hongan, Sun, Yuliang, Chen, Qi, Chen, Yu, Wang, Shaobin, Qiu, Jie
Published in Radiotherapy and oncology (01.12.2020)
Published in Radiotherapy and oncology (01.12.2020)
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Journal Article
An Efficient Segmentation and Classification System in Medical Images Using Intuitionist Possibilistic Fuzzy C-Mean Clustering and Fuzzy SVM Algorithm
Chowdhary, Chiranji Lal, Mittal, Mohit, P., Kumaresan, Pattanaik, P. A., Marszalek, Zbigniew
Published in Sensors (Basel, Switzerland) (13.07.2020)
Published in Sensors (Basel, Switzerland) (13.07.2020)
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Journal Article
Towards machine learning aided real-time range imaging in proton therapy
Lerendegui-Marco, Jorge, Balibrea-Correa, Javier, Babiano-Suárez, Víctor, Ladarescu, Ion, Domingo-Pardo, César
Published in Scientific reports (17.02.2022)
Published in Scientific reports (17.02.2022)
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Journal Article
Development and Validation of a Deep Learning–Based Automatic Brain Segmentation and Classification Algorithm for Alzheimer Disease Using 3D T1-Weighted Volumetric Images
Suh, C.H., Shim, W.H., Kim, S.J., Roh, J.H., Lee, J.-H., Kim, M.-J., Park, S., Jung, W., Sung, J., Jahng, G.-H.
Published in American journal of neuroradiology : AJNR (01.12.2020)
Published in American journal of neuroradiology : AJNR (01.12.2020)
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Journal Article
Regional Multi-View Learning for Cardiac Motion Analysis: Application to Identification of Dilated Cardiomyopathy Patients
Puyol-Anton, Esther, Ruijsink, Bram, Gerber, Bernhard, Amzulescu, Mihaela Silvia, Langet, Helene, De Craene, Mathieu, Schnabel, Julia A., Piro, Paolo, King, Andrew P.
Published in IEEE transactions on biomedical engineering (01.04.2019)
Published in IEEE transactions on biomedical engineering (01.04.2019)
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Journal Article