Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition [PDF]
We study the problem of named entity recognition (NER) from electronic medical records, which is one of the most fundamental and critical problems for medical text mining. Medical records which are written by clinicians from different specialties usually contain quite different terminologies and writing styles.
arxiv
Molecular and functional profiling unravels targetable vulnerabilities in colorectal cancer
We used whole exome and RNA‐sequencing to profile divergent genomic and transcriptomic landscapes of microsatellite stable (MSS) and microsatellite instable (MSI) colorectal cancer. Alterations were classified using a computational score for integrative cancer variant annotation and prioritization.
Efstathios‐Iason Vlachavas+15 more
wiley +1 more source
WORKING OUT OF MAIN EXEMPLARY EDUCATIONAL PROGRAMS FOR BACHELORS, MASTERS AND SPECIALISTS IN THE FIELD OF CONSTRUCTION [PDF]
Introduction. The system of higher education in Russia is in the state of permanent transformation. During the recent period the aim of transformations has been adapting professional educational programs to the demands of community of professionals.
Mikhail P. Sainov, Evgenii V. Korolev
doaj
Integration of higher IT education in Ukraine in the global IT-educational space [PDF]
The article presents the results of a study of the current state of higher IT education system in Ukraine. The problems of reforming higher IT education system of Ukraine in accordance with the commitments made by Ukraine in connection with the ratification of the EU-Ukraine Agreement Law of Ukraine N 1678-VII of September 16, 2014. An indicator of the
arxiv
Peripheral blood proteome biomarkers distinguish immunosuppressive features of cancer progression
Immune status significantly influences cancer progression. This study used plasma proteomics to analyze benign 67NR and malignant 4T1 breast tumor models at early and late tumor stages. Immune‐related proteins–osteopontin (Spp1), lactotransferrin (Ltf), calreticulin (Calr) and peroxiredoxin 2 (Prdx2)–were associated with systemic myeloid‐derived ...
Yeon Ji Park+6 more
wiley +1 more source
Legal education: challenges of the time and ways to overcome them
Background. Modern Russian legal education is at a turning point. In this regard, the choice of further ways of its development is of great importance, which determines the relevance of the research topic.
V.V. Goshulyak
doaj +1 more source
Medical Doctors' Knowledge of Dental Specialty: Implication for Referral [PDF]
The research goal is to assess Medical Doctors' knowledge of the various dental specialties and to determine if their past dental experience affects their level of knowledge.
C.C. Azodo+3 more
doaj
Specialty-Aware Task Assignment in Spatial Crowdsourcing [PDF]
With the rapid development of Mobile Internet, spatial crowdsourcing is gaining more and more attention from both academia and industry. In spatial crowdsourcing, spatial tasks are sent to workers based on their locations. A wide kind of tasks in spatial crowdsourcing are specialty-aware, which are complex and need to be completed by workers with ...
arxiv
Classification of acute myeloid leukemia based on multi‐omics and prognosis prediction value
The Unsupervised AML Multi‐Omics Classification System (UAMOCS) integrates genomic, methylation, and transcriptomic data to categorize AML patients into three subtypes (UAMOCS1‐3). This classification reveals clinical relevance, highlighting immune and chromosomal characteristics, prognosis, and therapeutic vulnerabilities.
Yang Song+13 more
wiley +1 more source
O presente trabalho visa a uma análise comparativa das noções de "esfera", de Bakhtin (1992, 1999), e de "espaço discursivo", de Pêcheux (1997), com o intuito de elucidar o tratamento conferido à espacialidade pelos mencionados autores.
Renata Silva
doaj