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PLoS ONE
Research Hotspot & Journal Scope - classification


PLoS ONE - DOI: 10.1371/journal.pone.0211347
Label-free classification of cells based on supervised machine learning of subcellular structures

Yusuke Ozaki · Hidenao Yamada · Hirotoshi Kikuchi · Amane Hirotsu · Tomohiro Murakami · Tomohiro Matsumoto · Toshiki Kawabata · Yoshihiro Hiramatsu · Kinji Kamiya · Toyohiko Yamauchi · Kentaro Goto · Yukio Ueda · Shigetoshi Okazaki · Masatoshi Kitagawa · Hiroya Takeuchi · Hiroyuki Konno ·

Computer Science Medicine
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PLoS ONE - DOI: 10.1371/journal.pone.0210314
Classification of patients with bipolar disorder using k-means clustering

Lorena de la Fuente-Tomas · Belen Arranz · Gemma Safont · Pilar Sierra · Monica Sanchez-Autet · Ana Garcia-Blanco · Maria P Garcia-Portilla ·

Medicine
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PLoS ONE - DOI: 10.1371/journal.pone.0212127
Leukemia multiclass assessment and classification from Microarray and RNA-seq technologies integration at gene expression level

Daniel Castillo · Juan Manuel Galvez · Luis J Herrera · Fernando Rojas · Olga Valenzuela · Octavio Caba · Jose Prados · Ignacio Rojas ·

Computer Science Medicine
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PLoS ONE - DOI: 10.1371/journal.pone.0216071
Comprehensive genomic survey, structural classification and expression analysis of C2H2 zinc finger protein gene family in Brassica rapa L.

Intikhab Alam · Khadija Batool · Dong-Li Cui · Yan-Qing Yang · Yun-Hai Lu ·

Biology Medicine
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PLoS ONE - DOI: 10.1371/journal.pone.0222570
Clavien–Dindo classification for grading complications after total pharyngolaryngectomy and free jejunum transfer

Shimpei Miyamoto · Junichi Nakao · Takuya Higashino · Seiichi Yoshimoto · Ryuichi Hayashi · Minoru Sakuraba ·

Medicine
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However, this imaging classification did not correlate with the biopsy-based BM cellularity measure.

Evaluating and monitoring bone marrow hypoplasia in adults with aplastic anemia via high-resolution iliac magnetic resonance imaging in the current era [10.1097/MD.0000000000018214]


This dilemma is especially relevant in breast cancer, where therapy is based on traditional classification schemes, including histological criteria, differentiation status, and classical receptor markers.

The Stem Cell Phenotype of Aggressive Breast Cancer Cells [10.3390/cancers11030340]


FDI tests are executed using k-nearest neighbor classification, which is used as a verification method for test designs and sensor networks that result in high correct classification rates.

Optimal Selection of Tests for Active Fault Diagnosis Using Integer Programming [10.1016/B978-0-12-818597-1.50053-9]


Reproducibility for the classification of transtrochanteric fractures presented variable results and was influenced by factors such as the type of classification, the use of the simplified or complete classification, the specialty of the evaluator, his experience, and the methodology proposed by the works.

Does Computed Tomography Improve Reproducibility in the Classification of Transtrochanteric Fractures? ∗ [10.1055/s-0039-1693045]


Text classification are used in many aspect of technologies such as spam classification, news categorization, Auto-correct texting.

Spam Classification on 2019 Indonesian President Election Youtube Comments Using Multinomial Naïve-Bayes [10.24014/ijaidm.v2i1.6445]


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