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Mixed-GGNAS: Mixed Search-space NAS based on genetic algorithm combined with gradient descent for medical image segmentation
Hu, Mengxiang, Li, Junchi, Dong, Yongquan, Zhang, Zichen, Liu, Weifan, Zhang, Peilin, Ping, Yuchao, Jiang, Le, Yu, Zekuan
Published in Expert systems with applications (15.09.2025)
Published in Expert systems with applications (15.09.2025)
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Journal Article
A Machine Learning Algorithm to Predict Severe Sepsis and Septic Shock: Development, Implementation, and Impact on Clinical Practice
Giannini, Heather M, Ginestra, Jennifer C, Chivers, Corey, Draugelis, Michael, Hanish, Asaf, Schweickert, William D, Fuchs, Barry D, Meadows, Laurie, Lynch, Michael, Donnelly, Patrick J, Pavan, Kimberly, Fishman, Neil O, Hanson, 3rd, C William, Umscheid, Craig A
Published in Critical care medicine (01.11.2019)
Published in Critical care medicine (01.11.2019)
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Journal Article
Diagnosing COVID-19 pneumonia from x-ray and CT images using deep learning and transfer learning algorithms
Maghdid, Halgurd S, Asaad, Aras T, Ghafoor, Kayhan Zrar, Sadiq, Ali Safaa, Mirjalili, Seyedali, Khan, Muhammad Khurram
Published in Multimodal Image Exploitation and Learning 2021 (12.04.2021)
Published in Multimodal Image Exploitation and Learning 2021 (12.04.2021)
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Conference Proceeding
Comparison of machine-learning algorithms to build a predictive model for detecting undiagnosed diabetes - ELSA-Brasil: accuracy study
Olivera, André Rodrigues, Roesler, Valter, Iochpe, Cirano, Schmidt, Maria Inês, Vigo, Álvaro, Barreto, Sandhi Maria, Duncan, Bruce Bartholow
Published in São Paulo medical journal (01.05.2017)
Published in São Paulo medical journal (01.05.2017)
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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
Identification of different manifestations of nonlinear stick–slip phenomena during creep groan braking noise by using the unsupervised learning algorithms k-means and self-organizing map
Prezelj, Jurij, Murovec, Jure, Huemer-Kals, Severin, Häsler, Karl, Fischer, Peter
Published in Mechanical systems and signal processing (01.03.2022)
Published in Mechanical systems and signal processing (01.03.2022)
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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
Machine-learning algorithm incorporating capacitated sperm intracellular pH predicts conventional in vitro fertilization success in normospermic patients
Gunderson, Stephanie Jean, Puga Molina, Lis Carmen, Spies, Nicholas, Balestrini, Paula Ania, Buffone, Mariano Gabriel, Jungheim, Emily Susan, Riley, Joan, Santi, Celia Maria
Published in Fertility and sterility (01.04.2021)
Published in Fertility and sterility (01.04.2021)
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Journal Article
Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy
Sayres, Rory, Taly, Ankur, Rahimy, Ehsan, Blumer, Katy, Coz, David, Hammel, Naama, Krause, Jonathan, Narayanaswamy, Arunachalam, Rastegar, Zahra, Wu, Derek, Xu, Shawn, Barb, Scott, Joseph, Anthony, Shumski, Michael, Smith, Jesse, Sood, Arjun B., Corrado, Greg S., Peng, Lily, Webster, Dale R.
Published in Ophthalmology (Rochester, Minn.) (01.04.2019)
Published in Ophthalmology (Rochester, Minn.) (01.04.2019)
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Journal Article
Deep Learning Algorithm for Automated Cardiac Murmur Detection via a Digital Stethoscope Platform
Chorba, John S., Shapiro, Avi M., Le, Le, Maidens, John, Prince, John, Pham, Steve, Kanzawa, Mia M., Barbosa, Daniel N., Currie, Caroline, Brooks, Catherine, White, Brent E., Huskin, Anna, Paek, Jason, Geocaris, Jack, Elnathan, Dinatu, Ronquillo, Ria, Kim, Roy, Alam, Zenith H., Mahadevan, Vaikom S., Fuller, Sophie G., Stalker, Grant W., Bravo, Sara A., Jean, Dina, Lee, John J., Gjergjindreaj, Medeona, Mihos, Christos G., Forman, Steven T., Venkatraman, Subramaniam, McCarthy, Patrick M., Thomas, James D.
Published in Journal of the American Heart Association (04.05.2021)
Published in Journal of the American Heart Association (04.05.2021)
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Journal Article