Vyzkoušejte nový nástroj s podporou AI
Summon Research Assistant
BETA
Identification and validation of biomarkers in Alzheimer's disease based on machine learning algorithms and single-cell sequencing analysis
Fan, Yun, Wang, XiaoLong, Ling, Yun, Wang, QiuYi, Zhou, XiBin, Li, Kai, Zhou, ChunXiang
Published in Computational biology and chemistry (01.10.2025)
Published in Computational biology and chemistry (01.10.2025)
Get full text
Journal Article
Establish a normal fetal lung gestational age grading model and explore the potential value of deep learning algorithms in fetal lung maturity evaluation
Xia, Tai-Hui, Tan, Man, Li, Jing-Hua, Wang, Jing-Jing, Wu, Qing-Qing, Kong, De-Xing
Published in Chinese medical journal (01.07.2021)
Published in Chinese medical journal (01.07.2021)
Get full text
Journal Article
Marginal Structural Models Using Calibrated Weights With SuperLearner: Application to Type II Diabetes Cohort
Kalia, Sumeet, Saarela, Olli, Chen, Tao, O'Neill, Braden, Meaney, Christopher, Gronsbell, Jessica, Sejdic, Ervin, Escobar, Michael, Aliarzadeh, Babak, Moineddin, Rahim, Pow, Conrad, Sullivan, Frank, Greiver, Michelle
Published in IEEE journal of biomedical and health informatics (01.08.2022)
Published in IEEE journal of biomedical and health informatics (01.08.2022)
Get full text
Journal Article
Predicting polycystic ovary syndrome with machine learning algorithms from electronic health records
Zad, Zahra, Jiang, Victoria S., Wolf, Amber T., Wang, Taiyao, Cheng, J. Jojo, Paschalidis, Ioannis Ch, Mahalingaiah, Shruthi
Published in Frontiers in endocrinology (Lausanne) (2024)
Published in Frontiers in endocrinology (Lausanne) (2024)
Get full text
Journal Article
A New Deep Learning Algorithm for Detecting Spinal Metastases on Computed Tomography Images
Published in Spine (Philadelphia, Pa. 1976)
(15.03.2024)
Get full text
Journal Article
Detection of ankle fractures using deep learning algorithms
Ashkani-Esfahani, Soheil, Mojahed Yazdi, Reza, Bhimani, Rohan, Kerkhoffs, Gino M., Maas, Mario, DiGiovanni, Christopher W., Lubberts, Bart, Guss, Daniel
Published in Foot and ankle surgery (01.12.2022)
Published in Foot and ankle surgery (01.12.2022)
Get full text
Journal Article
Development of a Machine‐Learning Model for Diagnosis of Pancreatic Cancer from Serum Samples Analyzed by Thermal Liquid Biopsy
Hermoso‐Durán, Sonia, Fraunhoffer, Nicolas, Millastre‐Bocos, Judith, Sanchez‐Gracia, Oscar, Garrido, Pablo F., Vega, Sonia, Lanas, Ángel, Iovanna, Juan, Velázquez‐Campoy, Adrián, Abian, Olga
Published in Advanced intelligent systems (01.01.2025)
Published in Advanced intelligent systems (01.01.2025)
Get full text
Journal Article
A machine learning framework for risk prediction of multi-label cardiovascular events based on focused carotid plaque B-Mode ultrasound: A Canadian study
Jamthikar, Ankush, Gupta, Deep, Johri, Amer M., Mantella, Laura E., Saba, Luca, Suri, Jasjit S.
Published in Computers in biology and medicine (01.01.2022)
Published in Computers in biology and medicine (01.01.2022)
Get full text
Journal Article
GA-MADRID: design and validation of a machine learning tool for the diagnosis of Alzheimer’s disease and frontotemporal dementia using genetic algorithms
García-Gutierrez, Fernando, Díaz-Álvarez, Josefa, Matias-Guiu, Jordi A., Pytel, Vanesa, Matías-Guiu, Jorge, Cabrera-Martín, María Nieves, Ayala, José L.
Published in Medical & biological engineering & computing (01.09.2022)
Published in Medical & biological engineering & computing (01.09.2022)
Get full text
Journal Article
NBS-Predict: A prediction-based extension of the network-based statistic
Serin, Emin, Zalesky, Andrew, Matory, Adu, Walter, Henrik, Kruschwitz, Johann D.
Published in NeuroImage (Orlando, Fla.) (01.12.2021)
Published in NeuroImage (Orlando, Fla.) (01.12.2021)
Get full text
Journal Article
Imaging-Based Algorithm for the Local Grading of Glioma
Gates, E.D.H., Lin, J.S., Weinberg, J.S., Prabhu, S.S., Hamilton, J., Hazle, J.D., Fuller, G.N., Baladandayuthapani, V., Fuentes, D.T., Schellingerhout, D.
Published in American journal of neuroradiology : AJNR (01.03.2020)
Published in American journal of neuroradiology : AJNR (01.03.2020)
Get full text
Journal Article
Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation
Wen, Junhao, Thibeau-Sutre, Elina, Diaz-Melo, Mauricio, Samper-González, Jorge, Routier, Alexandre, Bottani, Simona, Dormont, Didier, Durrleman, Stanley, Burgos, Ninon, Colliot, Olivier
Published in Medical image analysis (01.07.2020)
Published in Medical image analysis (01.07.2020)
Get full text
Journal Article
Automated quantification of cerebral edema following hemispheric infarction: Application of a machine-learning algorithm to evaluate CSF shifts on serial head CTs
Chen, Yasheng, Dhar, Rajat, Heitsch, Laura, Ford, Andria, Fernandez-Cadenas, Israel, Carrera, Caty, Montaner, Joan, Lin, Weili, Shen, Dinggang, An, Hongyu, Lee, Jin-Moo
Published in NeuroImage clinical (01.01.2016)
Published in NeuroImage clinical (01.01.2016)
Get full text
Journal Article
Toward a unified framework for interpreting machine-learning models in neuroimaging
Kohoutová, Lada, Heo, Juyeon, Cha, Sungmin, Lee, Sungwoo, Moon, Taesup, Wager, Tor D., Woo, Choong-Wan
Published in Nature protocols (01.04.2020)
Published in Nature protocols (01.04.2020)
Get full text
Journal Article
Machine learning-based analysis of MR radiomics can help to improve the diagnostic performance of PI-RADS v2 in clinically relevant prostate cancer
Wang, Jing, Wu, Chen-Jiang, Bao, Mei-Ling, Zhang, Jing, Wang, Xiao-Ning, Zhang, Yu-Dong
Published in European radiology (01.10.2017)
Published in European radiology (01.10.2017)
Get full text
Journal Article
Stratification of cystic renal masses into benign and potentially malignant: applying machine learning to the bosniak classification
Miskin, Nityanand, Qin, Lei, Matalon, Shanna A., Tirumani, Sree H., Alessandrino, Francesco, Silverman, Stuart G., Shinagare, Atul B.
Published in Abdominal imaging (01.01.2021)
Published in Abdominal imaging (01.01.2021)
Get full text
Journal Article
Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization
Nishio, Mizuho, Nishizawa, Mitsuo, Sugiyama, Osamu, Kojima, Ryosuke, Yakami, Masahiro, Kuroda, Tomohiro, Togashi, Kaori
Published in PloS one (19.04.2018)
Published in PloS one (19.04.2018)
Get full text
Journal Article
Detection and Grading of Gliomas Using a Novel Two-Phase Machine Learning Method Based on MRI Images
Chen, Tao, Xiao, Feng, Yu, Zunpeng, Yuan, Mengxue, Xu, Haibo, Lu, Long
Published in Frontiers in neuroscience (14.05.2021)
Published in Frontiers in neuroscience (14.05.2021)
Get full text
Journal Article