Search Results - Classification algorithms

Photoplethysmography temporal marker-based machine learning classifier for anesthesia drug detection. by Khalid, Syed Ghufran, Ali, Syed Mehmood, Liu, Haipeng, Qurashi, Aisha Ghazal, Ali, Uzma

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Depression diagnosis using machine intelligence based on spatiospectrotemporal analysis of multi-channel EEG. by Nassibi, Amir, Papavassiliou, Christos, Atashzar, S. Farokh

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Abdominal vessel segmentation using vessel model embedded fuzzy C-means and similarity from CT angiography. by Ma, Shuang, Feng, Chaolu, Yang, Jinzhu, Sun, Qi, Yuan, Yuliang, Huang, Yan, Tan, Wenjun

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Comparing lesion and feature selections to predict progression in newly diagnosed DLBCL patients with FDG PET/CT radiomics features. by Eertink, Jakoba J., Zwezerijnen, Gerben J. C., Cysouw, Matthijs C. F., Wiegers, Sanne E., Pfaehler, Elisabeth A. G., Lugtenburg, Pieternella J., van der Holt, Bronno, Hoekstra, Otto S., de Vet, Henrica C. W., Zijlstra, Josée M., Boellaard, Ronald

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Application of artificial intelligence in nuclear medicine and molecular imaging: a review of current status and future perspectives for clinical translation. by Visvikis, Dimitris, Lambin, Philippe, Beuschau Mauridsen, Kim, Hustinx, Roland, Lassmann, Michael, Rischpler, Christoph, Shi, Kuangyu, Pruim, Jan

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Introducing a gatekeeping system for amyloid status assessment in mild cognitive impairment. by Doering, E., Hoenig, M. C., Bischof, G. N., Bohn, K. P., Ellingsen, L. M., van Eimeren, T., Drzezga, A.

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Diffuse glioma, not otherwise specified: imaging-based risk stratification achieves histomolecular-level prognostication. by Jang, Eun Bee, Kim, Ho Sung, Park, Ji Eun, Park, Seo Young, Nam, Yeo Kyung, Nam, Soo Jung, Kim, Young-Hoon, Kim, Jeong Hoon

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In focus in HCB. by Taatjes, Douglas J., Roth, Jürgen

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Evaluation of classifications of the monopodial bronchopulmonary vasculature using clustering methods. by Labode, Jonas, Dullin, Christian, Wagner, Willi L., Myti, Despoina, Morty, Rory E., Mühlfeld, Christian

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Radiomics-based machine learning (ML) classifier for detection of type 2 diabetes on standard-of-care abdomen CTs: a proof-of-concept study. by Wright, Darryl E., Mukherjee, Sovanlal, Patra, Anurima, Khasawneh, Hala, Korfiatis, Panagiotis, Suman, Garima, Chari, Suresh T., Kudva, Yogish C., Kline, Timothy L., Goenka, Ajit H.

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Preoperative prediction of invasive behavior of pancreatic solid pseudopapillary neoplasm by MRI-based multiparametric radiomics models. by Liang, Xiuqun, He, Wenguang, Huang, Chencui, Feng, Zhan, Guan, Xiaohui, Liu, Ying, Sun, Zeyong, Li, Zhi

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Artificial intelligence software standardizes electrogram‐based ablation outcome for persistent atrial fibrillation. by Seitz, Julien, Durdez, Théophile Mohr, Albenque, Jean P., Pisapia, André, Gitenay, Edouard, Durand, Cyril, Monteau, Jacques, Moubarak, Ghassan, Théodore, Guillaume, Lepillier, Antoine, Zhao, Alexandre, Bremondy, Michel, Maluski, Alexandre, Cauchemez, Bruno, Combes, Stéphane, Guyomar, Yves, Heuls, Sébastien, Thomas, Olivier, Penaranda, Guillaume, Siame, Sabrina

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A Computer-Aided Diagnosis System of Fetal Nucleated Red Blood Cells With Convolutional Neural Network. by Chao Sun, Ruijie Wang, Lanbo Zhao, Lu Han, Sijia Ma, Dongxin Liang, Lei Wang, Xiaoqian Tuo, Yu Zhang, Dexing Zhong, Qiling Li

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Application of Sandwich Teaching Method Based on Network Platform in Rehabilitation Nursing Teaching in Postepidemic Era. by Zhang, Weiwei, Yao, Tian, Dong, Guanzhong

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Identifying the tumor location-associated candidate genes in development of new drugs for colorectal cancer using machine-learning-based approach. by Bayrak, Tuncay, Çetin, Zafer, Saygılı, E. İlker, Ogul, Hasan

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Self-supervised patient-specific features learning for OCT image classification. by Fang, Leyuan, Guo, Jiahuan, He, Xingxin, Li, Muxing

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A comparative study of classification methods for designing a pictorial P300-based authentication system. by Rathi, Nikhil, Singla, Rajesh, Tiwari, Sheela

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Deep Reinforcement Learning with Automated Label Extraction from Clinical Reports Accurately Classifies 3D MRI Brain Volumes. by Stember, Joseph Nathaniel, Shalu, Hrithwik

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Natural Language Processing for Imaging Protocol Assignment: Machine Learning for Multiclass Classification of Abdominal CT Protocols Using Indication Text Data. by Xavier, Brian Arun, Chen, Po-Hao

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Day-level relationships between work, physical activity, and well-being: Testing the physical activity-mediated demand-control (pamDC) model. by Abdel Hadi, Sascha, Mojzisch, Andreas, Krumm, Stefan, Häusser, Jan A.

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