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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
Assessment of peritoneal microbial features and tumor marker levels as potential diagnostic tools for ovarian cancer
Miao, Ruizhong, Badger, Taylor C., Groesch, Kathleen, Diaz-Sylvester, Paula L., Wilson, Teresa, Ghareeb, Allen, Martin, Jongjin Anne, Cregger, Melissa, Welge, Michael, Bushell, Colleen, Auvil, Loretta, Zhu, Ruoqing, Brard, Laurent, Braundmeier-Fleming, Andrea
Published in PloS one (09.01.2020)
Published in PloS one (09.01.2020)
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Journal Article
Leukocyte differentiation in bronchoalveolar lavage fluids using higher harmonic generation microscopy and deep learning
van Huizen, Laura M. G., Blokker, Max, Rip, Yael, Veta, Mitko, Mooij Kalverda, Kirsten A., Bonta, Peter I., Duitman, Jan Willem, Groot, Marie Louise
Published in PloS one (27.06.2023)
Published in PloS one (27.06.2023)
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Journal Article
FNeXter: A Multi-Scale Feature Fusion Network Based on ConvNeXt and Transformer for Retinal OCT Fluid Segmentation
Niu, Zhiyuan, Deng, Zhuo, Gao, Weihao, Bai, Shurui, Gong, Zheng, Chen, Chucheng, Rong, Fuju, Li, Fang, Ma, Lan
Published in Sensors (Basel, Switzerland) (01.04.2024)
Published in Sensors (Basel, Switzerland) (01.04.2024)
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Journal Article
White matter hyperintensities and their relationship to cognition: Effects of segmentation algorithm
Tubi, Meral A., Feingold, Franklin W., Kothapalli, Deydeep, Hare, Evan T., King, Kevin S., Thompson, Paul M., Braskie, Meredith N.
Published in NeuroImage (Orlando, Fla.) (01.02.2020)
Published in NeuroImage (Orlando, Fla.) (01.02.2020)
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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
Harmonizing Unets: Attention Fusion module in cascaded-Unets for low-quality OCT image fluid segmentation
Wu, Zhuoyu, Wu, Qinchen, Fang, Wenqi, Ou, Wenhui, Wang, Quanjun, Zhang, Linde, Chen, Chao, Wang, Zheng, Li, Heshan
Published in Computers in biology and medicine (01.12.2024)
Published in Computers in biology and medicine (01.12.2024)
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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
Selection of memory clinic patients for CSF biomarker assessment can be restricted to a quarter of cases by using computerized decision support, without compromising diagnostic accuracy
Rhodius-Meester, Hanneke F. M., van Maurik, Ingrid S., Koikkalainen, Juha, Tolonen, Antti, Frederiksen, Kristian S., Hasselbalch, Steen G., Soininen, Hilkka, Herukka, Sanna-Kaisa, Remes, Anne M., Teunissen, Charlotte E., Barkhof, Frederik, Pijnenburg, Yolande A. L., Scheltens, Philip, Lötjönen, Jyrki, van der Flier, Wiesje M.
Published in PloS one (01.01.2020)
Published in PloS one (01.01.2020)
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Journal Article
Coronary fractional flow reserve derived from intravascular ultrasound imaging: Validation of a new computational method of fusion between anatomy and physiology
Bezerra, Cristiano G., Hideo‐Kajita, Alexandre, Bulant, Carlos A., Maso‐Talou, Gonzalo D., Mariani, Jose, Pinton, Fabio A., Falcão, Breno A. A., Esteves‐Filho, Antônio, Franken, Marcelo, Feijóo, Raúl A., Kalil‐Filho, Roberto, Garcia‐Garcia, Hector M., Blanco, Pablo J., Lemos, Pedro A.
Published in Catheterization and cardiovascular interventions (01.02.2019)
Published in Catheterization and cardiovascular interventions (01.02.2019)
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Journal Article
Multi-atlas based detection and localization (MADL) for location-dependent quantification of white matter hyperintensities
Wu, Dan, Albert, Marilyn, Soldan, Anja, Pettigrew, Corinne, Oishi, Kenichi, Tomogane, Yusuke, Ye, Chenfei, Ma, Ting, Miller, Michael I., Mori, Susumu
Published in NeuroImage clinical (01.01.2019)
Published in NeuroImage clinical (01.01.2019)
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Journal Article
Design of a model-based diagnostic algorithm for diesel particulate filter fault detection and isolation
Polverino, Pierpaolo, Elefante, Serena, Arsie, Ivan, Pianese, Cesare
Published in AIP conference proceedings (17.12.2019)
Published in AIP conference proceedings (17.12.2019)
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Journal Article
Conference Proceeding
Freewater estimatoR using iNtErpolated iniTialization (FERNET): Characterizing peritumoral edema using clinically feasible diffusion MRI data
Parker, Drew, Ould Ismail, Abdol Aziz, Wolf, Ronald, Brem, Steven, Alexander, Simon, Hodges, Wes, Pasternak, Ofer, Caruyer, Emmanuel, Verma, Ragini
Published in PloS one (29.05.2020)
Published in PloS one (29.05.2020)
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Journal Article
Validation of automated artificial intelligence segmentation of optical coherence tomography images
Maloca, Peter M., Lee, Aaron Y., de Carvalho, Emanuel R., Okada, Mali, Fasler, Katrin, Leung, Irene, Hörmann, Beat, Kaiser, Pascal, Suter, Susanne, Hasler, Pascal W., Zarranz-Ventura, Javier, Egan, Catherine, Heeren, Tjebo F. C., Balaskas, Konstantinos, Tufail, Adnan, Scholl, Hendrik P. N.
Published in PloS one (16.08.2019)
Published in PloS one (16.08.2019)
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Journal Article
Enhanced Detection of Age‐Related and Cognitive Declines Using Automated Hippocampal‐To‐Ventricle Ratio in Alzheimer's Patients
Fernandez‐Lozano, Sofia, Fonov, Vladimir, Schoemaker, Dorothee, Pruessner, Jens, Potvin, Olivier, Duchesne, Simon, Collins, D. Louis
Published in Human brain mapping (01.08.2025)
Published in Human brain mapping (01.08.2025)
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Journal Article
Revealing sub‐voxel motions of brain tissue using phase‐based amplified MRI (aMRI)
Terem, Itamar, Ni, Wendy W., Goubran, Maged, Rahimi, Mahdi Salmani, Zaharchuk, Greg, Yeom, Kristen W., Moseley, Michael E., Kurt, Mehmet, Holdsworth, Samantha J.
Published in Magnetic resonance in medicine (01.12.2018)
Published in Magnetic resonance in medicine (01.12.2018)
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Journal Article