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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
A novel miRNA-based classification model of risks and stages for clear cell renal cell carcinoma patients
Dessie, Eskezeia Y., Tsai, Jeffrey J. P., Chang, Jan-Gowth, Ng, Ka-Lok
Published in BMC bioinformatics (25.05.2021)
Published in BMC bioinformatics (25.05.2021)
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Journal Article
Computer-aided prognosis of tuberculous meningitis combining imaging and non-imaging data
Canas, Liane S., Dong, Trinh H. K., Beasley, Daniel, Donovan, Joseph, Cleary, Jon O., Brown, Richard, Thuong, Nguyen Thuy Thuong, Nguyen, Phu Hoan, Nguyen, Ha Thi, Razavi, Reza, Ourselin, Sebastien, Thwaites, Guy E., Modat, Marc
Published in Scientific reports (30.07.2024)
Published in Scientific reports (30.07.2024)
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Journal Article
Histopathological Image Analysis: A Review
Gurcan, M.N., Boucheron, L.E., Can, A., Madabhushi, A., Rajpoot, N.M., Yener, B.
Published in IEEE reviews in biomedical engineering (2009)
Published in IEEE reviews in biomedical engineering (2009)
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Journal Article
Chronic kidney disease diagnosis using decision tree algorithms
Ilyas, Hamida, Ali, Sajid, Ponum, Mahvish, Hasan, Osman, Mahmood, Muhammad Tahir, Iftikhar, Mehwish, Malik, Mubasher Hussain
Published in BMC nephrology (09.08.2021)
Published in BMC nephrology (09.08.2021)
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Journal Article
Artificial Intelligence in Lung Cancer Pathology Image Analysis
Wang, Shidan, Yang, Donghan M., Rong, Ruichen, Zhan, Xiaowei, Fujimoto, Junya, Liu, Hongyu, Minna, John, Wistuba, Ignacio Ivan, Xie, Yang, Xiao, Guanghua
Published in Cancers (28.10.2019)
Published in Cancers (28.10.2019)
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Journal Article
Tubular gastric adenocarcinoma: machine learning-based CT texture analysis for predicting lymphovascular and perineural invasion
Yardimci, Aytul Hande, Kocak, Burak, Bektas, Ceyda Turan, Sel, Ipek, Yarikkaya, Enver, Dursun, Nevra, Bektas, Hasan, Afsarriz, Cigdem Usul, Gursu, Riza Umar, Kilickesmez, Ozgur
Published in Diagnostic and interventional radiology (Ankara, Turkey) (01.11.2020)
Published in Diagnostic and interventional radiology (Ankara, Turkey) (01.11.2020)
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Journal Article
Real-time computer-aided diagnosis of focal pancreatic masses from endoscopic ultrasound imaging based on a hybrid convolutional and long short-term memory neural network model
Udriștoiu, Anca Loredana, Cazacu, Irina Mihaela, Gruionu, Lucian Gheorghe, Gruionu, Gabriel, Iacob, Andreea Valentina, Burtea, Daniela Elena, Ungureanu, Bogdan Silviu, Costache, Mădălin Ionuț, Constantin, Alina, Popescu, Carmen Florina, Udriștoiu, Ștefan, Săftoiu, Adrian
Published in PloS one (28.06.2021)
Published in PloS one (28.06.2021)
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Journal Article
Predicting eyes at risk for rapid glaucoma progression based on an initial visual field test using machine learning
Shuldiner, Scott R., Boland, Michael V., Ramulu, Pradeep Y., De Moraes, C. Gustavo, Elze, Tobias, Myers, Jonathan, Pasquale, Louis, Wellik, Sarah, Yohannan, Jithin
Published in PloS one (16.04.2021)
Published in PloS one (16.04.2021)
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Journal Article
Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches
Hussein, Sarfaraz, Kandel, Pujan, Bolan, Candice W., Wallace, Michael B., Bagci, Ulas
Published in IEEE transactions on medical imaging (01.08.2019)
Published in IEEE transactions on medical imaging (01.08.2019)
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Journal Article
Comparison of a machine and deep learning model for automated tumor annotation on digitized whole slide prostate cancer histology
Duenweg, Savannah R., Brehler, Michael, Bobholz, Samuel A., Lowman, Allison K., Winiarz, Aleksandra, Kyereme, Fitzgerald, Nencka, Andrew, Iczkowski, Kenneth A., LaViolette, Peter S.
Published in PloS one (16.03.2023)
Published in PloS one (16.03.2023)
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Journal Article
Classification of the glioma grading using radiomics analysis
Cho, Hwan-ho, Lee, Seung-hak, Kim, Jonghoon, Park, Hyunjin
Published in PeerJ (San Francisco, CA) (22.11.2018)
Published in PeerJ (San Francisco, CA) (22.11.2018)
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Journal Article
Machine learning classification of texture features of MRI breast tumor and peri-tumor of combined pre- and early treatment predicts pathologic complete response
Hussain, Lal, Huang, Pauline, Nguyen, Tony, Lone, Kashif J., Ali, Amjad, Khan, Muhammad Salman, Li, Haifang, Suh, Doug Young, Duong, Tim Q.
Published in Biomedical engineering online (28.06.2021)
Published in Biomedical engineering online (28.06.2021)
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Journal Article
Breast cancer detection using deep learning: Datasets, methods, and challenges ahead
din, Nusrat Mohi ud, Dar, Rayees Ahmad, Rasool, Muzafar, Assad, Assif
Published in Computers in biology and medicine (01.10.2022)
Published in Computers in biology and medicine (01.10.2022)
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Journal Article