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Non-invasive assessment of NAFLD as systemic disease—A machine learning perspective
Canbay, Ali, Kälsch, Julia, Neumann, Ursula, Rau, Monika, Hohenester, Simon, Baba, Hideo A., Rust, Christian, Geier, Andreas, Heider, Dominik, Sowa, Jan-Peter
Published in PloS one (26.03.2019)
Published in PloS one (26.03.2019)
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Journal Article
Patient similarity and other artificial intelligence machine learning algorithms in clinical decision aid for shared decision-making in the Prevention of Cardiovascular Toxicity (PACT): a feasibility trial design
Brown, Sherry-Ann, Chung, Brian Y., Doshi, Krishna, Hamid, Abdulaziz, Pederson, Erin, Maddula, Ragasnehith, Hanna, Allen, Choudhuri, Indrajit, Sparapani, Rodney, Bagheri Mohamadi Pour, Mehri, Zhang, Jun, Kothari, Anai N., Collier, Patrick, Caraballo, Pedro, Noseworthy, Peter, Arruda-Olson, Adelaide
Published in Cardio-oncology (London, England) (23.01.2023)
Published in Cardio-oncology (London, England) (23.01.2023)
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Journal Article
Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer
Ehteshami Bejnordi, Babak, Veta, Mitko, Johannes van Diest, Paul, van Ginneken, Bram, Karssemeijer, Nico, Litjens, Geert, van der Laak, Jeroen A. W. M, Hermsen, Meyke, Manson, Quirine F, Balkenhol, Maschenka, Geessink, Oscar, Stathonikos, Nikolaos, van Dijk, Marcory CRF, Bult, Peter, Beca, Francisco, Beck, Andrew H, Wang, Dayong, Khosla, Aditya, Gargeya, Rishab, Irshad, Humayun, Zhong, Aoxiao, Dou, Qi, Li, Quanzheng, Chen, Hao, Lin, Huang-Jing, Heng, Pheng-Ann, Haß, Christian, Bruni, Elia, Wong, Quincy, Halici, Ugur, Öner, Mustafa Ümit, Cetin-Atalay, Rengul, Berseth, Matt, Khvatkov, Vitali, Vylegzhanin, Alexei, Kraus, Oren, Shaban, Muhammad, Rajpoot, Nasir, Awan, Ruqayya, Sirinukunwattana, Korsuk, Qaiser, Talha, Tsang, Yee-Wah, Tellez, David, Annuscheit, Jonas, Hufnagl, Peter, Valkonen, Mira, Kartasalo, Kimmo, Latonen, Leena, Ruusuvuori, Pekka, Liimatainen, Kaisa, Albarqouni, Shadi, Mungal, Bharti, George, Ami, Demirci, Stefanie, Navab, Nassir, Watanabe, Seiryo, Seno, Shigeto, Takenaka, Yoichi, Matsuda, Hideo, Ahmady Phoulady, Hady, Kovalev, Vassili, Kalinovsky, Alexander, Liauchuk, Vitali, Bueno, Gloria, Fernandez-Carrobles, M. Milagro, Serrano, Ismael, Deniz, Oscar, Racoceanu, Daniel, Venâncio, Rui
Published in JAMA : the journal of the American Medical Association (12.12.2017)
Published in JAMA : the journal of the American Medical Association (12.12.2017)
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Journal Article
Assessment of deep learning algorithms to predict histopathological diagnosis of breast cancer: first Moroccan prospective study on a private dataset
El Agouri, H., Azizi, M., El Attar, H., El Khannoussi, M., Ibrahimi, A., Kabbaj, R., Kadiri, H., BekarSabein, S., EchCharif, S., Mounjid, C., El Khannoussi, B.
Published in BMC research notes (19.02.2022)
Published in BMC research notes (19.02.2022)
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Journal Article
Design of lung nodules segmentation and recognition algorithm based on deep learning
Yu, Hui, Li, Jinqiu, Zhang, Lixin, Cao, Yuzhen, Yu, Xuyao, Sun, Jinglai
Published in BMC bioinformatics (08.11.2021)
Published in BMC bioinformatics (08.11.2021)
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Journal Article
TLGP: a flexible transfer learning algorithm for gene prioritization based on heterogeneous source domain
Wang, Yan, Xia, Zuheng, Deng, Jingjing, Xie, Xianghua, Gong, Maoguo, Ma, Xiaoke
Published in BMC bioinformatics (25.08.2021)
Published in BMC bioinformatics (25.08.2021)
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Journal Article
Development of a Deep Learning Algorithm for the Histopathologic Diagnosis and Gleason Grading of Prostate Cancer Biopsies: A Pilot Study
Kott, Ohad, Linsley, Drew, Amin, Ali, Karagounis, Andreas, Jeffers, Carleen, Golijanin, Dragan, Serre, Thomas, Gershman, Boris
Published in European urology focus (01.03.2021)
Published in European urology focus (01.03.2021)
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Journal Article
Development and Validation of a Deep Learning Algorithm for Gleason Grading of Prostate Cancer From Biopsy Specimens
Nagpal, Kunal, Foote, Davis, Tan, Fraser, Liu, Yun, Chen, Po-Hsuan Cameron, Steiner, David F, Manoj, Naren, Olson, Niels, Smith, Jenny L, Mohtashamian, Arash, Peterson, Brandon, Amin, Mahul B, Evans, Andrew J, Sweet, Joan W, Cheung, Carol, van der Kwast, Theodorus, Sangoi, Ankur R, Zhou, Ming, Allan, Robert, Humphrey, Peter A, Hipp, Jason D, Gadepalli, Krishna, Corrado, Greg S, Peng, Lily H, Stumpe, Martin C, Mermel, Craig H
Published in JAMA oncology (01.09.2020)
Published in JAMA oncology (01.09.2020)
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Journal Article
Fine-Tuning and training of densenet for histopathology image representation using TCGA diagnostic slides
Riasatian, Abtin, Babaie, Morteza, Maleki, Danial, Kalra, Shivam, Valipour, Mojtaba, Hemati, Sobhan, Zaveri, Manit, Safarpoor, Amir, Shafiei, Sobhan, Afshari, Mehdi, Rasoolijaberi, Maral, Sikaroudi, Milad, Adnan, Mohd, Shah, Sultaan, Choi, Charles, Damaskinos, Savvas, Campbell, Clinton JV, Diamandis, Phedias, Pantanowitz, Liron, Kashani, Hany, Ghodsi, Ali, Tizhoosh, H.R.
Published in Medical image analysis (01.05.2021)
Published in Medical image analysis (01.05.2021)
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Journal Article
Design and implementation of deep learning algorithm for image discrimination of light field confocal endoscopy for esophageal cancer and gastric cancer
Tang, Yanyan, Liu, Tong, Ding, Shigang, Wang, Ye, Yue, Shuahua, Yang, Xuefang, Liu, Xiaohui, Lu, Li
Published in ITM web of conferences (2022)
Published in ITM web of conferences (2022)
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Journal Article
Conference Proceeding
Machine learning for the identification of clinically significant prostate cancer on MRI: a meta-analysis
Cuocolo, Renato, Cipullo, Maria Brunella, Stanzione, Arnaldo, Romeo, Valeria, Green, Roberta, Cantoni, Valeria, Ponsiglione, Andrea, Ugga, Lorenzo, Imbriaco, Massimo
Published in European radiology (01.12.2020)
Published in European radiology (01.12.2020)
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Journal Article
A Prospective Validation and Observer Performance Study of a Deep Learning Algorithm for Pathologic Diagnosis of Gastric Tumors in Endoscopic Biopsies
Park, Jeonghyuk, Jang, Bo Gun, Kim, Yeong Won, Park, Hyunho, Kim, Baek-hui, Kim, Myeung Ju, Ko, Hyungsuk, Gwak, Jae Moon, Lee, Eun Ji, Chung, Yul Ri, Kim, Kyungdoc, Myung, Jae Kyung, Park, Jeong Hwan, Choi, Dong Youl, Jung, Chang Won, Park, Bong-Hee, Jung, Kyu-Hwan, Kim, Dong-Il
Published in Clinical cancer research (01.02.2021)
Published in Clinical cancer research (01.02.2021)
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Journal Article