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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
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
A Multi-modal Data Platform for Diagnosis and Prediction of Alzheimer’s Disease Using Machine Learning Methods
Pang, Zhen, Wang, Xiang, Wang, Xulong, Qi, Jun, Zhao, Zhong, Gao, Yuan, Yang, Yun, Yang, Po
Published in Mobile networks and applications (01.12.2021)
Published in Mobile networks and applications (01.12.2021)
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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
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
PET Imaging of Tau Pathology and Amyloid-β, and MRI for Alzheimer's Disease Feature Fusion and Multimodal Classification
Shojaie, Mehdi, Tabarestani, Solale, Cabrerizo, Mercedes, DeKosky, Steven T, Vaillancourt, David E, Loewenstein, David, Duara, Ranjan, Adjouadi, Malek
Published in Journal of Alzheimer's disease (01.01.2021)
Published in Journal of Alzheimer's disease (01.01.2021)
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Journal Article
Whole slide image-level classification of malignant effusion cytology using clustering-constrained attention multiple instance learning
Kim, Dongwoo, Lee, Jongwon, Jung, Minsoo, Yim, Kwangil, Hwang, Gisu, Yoon, Hongjun, Jeong, Daeky, Cho, Won June, Alam, Mohammad Rizwan, Gong, Gyungyub, Cho, Nam Hoon, Yoo, Chong Woo, Chong, Yosep, Seo, Kyung Jin
Published in Lung cancer (Amsterdam, Netherlands) (01.06.2025)
Published in Lung cancer (Amsterdam, Netherlands) (01.06.2025)
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Journal Article
A Novel Validated Real-World Dataset for the Diagnosis of Multiclass Serous Effusion Cytology according to the International System and Ground-Truth Validation Data
Abd-Almoniem, Esraa, Abd-Alsabour, Nadia, Elsheikh, Samar, Mostafa, Rasha R, Elesawy, Yasmine Fathy
Published in Acta cytologica (2024)
Published in Acta cytologica (2024)
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Journal Article
Optimization of FFR prediction algorithm for gray zone by hemodynamic features with synthetic model and biometric data
Lee, Hyeong Jun, Kim, Young Woo, Kim, Jun Hong, Lee, Yong-Joon, Moon, Jinseok, Jeong, Peter, Jeong, Joonhee, Kim, Jung-Sun, Lee, Joon Sang
Published in Computer methods and programs in biomedicine (01.06.2022)
Published in Computer methods and programs in biomedicine (01.06.2022)
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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
AI-Based Approaches for the Diagnosis of Mpox: Challenges and Future Prospects
Asif, Sohaib, Zhao, Ming, Li, Yangfan, Tang, Fengxiao, Ur Rehman Khan, Saif, Zhu, Yusen
Published in Archives of computational methods in engineering (01.08.2024)
Published in Archives of computational methods in engineering (01.08.2024)
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Journal Article