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Block coordinate descent algorithm improves variable selection and estimation in error‐in‐variables regression
Escribe, Célia, Lu, Tianyuan, Keller‐Baruch, Julyan, Forgetta, Vincenzo, Xiao, Bowei, Richards, J. Brent, Bhatnagar, Sahir, Oualkacha, Karim, Greenwood, Celia M. T.
Published in Genetic epidemiology (01.12.2021)
Published in Genetic epidemiology (01.12.2021)
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Journal Article
A Novel Framework for Abnormal Risk Classification over Fetal Nuchal Translucency Using Adaptive Stochastic Gradient Descent Algorithm
Verma, Deepti, Agrawal, Shweta, Iwendi, Celestine, Sharma, Bhisham, Bhatia, Surbhi, Basheer, Shakila
Published in Diagnostics (Basel) (31.10.2022)
Published in Diagnostics (Basel) (31.10.2022)
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Journal Article
Effectiveness of deep learning in early‐stage oral cancer detections and classification using histogram of oriented gradients
Dutta, Chiranjit, Sandhya, Prasad, Vidhya, Kandasamy, Rajalakshmi, Ramanathan, Ramya, Devasahayam, Madhubabu, Kotakonda
Published in Expert systems (01.06.2024)
Published in Expert systems (01.06.2024)
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Journal Article
An Image Processing Approach for Detection of Prenatal Heart Disease
Selvan, Saravana, Thangaraj, S. John Justin, Samson Isaac, J., Benil, T., Muthulakshmi, K., Almoallim, Hesham S., Ali Alharbi, Sulaiman, Kumar, R. R., Thimothy, Sojan Palukaran
Published in BioMed research international (2022)
Published in BioMed research international (2022)
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Journal Article
Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists
Rajpurkar, Pranav, Irvin, Jeremy, Ball, Robyn L., Zhu, Kaylie, Yang, Brandon, Mehta, Hershel, Duan, Tony, Ding, Daisy, Bagul, Aarti, Langlotz, Curtis P., Patel, Bhavik N., Yeom, Kristen W., Shpanskaya, Katie, Blankenberg, Francis G., Seekins, Jayne, Amrhein, Timothy J., Mong, David A., Halabi, Safwan S., Zucker, Evan J., Ng, Andrew Y., Lungren, Matthew P.
Published in PLoS medicine (20.11.2018)
Published in PLoS medicine (20.11.2018)
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Journal Article
Neural network surrogate and projected gradient descent for fast and reliable finite element model calibration: A case study on an intervertebral disc
Atad, Matan, Gruber, Gabriel, Ribeiro, Marx, Nicolini, Luis Fernando, Graf, Robert, Möller, Hendrik, Nispel, Kati, Ezhov, Ivan, Rueckert, Daniel, Kirschke, Jan S.
Published in Computers in biology and medicine (01.03.2025)
Published in Computers in biology and medicine (01.03.2025)
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Journal Article
Automatic Detection of Tuberculosis Using VGG19 with Seagull-Algorithm
Mohan, Ramya, Kadry, Seifedine, Rajinikanth, Venkatesan, Majumdar, Arnab, Thinnukool, Orawit
Published in Life (Basel, Switzerland) (01.11.2022)
Published in Life (Basel, Switzerland) (01.11.2022)
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Journal Article
Fine Tuning Data Mining Algorithm for an Efficient Classification of E-Coli
Rama, A., Gayathri, A., Christy, S.
Published in International journal of innovative technology and exploring engineering (30.11.2019)
Published in International journal of innovative technology and exploring engineering (30.11.2019)
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Journal Article
Artificial intelligence for interpretation of segments of whole body MRI in CNO: pilot study comparing radiologists versus machine learning algorithm
Bhat, Chandrika S., Chopra, Mark, Andronikou, Savvas, Paul, Suvadip, Wener-Fligner, Zach, Merkoulovitch, Anna, Holjar-Erlic, Izidora, Menegotto, Flavia, Simpson, Ewan, Grier, David, Ramanan, Athimalaipet V.
Published in Pediatric rheumatology online journal (09.06.2020)
Published in Pediatric rheumatology online journal (09.06.2020)
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Journal Article
Simultaneous SNP selection and adjustment for population structure in high dimensional prediction models
Bhatnagar, Sahir R., Yang, Yi, Lu, Tianyuan, Schurr, Erwin, Loredo-Osti, JC, Forest, Marie, Oualkacha, Karim, Greenwood, Celia M. T.
Published in PLoS genetics (04.05.2020)
Published in PLoS genetics (04.05.2020)
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Journal Article
Simulating Movement Devices Used in Hospital Evacuation
Hunt, Aoife L. E., Galea, Edwin R., Lawrence, Peter J., Frost, Ian R., Gwynne, Steven M. V.
Published in Fire technology (01.09.2020)
Published in Fire technology (01.09.2020)
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Journal Article
Bio inspired Ensemble Feature Selection (BEFS) Model with Machine Learning and Data Mining Algorithms for Disease Risk Prediction
Pasha, Syed Javeed, Mohamed, E. Syed
Published in 2019 5th International Conference On Computing, Communication, Control And Automation (ICCUBEA) (01.09.2019)
Published in 2019 5th International Conference On Computing, Communication, Control And Automation (ICCUBEA) (01.09.2019)
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Conference Proceeding
Controlling an organic synthesis robot with machine learning to search for new reactivity
Granda, Jarosław M., Donina, Liva, Dragone, Vincenza, Long, De-Liang, Cronin, Leroy
Published in Nature (London) (01.07.2018)
Published in Nature (London) (01.07.2018)
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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
Complete Blood Count and Monocyte Distribution Width–Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study
Campagner, Andrea, Agnello, Luisa, Carobene, Anna, Padoan, Andrea, Del Ben, Fabio, Locatelli, Massimo, Plebani, Mario, Ognibene, Agostino, Lorubbio, Maria, De Vecchi, Elena, Cortegiani, Andrea, Piva, Elisa, Poz, Donatella, Curcio, Francesco, Cabitza, Federico, Ciaccio, Marcello
Published in Journal of medical Internet research (26.02.2025)
Published in Journal of medical Internet research (26.02.2025)
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Journal Article
Automated deep-neural-network surveillance of cranial images for acute neurologic events
Titano, Joseph J., Badgeley, Marcus, Schefflein, Javin, Pain, Margaret, Su, Andres, Cai, Michael, Swinburne, Nathaniel, Zech, John, Kim, Jun, Bederson, Joshua, Mocco, J., Drayer, Burton, Lehar, Joseph, Cho, Samuel, Costa, Anthony, Oermann, Eric K.
Published in Nature medicine (01.09.2018)
Published in Nature medicine (01.09.2018)
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Journal Article