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A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity
Goodman-Meza, David, Rudas, Akos, Chiang, Jeffrey N., Adamson, Paul C., Ebinger, Joseph, Sun, Nancy, Botting, Patrick, Fulcher, Jennifer A., Saab, Faysal G., Brook, Rachel, Eskin, Eleazar, An, Ulzee, Kordi, Misagh, Jew, Brandon, Balliu, Brunilda, Chen, Zeyuan, Hill, Brian L., Rahmani, Elior, Halperin, Eran, Manuel, Vladimir
Published in PloS one (22.09.2020)
Published in PloS one (22.09.2020)
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Journal Article
A Synergistic Approach to Colon Cancer Detection: Leveraging EfficientNet and NSGA-II for Enhanced Diagnostic Performance
Saba, Noushin, Zafar, Afia, Suleman, Mohsin, Zafar, Kainat, Zafar, Shahneer, Saleem, Adil Ali, Siddiqui, Hafeez Ur Rehman, Iqbal, Muhammad, Ullah, Syed Sajid
Published in IEEE access (01.01.2024)
Published in IEEE access (01.01.2024)
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Journal Article
The development an artificial intelligence algorithm for early sepsis diagnosis in the intensive care unit
Yuan, Kuo-Ching, Tsai, Lung-Wen, Lee, Ko-Han, Cheng, Yi-Wei, Hsu, Shou-Chieh, Lo, Yu-Sheng, Chen, Ray-Jade
Published in International journal of medical informatics (Shannon, Ireland) (01.09.2020)
Published in International journal of medical informatics (Shannon, Ireland) (01.09.2020)
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Journal Article
AI-Driven Diagnostic Assistance in Medical Inquiry: Reinforcement Learning Algorithm Development and Validation
Zou, Xuan, He, Weijie, Huang, Yu, Ouyang, Yi, Zhang, Zhen, Wu, Yu, Wu, Yongsheng, Feng, Lili, Wu, Sheng, Yang, Mengqi, Chen, Xuyan, Zheng, Yefeng, Jiang, Rui, Chen, Ting
Published in Journal of medical Internet research (23.08.2024)
Published in Journal of medical Internet research (23.08.2024)
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Journal Article
A systematic review of the diagnostic accuracy of artificial intelligence-based computer programs to analyze chest x-rays for pulmonary tuberculosis
Harris, Miriam, Qi, Amy, Jeagal, Luke, Torabi, Nazi, Menzies, Dick, Korobitsyn, Alexei, Pai, Madhukar, Nathavitharana, Ruvandhi R., Ahmad Khan, Faiz
Published in PloS one (03.09.2019)
Published in PloS one (03.09.2019)
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Journal Article
Rapid breath analysis for acute respiratory distress syndrome diagnostics using a portable two-dimensional gas chromatography device: Rapid breath analysis for acute respiratory distress syndrome diagnostics using a portable two-dimensional gas chromatography device
Zhou, Menglian, Sharma, Ruchi, Zhu, Hongbo, Li, Ziqi, Li, Jiliang, Wang, Shiyu, Bisco, Erin, Massey, Justin, Pennington, Amanda, Sjoding, Michael, Dickson, Robert P., Park, Pauline, Hyzy, Robert, Napolitano, Lena, Gillies, Christopher E., Ward, Kevin R., Fan, Xudong
Published in Analytical and bioanalytical chemistry (01.09.2019)
Published in Analytical and bioanalytical chemistry (01.09.2019)
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Journal Article
Investigations on Brain Tumor Classification Using Hybrid Machine Learning Algorithms
Rinesh, S., Maheswari, K., Arthi, B., Sherubha, P., Vijay, A., Sridhar, S., Rajendran, T., Waji, Yosef Asrat
Published in Journal of healthcare engineering (14.02.2022)
Published in Journal of healthcare engineering (14.02.2022)
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Journal Article
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
Integrating machining learning and multimodal neuroimaging to detect schizophrenia at the level of the individual
Lei, Du, Pinaya, Walter H. L., Young, Jonathan, Amelsvoort, Therese, Marcelis, Machteld, Donohoe, Gary, Mothersill, David O., Corvin, Aiden, Vieira, Sandra, Huang, Xiaoqi, Lui, Su, Scarpazza, Cristina, Arango, Celso, Bullmore, Ed, Gong, Qiyong, McGuire, Philip, Mechelli, Andrea
Published in Human brain mapping (01.04.2020)
Published in Human brain mapping (01.04.2020)
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Journal Article
Common pre-diagnostic features in individuals with different rare diseases represent a key for diagnostic support with computerized pattern recognition?
Grigull, Lorenz, Mehmecke, Sandra, Rother, Ann-Katrin, Blöß, Susanne, Klemann, Christian, Schumacher, Ulrike, Mücke, Urs, Kortum, Xiaowei, Lechner, Werner, Klawonn, Frank
Published in PloS one (10.10.2019)
Published in PloS one (10.10.2019)
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Journal Article
Application of improved Unet network in the recognition and segmentation of lung CT images in patients with pneumoconiosis
Zhou, Zhengsong, Li, Xin, Ji, Hongbo, Xu, Xuanhan, Chang, Zongqi, Wu, Keda, Song, Yangyang, Kao, Mingkun, Chen, Hongjun, Wu, Dongsheng, Zhang, Tao
Published in BMC medical imaging (19.08.2024)
Published in BMC medical imaging (19.08.2024)
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Journal Article
Synthetic data in machine learning for medicine and healthcare
Chen, Richard J., Lu, Ming Y., Chen, Tiffany Y., Williamson, Drew F. K., Mahmood, Faisal
Published in Nature biomedical engineering (01.06.2021)
Published in Nature biomedical engineering (01.06.2021)
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Journal Article
Classification of pancreatic cystic neoplasms using radiomic feature analysis is equivalent to an experienced academic radiologist: a step toward computer-augmented diagnostics for radiologists
Chu, Linda C., Park, Seyoun, Soleimani, Sahar, Fouladi, Daniel F., Shayesteh, Shahab, He, Jin, Javed, Ammar A., Wolfgang, Christopher L., Vogelstein, Bert, Kinzler, Kenneth W., Hruban, Ralph H., Afghani, Elham, Lennon, Anne Marie, Fishman, Elliot K., Kawamoto, Satomi
Published in Abdominal imaging (01.12.2022)
Published in Abdominal imaging (01.12.2022)
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Journal Article