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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
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 in dental, oral and craniofacial imaging: a review of recent progress
Ren, Ruiyang, Luo, Haozhe, Su, Chongying, Yao, Yang, Liao, Wen
Published in PeerJ (San Francisco, CA) (17.05.2021)
Published in PeerJ (San Francisco, CA) (17.05.2021)
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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
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
Dual-Intended Deep Learning Model for Breast Cancer Diagnosis in Ultrasound Imaging
Vigil, Nicolle, Barry, Madeline, Amini, Arya, Akhloufi, Moulay, Maldague, Xavier P. V., Ma, Lan, Ren, Lei, Yousefi, Bardia
Published in Cancers (27.05.2022)
Published in Cancers (27.05.2022)
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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
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
Evaluation of the performance of traditional machine learning algorithms, convolutional neural network and AutoML Vision in ultrasound breast lesions classification: a comparative study
Wan, Ka Wing, Wong, Chun Hoi, Ip, Ho Fung, Fan, Dejian, Yuen, Pak Leung, Fong, Hoi Ying, Ying, Michael
Published in Quantitative imaging in medicine and surgery (01.04.2021)
Published in Quantitative imaging in medicine and surgery (01.04.2021)
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Journal Article
Novel computer-aided systems for interpreting immunohistochemistry (IHC) results in breast cancer based on deep learning algorithms: A systematic review
Sasan Salehi Nezamabadi, Haniyeh Rafiepoor, Mohammad Amin Barati, Elham Angouraj Taghavi, Golnar Khorsand, Parsa Mirzayi, Ali Taheri, Behzad Amanpour-Gharaei, Saman Asadi, Seyed-Ali Sadegh-Zadeh, Saeid Amanpour
Published in Basic and clinical cancer research (01.05.2024)
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Published in Basic and clinical cancer research (01.05.2024)
Journal Article
Novel computer-aided systems for interpreting immu- nohistochemistry (IHC) results in breast cancer based on deep learning algorithms: A systematic review
Nezamabadi, Sasan Salehi, Rafiepoor, Haniyeh, Barati, Mohammad Amin, Taghavi, Elham Angouraj, Khorsand, Golnar, Mirzayi, Parsa, Taheri, Ali, Amanpour-Gharaei, Behzad, Asadi, Saman, Sadegh-Zadeh, Seyed-Ali, Amanpour, Saeid
Published in Basic and clinical cancer research (25.05.2025)
Published in Basic and clinical cancer research (25.05.2025)
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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
Digital pathology and artificial intelligence
Niazi, Muhammad Khalid Khan, Parwani, Anil V, Gurcan, Metin N
Published in The lancet oncology (01.05.2019)
Published in The lancet oncology (01.05.2019)
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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