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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
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
Diagnosis of the surface morphology of laser-ablated materials using the weighted-DCT approach in laser speckle interferometry for application to plasma facing materials
LI, Yuanbo, WANG, Hongbei, CUI, Xiaoqian, LI, Shuhua, ZHAO, Dongye, DING, Hongbin
Published in Plasma science & technology (01.09.2019)
Published in Plasma science & technology (01.09.2019)
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Journal Article
A supervised machine-learning algorithm predicts intraoperative CSF leak in endoscopic transsphenoidal surgery for pituitary adenomas
TARICIOTTI, Leonardo, FIORE, Giorgio, CARRABBA, Giorgio, BERTANI, Giulio A., SCHISANO, Luigi, BORSA, Stefano, FERRANTE, Emanuele, CACCAVELLA, Valerio M., MATTOGNO, Pierpaolo, GIORDANO, Martina, REMOLI, Giulia, MANTOVANI, Giovanna, LOCATELLI, Marco
Published in Journal of neurosurgical sciences (01.08.2023)
Published in Journal of neurosurgical sciences (01.08.2023)
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Journal Article
Evaluation of cerebrospinal fluid proteins as potential biomarkers for early stage Parkinson’s disease diagnosis
T. dos Santos, Marcia Cristina, Scheller, Dieter, Schulte, Claudia, Mesa, Irene R., Colman, Peter, Bujac, Sarah R., Bell, Rosie, Berteau, Caroline, Perez, Luis Tosar, Lachmann, Ingolf, Berg, Daniela, Maetzler, Walter, Nogueira da Costa, Andre
Published in PloS one (01.11.2018)
Published in PloS one (01.11.2018)
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Journal Article
Intelligent Clinical Lab for the Diagnosis of Post-Neurosurgical Meningitis Based on Machine-Learning-Aided Cerebrospinal Fluid Analysis
Xie, Ruirui, Song, Xiangfei, Chen, Huiting, Lin, Peiru, Guo, Siyun, Zhuang, Zehong, Chen, Yuying, Zhao, Wei, Zhao, Peng, Long, Hao, Tao, Jia
Published in Analytical chemistry (Washington) (15.11.2022)
Published in Analytical chemistry (Washington) (15.11.2022)
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Journal Article
A hybrid multimodal machine learning model for Detecting Alzheimer's disease
Sheng, Jinhua, Zhang, Qian, Zhang, Qiao, Wang, Luyun, Yang, Ze, Xin, Yu, Wang, Binbing
Published in Computers in biology and medicine (01.03.2024)
Published in Computers in biology and medicine (01.03.2024)
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Journal Article
Ovarian torsion: developing a machine-learned algorithm for diagnosis
Otjen, Jeffrey P., Stanescu, A. Luana, Alessio, Adam M., Parisi, Marguerite T.
Published in Pediatric radiology (01.05.2020)
Published in Pediatric radiology (01.05.2020)
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Journal Article
An interpretable machine learning model for diagnosis of Alzheimer's disease
Das, Diptesh, Ito, Junichi, Kadowaki, Tadashi, Tsuda, Koji
Published in PeerJ (San Francisco, CA) (01.03.2019)
Published in PeerJ (San Francisco, CA) (01.03.2019)
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Journal Article
Explainable artificial intelligence toward usable and trustworthy computer-aided diagnosis of multiple sclerosis from Optical Coherence Tomography
Hernandez, Monica, Ramon-Julvez, Ubaldo, Vilades, Elisa, Cordon, Beatriz, Mayordomo, Elvira, Garcia-Martin, Elena
Published in PloS one (07.08.2023)
Published in PloS one (07.08.2023)
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Journal Article
Diagnostic accuracy of adenosine deaminase for pleural tuberculosis in a low prevalence setting: A machine learning approach within a 7-year prospective multi-center study
Garcia-Zamalloa, Alberto, Vicente, Diego, Arnay, Rafael, Arrospide, Arantzazu, Taboada, Jorge, Castilla-Rodríguez, Iván, Aguirre, Urko, Múgica, Nekane, Aldama, Ladislao, Aguinagalde, Borja, Jimenez, Montserrat, Bikuña, Edurne, Basauri, Miren Begoña, Alonso, Marta, Perez-Trallero, Emilio
Published in PloS one (04.11.2021)
Published in PloS one (04.11.2021)
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Journal Article
Accuracy of MRI Classification Algorithms in a Tertiary Memory Center Clinical Routine Cohort
Morin, Alexandre, Samper-Gonzalez, Jorge, Bertrand, Anne, Ströer, Sébastian, Dormont, Didier, Mendes, Aline, Coupé, Pierrick, Ahdidan, Jamila, Lévy, Marcel, Samri, Dalila, Hampel, Harald, Dubois, Bruno, Teichmann, Marc, Epelbaum, Stéphane, Colliot, Olivier
Published in Journal of Alzheimer's disease (01.01.2020)
Published in Journal of Alzheimer's disease (01.01.2020)
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Journal Article
Automated diabetic macular edema (DME) grading system using DWT, DCT Features and maculopathy index
Acharya, U. Rajendra, Mookiah, Muthu Rama Krishnan, Koh, Joel E.W., Tan, Jen Hong, Bhandary, Sulatha V., Rao, A. Krishna, Hagiwara, Yuki, Chua, Chua Kuang, Laude, Augustinus
Published in Computers in biology and medicine (01.05.2017)
Published in Computers in biology and medicine (01.05.2017)
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Journal Article
Utilization of deep learning to quantify fluid volume of neovascular age-related macular degeneration patients based on swept-source OCT imaging: The ONTARIO study
Sodhi, Simrat K., Pereira, Austin, Oakley, Jonathan D., Golding, John, Trimboli, Carmelina, Russakoff, Daniel B., Choudhry, Netan
Published in PloS one (14.02.2022)
Published in PloS one (14.02.2022)
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Journal Article
Rapid diagnosis of bacterial vaginosis using machine-learning-assisted surface-enhanced Raman spectroscopy of human vaginal fluids
Wen, Xin-Ru, Tang, Jia-Wei, Chen, Jie, Chen, Hui-Min, Usman, Muhammad, Yuan, Quan, Tang, Yu-Rong, Zhang, Yu-Dong, Chen, Hui-Jin, Wang, Liang
Published in mSystems (21.01.2025)
Published in mSystems (21.01.2025)
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Journal Article
Prediction and Evaluation of Machine Learning Algorithm for Prediction of Blood Transfusion during Cesarean Section and Analysis of Risk Factors of Hypothermia during Anesthesia Recovery
Ren, Wei, Li, Danmei, Wang, Jia, Zhang, Jinxi, Fu, Zhongliang, Yao, Yu
Published in Computational and mathematical methods in medicine (13.04.2022)
Published in Computational and mathematical methods in medicine (13.04.2022)
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Journal Article