Resultados de búsqueda - Classification algorithms

Clinical value of radiomics and machine learning in breast ultrasound: a multicenter study for differential diagnosis of benign and malignant lesions. por Romeo, Valeria, Cuocolo, Renato, Apolito, Roberta, Stanzione, Arnaldo, Ventimiglia, Antonio, Vitale, Annalisa, Verde, Francesco, Accurso, Antonello, Amitrano, Michele, Insabato, Luigi, Gencarelli, Annarita, Buonocore, Roberta, Argenzio, Maria Rosaria, Cascone, Anna Maria, Imbriaco, Massimo, Maurea, Simone, Brunetti, Arturo

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AI Integration in the Clinical Workflow. por Blezek, Daniel J., Olson-Williams, Lonny, Missert, Andrew, Korfiatis, Pangiotis

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Utility of machine learning of apparent diffusion coefficient (ADC) and T2-weighted (T2W) radiomic features in PI-RADS version 2.1 category 3 lesions to predict prostate cancer dia... por Lim, Christopher S., Abreu-Gomez, Jorge, Thornhill, Rebecca, James, Nick, Al Kindi, Ahmed, Lim, Andrew S., Schieda, Nicola

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Feasibility on the Use of Radiomics Features of 11[C]-MET PET/CT in Central Nervous System Tumours: Preliminary Results on Potential Grading Discrimination Using a Machine Learning... por Russo, Giorgio, Stefano, Alessandro, Alongi, Pierpaolo, Comelli, Albert, Catalfamo, Barbara, Mantarro, Cristina, Longo, Costanza, Altieri, Roberto, Certo, Francesco, Cosentino, Sebastiano, Sabini, Maria Gabriella, Richiusa, Selene, Vincenzo Barbagallo, Giuseppe Maria, Ippolito, Massimo

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Assessment of Digital Pathology Imaging Biomarkers Associated with Breast Cancer Histologic Grade. por Lagree, Andrew, Shiner, Audrey, Alera, Marie Angeli, Fleshner, Lauren, Law, Ethan, Law, Brianna, Fang-I Lu, Dodington, David, Gandhi, Sonal, Slodkowska, Elzbieta A., Shenfield, Alex, Jerzak, Katarzyna J., Sadeghi-Naini, Ali, Tran, William T.

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Machine learning with neuroimaging data to identify autism spectrum disorder: a systematic review and meta-analysis. por Song, Da-Yea, Topriceanu, Constantin-Cristian, Ilie-Ablachim, Denis C., Kinali, Maria, Bisdas, Sotirios

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Longitudinal structural and perfusion MRI enhanced by machine learning outperforms standalone modalities and radiological expertise in high-grade glioma surveillance. por Siakallis, Loizos, Sudre, Carole H., Mulholland, Paul, Fersht, Naomi, Rees, Jeremy, Topff, Laurens, Thust, Steffi, Jager, Rolf, Cardoso, M. Jorge, Panovska-Griffiths, Jasmina, Bisdas, Sotirios

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Validation of a new approach for distinguishing anesthetized from awake state in patients using directed transfer function applied to raw EEG. por Juel, Bjørn E., Romundstad, Luis, Storm, Johan F., Larsson, Pål G.

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Prevalence and predicting factors of perceived stress among Bangladeshi university students using machine learning algorithms. por Rois, Rumana, Ray, Manik, Rahman, Atikur, Roy, Swapan K.

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A novel method to reduce the motor imagery BCI illiteracy. por Wang, Tingting, Du, Shengzhi, Dong, Enzeng

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Sparse algorithms for EEG source localization. por Mannepalli, Teja, Routray, Aurobinda

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Machine learning-enabled predictive modeling to precisely identify the antimicrobial peptides. por Wani, Mushtaq Ahmad, Garg, Prabha, Roy, Kuldeep K.

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Augmented sequence features and subcellular localization for functional characterization of unknown protein sequences. por Agrawal, Saurabh, Sisodia, Dilip Singh, Nagwani, Naresh Kumar

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Novelty detection-based approach for Alzheimer's disease and mild cognitive impairment diagnosis from EEG. por Cejnek, Matous, Vysata, Oldrich, Valis, Martin, Bukovsky, Ivo

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Use of Artificial Intelligence: A Literature Review on Characteristics of Computer-Aided Detection and Diagnosis Systems Used in the Diagnosis of Lung Cancer by Computed Tomography... por Slowinski, Tomasz, Fridell, Kent

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Structural and functional radiomics for lung cancer. por Wu, Guangyao, Jochems, Arthur, Refaee, Turkey, Ibrahim, Abdalla, Yan, Chenggong, Sanduleanu, Sebastian, Woodruff, Henry C., Lambin, Philippe

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Radiomics-based differentiation between glioblastoma and primary central nervous system lymphoma: a comparison of diagnostic performance across different MRI sequences and machine... por Bathla, Girish, Priya, Sarv, Liu, Yanan, Ward, Caitlin, Le, Nam H., Soni, Neetu, Maheshwarappa, Ravishankar Pillenahalli, Monga, Varun, Zhang, Honghai, Sonka, Milan

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Imaging considerations for thermal and radiotherapy ablation of primary and metastatic renal cell carcinoma. por Haroon, Mohammad, Sathiadoss, Paul, Hibbert, Rebecca M., Jeyaraj, Satheesh Krishna, Lim, Christopher, Schieda, Nicola

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Artificial Intelligence and Mapping a New Direction in Laboratory Medicine: A Review. por Herman, Daniel S., Rhoads, Daniel D., Schulz, Wade L., Durant, Thomas J. S.

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CloneRetriever: An Automated Algorithm to Identify Clonal B and T Cell Gene Rearrangements by Next-Generation Sequencing for the Diagnosis of Lymphoid Malignancies. por Halper-Stromberg, Eitan, McCall, Chad M., Haley, Lisa M., Ming-Tseh Lin, Vogt, Samantha, Gocke, Christopher D., Eshleman, James R., Stevens, Wendy, Martinson, Neil A., Epeldegui, Marta, Holdhoff, Matthias, Bettegowda, Chetan, Glantz, Michael J., Ambinder, Richard F., Xian, Rena R.

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