Results 21 to 30 of about 3,188,697 (327)

Table 6: Comparison of accuracy and weighted F1-score.

, 2021

openalex   +2 more sources

Bayesian method for comparing F1 scores in the absence of a gold standard

Journal of Biopharmaceutical Statistics
In the field of medicine, evaluating the diagnostic performance of new diagnostic methods can be challenging, especially in the absence of a gold standard. This study proposes a methodology for assessing the performance of diagnostic tests by estimating the posterior distribution of the F1 score using latent class analysis, without relying on a gold ...
Junsuke Tamura, Yusuke Saigusa, Junichi Fujita, Kouji Yamamoto   +3 more
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Piscis: a novel loss estimator of the F1 score enables accurate spot detection in fluorescence microscopy images via deep learning

AbstractSingle-molecule RNA fluorescencein situhybridization (RNA FISH)-based spatial transcriptomics methods have enabled the accurate quantification of gene expression at single-cell resolution by visualizing transcripts as diffraction-limited spots.
Zijian Niu, Aoife O’Farrell, Jingxin Li, Sam Reffsin, Naveen K. Jain, Ian Dardani, Yogesh Goyal, Arjun Raj   +7 more
openalex   +3 more sources

High-F1-score Recognition of Input Gestures while Holding Smartphone by Reducing False Detection Due to Walking Noise [PDF]

Sensors and Materials, 2022
Ryo Katsuma, Tomoaki Amiya
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Maximum F1-Score Training for End-to-End Mispronunciation Detection and Diagnosis of L2 English Speech [PDF]

2022 IEEE International Conference on Multimedia and Expo (ICME), 2022
Bicheng Yan, Hsin-Wei Wang, Shaowei Jiang, Fu-An Chao, Berlin Chen   +4 more
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STUDY TIME CLASSIFICATION OF MATHEMATICS AND INFORMATION TECHNOLOGY DEPARTMENT OF KALIMANTAN INSTITUTE OF TECHNOLOGY USING NAÏVE BAYES ALGORITHM

Barekeng, 2023
Institut Teknologi Kalimantan (ITK) is one of the state universities in Indonesia which has 5 majors, one of them is the Department of Mathematics and Information Technology (JMTI).
Fatrysia Wikarya Sucipto, Ramadhan Paninggalih, Indira Anggriani   +2 more
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Extending F1 metric, probabilistic approach [PDF]

Advances in Artificial Intelligence and Machine Learning, 2022
This article explores the extension of well-known F1 score used for assessing the performance of binary classifiers. We propose the new metric using probabilistic interpretation of precision, recall, specificity, and negative predictive value.
Mikolaj Sitarz
semanticscholar   +1 more source

Comparative analysis of models predicting the risks of early poor outcome of deceased-donor liver transplantation: a retrospective single-center study

Трансплантология (Москва), 2023
Rationale. The risk of early graft loss determines the specifics and plan of anesthesiological assistance, intensive therapy, and overall the feasibility of liver transplantation.
A. I. Sushkov, M. V. Popov, V. S. Rudakov, D. S. Svetlakova, A. N. Pashkov, A. S. Lukianchikova, M. Muktarzhan, K. K. Gubarev, V. E. Syutkin, A. I. Artemyev, S. E. Voskanyan   +10 more
doaj   +1 more source

Automated Classification of Atherosclerotic Radiomics Features in Coronary Computed Tomography Angiography (CCTA)

Diagnostics, 2022
Radiomics is the process of extracting useful quantitative features of high-dimensional data that allows for automated disease classification, including atherosclerotic disease.
Mardhiyati Mohd Yunus, Ahmad Khairuddin Mohamed Yusof, Muhd Zaidi Ab Rahman, Xue Jing Koh, Akmal Sabarudin, Puteri N. E. Nohuddin, Kwan Hoong Ng, Mohd Mustafa Awang Kechik, Muhammad Khalis Abdul Karim   +8 more
doaj   +1 more source

Benchmarking Low-Frequency Variant Calling With Long-Read Data on Mitochondrial DNA

Frontiers in Genetics, 2022
Background: Sequencing quality has improved over the last decade for long-reads, allowing for more accurate detection of somatic low-frequency variants. In this study, we used mixtures of mitochondrial samples with different haplogroups (i.e., a specific
Theresa Lüth, Susen Schaake, Anne Grünewald, Anne Grünewald, Patrick May, Joanne Trinh, Hansi Weissensteiner   +6 more
doaj   +1 more source