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Detection of Alzheimer’s disease using grey wolf optimization based clustering algorithm and deep neural network from magnetic resonance images
Suresha, Halebeedu Subbaraya, Parthasarathy, Srirangapatna Sampathkumaran
Published in Distributed and parallel databases : an international journal (01.12.2022)
Published in Distributed and parallel databases : an international journal (01.12.2022)
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Journal Article
Gene Expression Profiling of Bronchoalveolar Lavage Cells Preceding a Clinical Diagnosis of Chronic Lung Allograft Dysfunction
Weigt, S. Samuel, Wang, Xiaoyan, Palchevskiy, Vyacheslav, Gregson, Aric L., Patel, Naman, DerHovanessian, Ariss, Shino, Michael Y., Sayah, David M., Birjandi, Shirin, Lynch, Joseph P., Saggar, Rajan, Ardehali, Abbas, Ross, David J., Palmer, Scott M., Elashoff, David, Belperio, John A.
Published in PloS one (19.01.2017)
Published in PloS one (19.01.2017)
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Journal Article
Breast cancer segmentation using a hybrid AttendSeg architecture combined with a gravitational clustering optimization algorithm using mathematical modelling
Yu, Liping, Shaheema, S. Berlin, Sunil, J., Govindan, Vediyappan, Mahimiraj, P., Li, Yijie, Jamshed, Wasim, Hassan, Ahmed M.
Published in Open Physics (24.10.2023)
Published in Open Physics (24.10.2023)
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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 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
Synthetic Database of Aortic Morphometry and Hemodynamics: Overcoming Medical Imaging Data Availability
Thamsen, B., Yevtushenko, P., Gundelwein, L., Setio, A. A. A., Lamecker, H., Kelm, M., Schafstedde, M., Heimann, T., Kuehne, T., Goubergrits, L.
Published in IEEE transactions on medical imaging (01.05.2021)
Published in IEEE transactions on medical imaging (01.05.2021)
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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
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
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
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
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
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
Ovarian Cancer Detection in Ascites Cytology with Weakly Supervised Model on Nationwide Data Set
Lee, Jiwon, Choi, Seonggyeong, Shin, Seoyeon, Alam, Mohammad Rizwan, Abdul-Ghafar, Jamshid, Seo, Kyung Jin, Hwang, Gisu, Jeong, Daeky, Gong, Gyungyub, Cho, Nam Hoon, Yoo, Chong Woo, Kim, Hyung Kyung, Chong, Yosep, Yim, Kwangil
Published in The American journal of pathology (01.07.2025)
Published in The American journal of pathology (01.07.2025)
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Journal Article