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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
Machine learning in diagnosis and disability prediction of multiple sclerosis using optical coherence tomography
Montolío, Alberto, Martín-Gallego, Alejandro, Cegoñino, José, Orduna, Elvira, Vilades, Elisa, Garcia-Martin, Elena, Palomar, Amaya Pérez del
Published in Computers in biology and medicine (01.06.2021)
Published in Computers in biology and medicine (01.06.2021)
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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
Approaches for handling imbalanced data used in machine learning in the healthcare field: A case study on Chagas disease database prediction
Coimbra, André G., Oliveira, Cleiane G., Libório, Matheus P., Mannan, Hasheem, Santos, Laercio I., Fusco, Elisa, D’Angelo, Marcos F.S.V.
Published in PloS one (13.05.2025)
Published in PloS one (13.05.2025)
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Journal Article
Mobile microscopy and telemedicine platform assisted by deep learning for the quantification of Trichuris trichiura infection
Dacal, Elena, Bermejo-Peláez, David, Lin, Lin, Álamo, Elisa, Cuadrado, Daniel, Martínez, Álvaro, Mousa, Adriana, Postigo, María, Soto, Alicia, Sukosd, Endre, Vladimirov, Alexander, Mwandawiro, Charles, Gichuki, Paul, Williams, Nana Aba, Muñoz, José, Kepha, Stella, Luengo-Oroz, Miguel
Published in PLoS neglected tropical diseases (01.09.2021)
Published in PLoS neglected tropical diseases (01.09.2021)
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Journal Article
Machine learning outperformed logistic regression classification even with limit sample size: A model to predict pediatric HIV mortality and clinical progression to AIDS
Domínguez-Rodríguez, Sara, Serna-Pascual, Miquel, Oletto, Andrea, Barnabas, Shaun, Zuidewind, Peter, Dobbels, Els, Danaviah, Siva, Behuhuma, Osee, Lain, Maria Grazia, Vaz, Paula, Fernández-Luis, Sheila, Nhampossa, Tacilta, Lopez-Varela, Elisa, Otwombe, Kennedy, Liberty, Afaaf, Violari, Avy, Maiga, Almoustapha Issiaka, Rossi, Paolo, Giaquinto, Carlo, Kuhn, Louise, Rojo, Pablo, Tagarro, Alfredo
Published in PloS one (14.10.2022)
Published in PloS one (14.10.2022)
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Journal Article
Swept source optical coherence tomography to early detect multiple sclerosis disease. The use of machine learning techniques
Pérez del Palomar, Amaya, Cegoñino, José, Montolío, Alberto, Orduna, Elvira, Vilades, Elisa, Sebastián, Berta, Pablo, Luis E., Garcia-Martin, Elena
Published in PloS one (06.05.2019)
Published in PloS one (06.05.2019)
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Journal Article
Swarm Intelligence-Enhanced Detection of Non-Small-Cell Lung Cancer Using Tumor-Educated Platelets
Best, Myron G., Sol, Nik, In ‘t Veld, Sjors G.J.G., Vancura, Adrienne, Muller, Mirte, Niemeijer, Anna-Larissa N., Fejes, Aniko V., Tjon Kon Fat, Lee-Ann, Huis In ‘t Veld, Anna E., Leurs, Cyra, Le Large, Tessa Y., Meijer, Laura L., Kooi, Irsan E., Rustenburg, François, Schellen, Pepijn, Verschueren, Heleen, Post, Edward, Wedekind, Laurine E., Bracht, Jillian, Esenkbrink, Michelle, Wils, Leon, Favaro, Francesca, Schoonhoven, Jilian D., Tannous, Jihane, Meijers-Heijboer, Hanne, Kazemier, Geert, Giovannetti, Elisa, Reijneveld, Jaap C., Idema, Sander, Killestein, Joep, Heger, Michal, de Jager, Saskia C., Urbanus, Rolf T., Hoefer, Imo E., Pasterkamp, Gerard, Mannhalter, Christine, Gomez-Arroyo, Jose, Bogaard, Harm-Jan, Noske, David P., Vandertop, W. Peter, van den Broek, Daan, Ylstra, Bauke, Nilsson, R. Jonas A., Wesseling, Pieter, Karachaliou, Niki, Rosell, Rafael, Lee-Lewandrowski, Elizabeth, Lewandrowski, Kent B., Tannous, Bakhos A., de Langen, Adrianus J., Smit, Egbert F., van den Heuvel, Michel M., Wurdinger, Thomas
Published in Cancer cell (14.08.2017)
Published in Cancer cell (14.08.2017)
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Journal Article
Comparing machine learning with case-control models to identify confirmed dengue cases
Ho, Tzong-Shiann, Weng, Ting-Chia, Wang, Jung-Der, Han, Hsieh-Cheng, Cheng, Hao-Chien, Yang, Chun-Chieh, Yu, Chih-Hen, Liu, Yen-Jung, Hu, Chien Hsiang, Huang, Chun-Yu, Chen, Ming-Hong, King, Chwan-Chuen, Oyang, Yen-Jen, Liu, Ching-Chuan
Published in PLoS neglected tropical diseases (01.11.2020)
Published in PLoS neglected tropical diseases (01.11.2020)
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Journal Article
Learning Using Partially Available Privileged Information and Label Uncertainty: Application in Detection of Acute Respiratory Distress Syndrome
Sabeti, Elyas, Drews, Joshua, Reamaroon, Narathip, Warner, Elisa, Sjoding, Michael W., Gryak, Jonathan, Najarian, Kayvan
Published in IEEE journal of biomedical and health informatics (01.03.2021)
Published in IEEE journal of biomedical and health informatics (01.03.2021)
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Journal Article
Rapid diagnosis of hereditary haemolytic anaemias using automated rheoscopy and supervised machine learning
Moura, Pedro L., Dobbe, Johannes G. G., Streekstra, Geert J., Rab, Minke A. E., Veldthuis, Martijn, Fermo, Elisa, van Wijk, Richard, van Zwieten, Rob, Bianchi, Paola, Toye, Ashley M., Satchwell, Timothy J.
Published in British journal of haematology (01.08.2020)
Published in British journal of haematology (01.08.2020)
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Journal Article
Clustering-based spatial analysis (CluSA) framework through graph neural network for chronic kidney disease prediction using histopathology images
Lee, Joonsang, Warner, Elisa, Shaikhouni, Salma, Bitzer, Markus, Kretzler, Matthias, Gipson, Debbie, Pennathur, Subramaniam, Bellovich, Keith, Bhat, Zeenat, Gadegbeku, Crystal, Massengill, Susan, Perumal, Kalyani, Saha, Jharna, Yang, Yingbao, Luo, Jinghui, Zhang, Xin, Mariani, Laura, Hodgin, Jeffrey B., Rao, Arvind
Published in Scientific reports (05.08.2023)
Published in Scientific reports (05.08.2023)
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Journal Article
A Classification Algorithm Based on Discriminative Transfer Feature Learning for Early Diagnosis of Alzheimer’s Disease
Cui, Xinchun, Liu, Yonglin, Du, Jianzong, Sheng, Qinghua, Zheng, Xiangwei, Feng, Yue, Zhuang, Liying, Cui, Xiuming, Wang, Jing, Liu, Xiaoli
Published in Intelligent Computing Theories and Application (2022)
Published in Intelligent Computing Theories and Application (2022)
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Book Chapter
Machine learning assisted intraoperative assessment of brain tumor margins using HRMAS NMR spectroscopy
Cakmakci, Doruk, Karakaslar, Emin Onur, Ruhland, Elisa, Chenard, Marie-Pierre, Proust, Francois, Piotto, Martial, Namer, Izzie Jacques, Cicek, A. Ercument
Published in PLoS computational biology (11.11.2020)
Published in PLoS computational biology (11.11.2020)
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Journal Article
Machine learning assisted DSC-MRI radiomics as a tool for glioma classification by grade and mutation status
Sudre, Carole H., Panovska-Griffiths, Jasmina, Sanverdi, Eser, Brandner, Sebastian, Katsaros, Vasileios K., Stranjalis, George, Pizzini, Francesca B., Ghimenton, Claudio, Surlan-Popovic, Katarina, Avsenik, Jernej, Spampinato, Maria Vittoria, Nigro, Mario, Chatterjee, Arindam R., Attye, Arnaud, Grand, Sylvie, Krainik, Alexandre, Anzalone, Nicoletta, Conte, Gian Marco, Romeo, Valeria, Ugga, Lorenzo, Elefante, Andrea, Ciceri, Elisa Francesca, Guadagno, Elia, Kapsalaki, Eftychia, Roettger, Diana, Gonzalez, Javier, Boutelier, Timothé, Cardoso, M. Jorge, Bisdas, Sotirios
Published in BMC medical informatics and decision making (06.07.2020)
Published in BMC medical informatics and decision making (06.07.2020)
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Journal Article
Edge and cloud computing approaches in the early diagnosis of skin cancer with attention-based vision transformer through hyperspectral imaging
La Salvia, Marco, Torti, Emanuele, Marenzi, Elisa, Danese, Giovanni, Leporati, Francesco
Published in The Journal of supercomputing (01.07.2024)
Published in The Journal of supercomputing (01.07.2024)
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Journal Article
RNA Editing Signatures Powered by Artificial Intelligence: A New Frontier in Differentiating Schizophrenia, Bipolar, and Schizoaffective Disorders
Checa-Robles, Francisco J., Salvetat, Nicolas, Cayzac, Christopher, Menhem, Mary, Favier, Mathieu, Vetter, Diana, Ouna, Ilhème, Nani, João V., Hayashi, Mirian A. F., Brietzke, Elisa, Weissmann, Dinah
Published in International journal of molecular sciences (01.12.2024)
Published in International journal of molecular sciences (01.12.2024)
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Journal Article
Cellphone-Based Hand-Held Microplate Reader for Point-of-Care Testing of Enzyme-Linked Immunosorbent Assays
Berg, Brandon, Cortazar, Bingen, Tseng, Derek, Ozkan, Haydar, Feng, Steve, Wei, Qingshan, Chan, Raymond Yan-Lok, Burbano, Jordi, Farooqui, Qamar, Lewinski, Michael, Di Carlo, Dino, Garner, Omai B, Ozcan, Aydogan
Published in ACS nano (25.08.2015)
Published in ACS nano (25.08.2015)
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Journal Article