| Publication |
Sentence |
Publish Date |
Extraction Date |
Species |
| Gabriela Varga, Lăcrămioara Stoicu-Tivadar, Stelian Nicol. Comparison of Data Classification Results in Serious Gaming for Rehabilitation of Rheumatoid Arthritis. Studies in health technology and informatics. vol 309. 2023-10-31. PMID:37869807. |
also, we create a confusion matrix for a clear visualization of the results. |
2023-10-31 |
2023-11-08 |
Not clear |
| Shaobo Ou-Yang, Shuqin Han, Dan Sun, Hongping Wu, Jianping Chen, Ying Cai, Dongmei Yin, Huidan Ou-Yang, Lan Lia. The preliminary in vitro study and application of deep learning algorithm in cone beam computed tomography image implant recognition. Scientific reports. vol 13. issue 1. 2023-10-30. PMID:37891408. |
accuracy rates, confusion matrix, roc curve, auc, number of model parameters and training times were used to assess the efficacy of these algorithms. |
2023-10-30 |
2023-11-08 |
Not clear |
| Shaobo Ou-Yang, Shuqin Han, Dan Sun, Hongping Wu, Jianping Chen, Ying Cai, Dongmei Yin, Huidan Ou-Yang, Lan Lia. The preliminary in vitro study and application of deep learning algorithm in cone beam computed tomography image implant recognition. Scientific reports. vol 13. issue 1. 2023-10-30. PMID:37891408. |
when used to identify implants, all nine algorithms perform satisfactorily, with resnet152v2 achieving the highest test accuracy, classification accuracy, confusion matrix area under the curve, and receiver operating characteristic curve area under the curve area. |
2023-10-30 |
2023-11-08 |
Not clear |
| Binchao Yu, Wei Liu, Yi Yu. Improved Calibration of Eye-in-Hand Robotic Vision System Based on Binocular Sensor. Sensors (Basel, Switzerland). vol 23. issue 20. 2023-10-30. PMID:37896696. |
however, because of the intrinsic deficiencies of the binocular sensor, such as the circle of confusion and observed error, the accuracy of the calibration matrix between the binocular sensor and the robot end is likely to decline. |
2023-10-30 |
2023-11-08 |
Not clear |
| Binchao Yu, Wei Liu, Yi Yu. Improved Calibration of Eye-in-Hand Robotic Vision System Based on Binocular Sensor. Sensors (Basel, Switzerland). vol 23. issue 20. 2023-10-30. PMID:37896696. |
first, to improve the accuracy of data used for solving the calibration matrix, a circle of confusion rectification method is proposed, which rectifies the position of the pixel in images in order to make the detected geometric feature close to the real situation. |
2023-10-30 |
2023-11-08 |
Not clear |
| Adriel Abraham, Rejath Jose, Jawad Ahmad, Jai Joshi, Thomas Jacob, Aziz-Ur-Rahman Khalid, Hassam Ali, Pratik Patel, Jaspreet Singh, Milan Tom. Comparative Analysis of Machine Learning Models for Image Detection of Colonic Polyps vs. Resected Polyps. Journal of imaging. vol 9. issue 10. 2023-10-27. PMID:37888322. |
the study assessed the models' ability to correctly classify the images into their respective classes using precision, recall, and f1 score generated from confusion matrix analysis and performance graphs. |
2023-10-27 |
2023-11-08 |
Not clear |
| James L Floman, Marc A Brackett, Matthew L LaPalme, Annette R Ponnock, Sigal G Barsade, Aidan Doyl. Development and Validation of an Ability Measure of Emotion Understanding: The Core Relational Themes of Emotion (CORE) Test. Journal of Intelligence. vol 11. issue 10. 2023-10-27. PMID:37888427. |
in study 1, we developed and refined the test items employing a literature review, expert panel, and confusion matrix with a demographically diverse sample. |
2023-10-27 |
2023-11-08 |
Not clear |
| Megumi Tamura, Takeshi Kawamoto, Minoru Ishifuro, Takayuki Tamura, Yoshifumi Masumoto, Masahiro Kenjo, Masao Kiguchi, Kazuo Awai, Yasushi Nagat. Radio Frequency Identification Gate System to Identify Misused Personal Dosimeters. Journal of medical systems. vol 47. issue 1. 2023-10-18. PMID:37851155. |
the system performance was evaluated using a confusion matrix, with an overall accuracy of 97.75%, demonstrating high classification performance. |
2023-10-18 |
2023-11-08 |
Not clear |
| Damte Tegegne Fetene, Tarun Kumar Lohani, Abdella Kemal Mohamme. LULC change detection using support vector machines and cellular automata-based ANN models in Guna Tana watershed of Abay basin, Ethiopia. Environmental monitoring and assessment. vol 195. issue 11. 2023-10-17. PMID:37848752. |
accuracy was assessed using the confusion matrix in arcgis 10.4 produced from ground truth data and google earth pro. |
2023-10-17 |
2023-11-08 |
Not clear |
| Imran Ali Khan, Hannes Birkhofer, Dominik Kunz, Drzewietzki Lukas, Vasily Ploshikhi. A Random Forest Classifier for Anomaly Detection in Laser-Powder Bed Fusion Using Optical Monitoring. Materials (Basel, Switzerland). vol 16. issue 19. 2023-10-14. PMID:37834607. |
the developed anomaly detection model's performance is evaluated using several metrics such as confusion matrix, dice coefficient, accuracy, precision, recall, and intersection-over-union (iou). |
2023-10-14 |
2023-10-15 |
Not clear |
| Praveen Maghelal, Abdulrahim Haroun Ali, Elie Azar, Raja Jayaraman, Kinda Khala. Severity of vehicle-to-vehicle accidents in the UAE: An exploratory analysis using machine learning algorithms. Heliyon. vol 9. issue 10. 2023-10-13. PMID:37829796. |
the rf model outperformed both gb and svm, with the confusion matrix of rf reporting a better prediction for all four crash severity classes. |
2023-10-13 |
2023-10-15 |
Not clear |
| A R Narayani, R Nagalakshm. Assessing spatiotemporal changes in landcover using geospatial and remote sensing techniques in the Southern fringes of Chennai. Environmental monitoring and assessment. vol 195. issue 11. 2023-10-13. PMID:37831415. |
accuracy was assessed using ground-truthing methods, computing the confusion matrix and kappa coefficient. |
2023-10-13 |
2023-10-15 |
Not clear |
| Yumin Jo, Dongheon Lee, Donghyeon Baek, Bo Kyung Choi, Nisan Aryal, Jinsik Jung, Yong Sup Shin, Boohwi Hon. Optimal view detection for ultrasound-guided supraclavicular block using deep learning approaches. Scientific reports. vol 13. issue 1. 2023-10-11. PMID:37821574. |
the performance of the two approaches was evaluated based on a confusion matrix. |
2023-10-11 |
2023-10-15 |
Not clear |
| Fulvia Gennari, Mario Pagano, Alessandra Toncelli, Maria Tiziana Lisanti, Riccardo Paoletti, Pio Federico Roversi, Alessandro Tredicucci, Matteo Giaccon. Terahertz imaging for non-invasive classification of healthy and cimiciato-infected hazelnuts. Heliyon. vol 9. issue 9. 2023-10-09. PMID:37809509. |
the performance of the classification scheme has been assessed through the use of the confusion matrix on 50 samples. |
2023-10-09 |
2023-10-15 |
Not clear |
| Xue Sun, Deng-Ting Zhang, Hui Wang, Cong Zhou, Jian Yang, Dai-Yin Peng, Xiao-Bo Zhan. [Origin identification of Poria cocos based on hyperspectral imaging technology]. Zhongguo Zhong yao za zhi = Zhongguo zhongyao zazhi = China journal of Chinese materia medica. vol 48. issue 16. 2023-10-06. PMID:37802860. |
finally, confusion matrix was employed to evaluate the optimal model, with f1 score as the evaluation standard. |
2023-10-06 |
2023-10-15 |
Not clear |
| Guohong Gao, Chengchao Wang, Jianping Wang, Yingying Lv, Qian Li, Yuxin Ma, Xueyan Zhang, Zhiyu Li, Guanglan Che. CNN-Bi-LSTM: A Complex Environment-Oriented Cattle Behavior Classification Network Based on the Fusion of CNN and Bi-LSTM. Sensors (Basel, Switzerland). vol 23. issue 18. 2023-09-28. PMID:37765771. |
classification performance accuracy is quantified through the application of a confusion matrix. |
2023-09-28 |
2023-10-07 |
human |
| Abdullah A Asiri, Ahmad Shaf, Tariq Ali, Muhammad Ahmad Pasha, Muhammad Aamir, Muhammad Irfan, Saeed Alqahtani, Ahmad Joman Alghamdi, Ali H Alghamdi, Abdullah Fahad A Alshamrani, Magbool Alelyani, Sultan Alamr. Advancing Brain Tumor Classification through Fine-Tuned Vision Transformers: A Comparative Study of Pre-Trained Models. Sensors (Basel, Switzerland). vol 23. issue 18. 2023-09-28. PMID:37765970. |
the performance evaluation of each model is conducted through an extensive analysis encompassing precision, recall, f1-score, accuracy, and confusion matrix metrics. |
2023-09-28 |
2023-10-07 |
Not clear |
| Ziang Zhu, Wayne Parker, Alexander Won. Leveraging deep learning for automatic recognition of microplastics (MPs) via focal plane array (FPA) micro-FT-IR imaging. Environmental pollution (Barking, Essex : 1987). 2023-09-27. PMID:37757933. |
the errors in identification as indicated by a confusion matrix were found to be caused by edge effects, molecular similarity of plastics, and the contamination of standards. |
2023-09-27 |
2023-10-07 |
Not clear |
| Chul-Min Lee, Mimi Kim, Bo-Kyeong Kang, Dae Won Jun, Eileen L Yoo. Discordance diagnosis between B-mode ultrasonography and MRI proton density fat fraction for fatty liver. Scientific reports. vol 13. issue 1. 2023-09-21. PMID:37730972. |
we made a confusion matrix for fl diagnosis between b-usg and mri-pdff and identified four discordant groups as follows: (1) the "ufl-mnfl-wo" group [b-usg fl-mri-pdff no fl without chronic liver disease (cld) or liver cirrhosis (lc)]; (2) the "ufl-mnfl-w" group (b-usg fl-mri-pdff no fl with cld or lc); (3) the "unfl-mfl-wo" group (b-usg no fl-mri-pdff fl without cld or lc); and (4) the "unfl-mfl-w" group (b-usg no fl-mri-pdff fl with cld or lc). |
2023-09-21 |
2023-10-07 |
Not clear |
| Yi Xu, Teng Sun, Shaohong Ding, Jinxin Yu, Xiangcun Kong, Juan Ni, Shuyue Sh. VIDAR-Based Road-Surface-Pothole-Detection Method. Sensors (Basel, Switzerland). vol 23. issue 17. 2023-09-09. PMID:37687924. |
by comparing it with the classical method and using the confusion matrix to judge the correctness, recall and accuracy of the method proposed in this paper, it is verified that the method proposed in this paper can improve the accuracy of monocular vision in detecting potholes in road surfaces. |
2023-09-09 |
2023-10-07 |
Not clear |