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Feature selection
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Accurate assessment of axillary status after neoadjuvant therapy for breast cancer patients with axil‑ lary lymph node metastasis is important for the selection of appropriate subsequent axillary treatment decisions. Our objectives were to accurately predict whether the breast cancer patients with axillary lymph node metastases could achieve axillary pathological complete response (pCR).
13p
vishanshan
27-06-2024
2
1
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To compare the diagnostic performance of the Node-RADS scoring system and lymph node (LN) size in preoperative LN assessment for rectal cancer (RC), and to investigate whether the selection of size as the primary criterion whereas morphology as the secondary criterion for LNs can be considered the preferred method for clinical assessment.
13p
vikoch
27-06-2024
1
1
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Part 1 book "Power plant equipment operation and maintenance guide" includes content: Gas turbine applications in power stations, gas turbine protective systems, and tests; steam turbine selection for combined cycle power systems; steam turbine maintenance; frequently asked questions about turbine generator balancing, vibration analysis, and maintenance; features enhancing the reliability and maintainability of steam turbines;... and other contents.
388p
dianmotminh03
17-06-2024
2
0
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This study proposes a hybrid multi-filter wrapper method for feature selection of relevant and irredundant features in software defect prediction. The proposed hybrid feature selection will be developed to take advantage of filter-filter and filter-wrapper relationships to give optimal feature subsets, reduce its evaluation cycle and subsequently improve SDP models overall predictive performance in terms of Accuracy, Precision and Recall values.
7p
longtimenosee10
26-04-2024
2
1
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This paper investigates the effectiveness of a swarm intelligence algorithm namely the time-varying binary particle swarm algorithm in finding an optimal subset of the breast cancer dataset’s features. After the feature selection phase, an artificial neural network was used for predicting the presence of malignant lesions in female breasts.
8p
viohoyo
25-04-2024
4
1
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Associative Classification is an interesting approach in data mining to create more accurate and easily interpretable predictive systems. This approach is often built on both association rule mining and classification techniques, to find a set of rules called association rules for classification (CAR) of label attributes.
7p
viohoyo
25-04-2024
2
2
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This paper proposes an evaluation approach for the supply chain network design problems under uncertainty. Existing approaches to this problem are either the deterministic environments or can only address a modest number of scenarios for the uncertain problem parameters. Our solution approach integrates both features; the collective evaluation and the selection of one.
14p
longtimenosee07
29-03-2024
3
1
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Most two-group statistical tests find broad patterns such as overall shifts in mean, median, or variance. These tests may not have enough power to detect effects in a small subset of samples, e.g., a drug that works well only on a few patients.
19p
vibransone
28-03-2024
4
1
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Renal cell carcinoma (RCC) is a heterogeneous disease comprising histologically defned subtypes. For therapy selection, precise subtype identification and individualized prognosis are mandatory, but currently limited. Our aim was to refne subtyping and outcome prediction across main subtypes, assuming that a tumor is composed of molecular features present in distinct pathological subtypes.
19p
viellison
28-03-2024
4
2
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In this paper, the authors propose to use the Sparse Principal Component Analysis (PCA) method to denoise adversarial images. With the experimental results, the authors have demonstrated that the Robust sparse PCA method is effective in selecting and classifying key features of the image to remove unwanted noise present in the input image.
9p
vigojek
02-02-2024
1
1
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Ebook "Materials and processes for solar fuel production" features different approaches to non-biochemical pathways for solar fuel production. This one-of-a-kind book addresses photovoltaics, photocatalytic water splitting for clean hydrogen production and CO2 conversion to hydrocarbon fuel through in-depth comprehensive contributions from a select blend of established and experienced authors from across the world.
246p
nhanphanguyet
28-01-2024
2
2
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Ebook "Applied photochemistry: When light meets molecules" features what happens when light meets molecules. This edited volume contains contributions from an international array of contributors, and it is divided into sections representing a selection of carefully focussed and connected photochemistry topics: energy, technology, medicine, environmental sciences, and art.
536p
lamquandat
28-12-2023
6
2
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Less than 11% of pancreatic cancer patients survive 5-years post-diagnosis. The unique biology of pancreatic cancer includes a significant expansion of its desmoplastic tumor microenvironment, wherein cancerassociated fibroblasts (CAFs) and their self-produced extracellular matrix are key components.
17p
vileonardodavinci
23-12-2023
4
2
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To develop a clinical model for predicting high axillary nodal burden in patients with early breast cancer by integrating ultrasound (US) and clinicopathological features. Our model based on US variables and clinicopathological characteristics demonstrates that can help select patients with≥3 LNs, which can in turn be helpful to predict high axillary nodal burden in early breast cancer patients and prevent unnecessary axillary lymph node dissection.
13p
vileonardodavinci
23-12-2023
9
5
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Breast Cancer (BC) is a formidable global health challenge, and Iran is no exception, with BC accounting for a significant proportion of women’s malignancies. To gain deeper insights into the epidemiological characteristics of BC in Iran, this study employs advanced geospatial techniques and feature selection methods to identify significant risk factors and spatial patterns associated with BC incidence.
22p
vialfrednobel
23-12-2023
6
3
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Ebook "Data mining - A heuristic approach" includes content: From evolution to immune to swarm to a simple introduction to modern heuristics; approximating proximity for fast and robust distance based clustering; on the use of evolutionary algorithms in data mining, the discovery of interesting nuggets using heuristic techniques, estimation of distribution algorithms for feature subset selection in large dimensionality domains,... and other contents.
310p
haojiubujain09
21-11-2023
3
3
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To determine the thyroid anatomical imaging features in people without thyroid disease on ultrasound. Materials and method: A cross-sectional descriptive study was conducted on 172 patients who visited the Can Tho University of Medicine and Pharmacy Hospital from May 2021 to October 2022. Subjects are selected by the convenient sampling method met the selection and exclusion criteria.
7p
vispacex
16-11-2023
5
2
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Continued part 1, part 2 of ebook "Principles of financial modelling: Model design and best practices using Excel and VBA" provides readers with contents including: excel functions and functionality; lookup and reference functions; selected short-cuts and other features; foundations of vba and macros; manipulation and analysis of data sets with vba; working with objects and ranges;...
304p
dangsovu
20-10-2023
13
5
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Ebook "Evolutionary synthesis of pattern recognition systems" includes content: Introduction, feature synthesis for object detection, MDL based efficient genetic programming for object detection, feature selection for object detection, evolutionary feature synthesis for object recognition,... and other contents.
314p
haojiubujain07
20-09-2023
3
3
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Ebook "Statistical pattern recognition" includes content: Introduction to statistical pattern recognition, density estimation – parametric, density estimation – nonparametric, linear discriminant analysis, nonlinear discriminant analysis – kernel methods, nonlinear discriminant analysis – projection methods, tree-based methods, performance, feature selection and extraction, clustering, additional topics,... and other contents.
515p
haojiubujain07
20-09-2023
3
2
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