Brnn-gru, CORD-19

BRNN-GRU Model Trained using CORD-19 Dataset

@kaggle.ekaakurniawan_brnngru_cord19_v19

Table List

1 table(37.18 MB)

Predictions

@kaggle.ekaakurniawan_brnngru_cord19_v19.predictions

37.18 MB
29094 rows
9 columns

paper_id Paper Id	publication_name Publication Name	dataset_category Dataset Category	training_class Training Class	prediction_class Prediction Class	prediction_score Prediction Score	title Title	abstract Abstract	conclusion Conclusion
d44b7383ad5083333cbd585feb68929971829f83	custom_license	training	risk	risk	1	Viral Etiologies of Infant Bronchiolitis, Croup, and Upper Respiratory Illness during Four Consecutive Years	Methods-This prospective cohort enrolled previously healthy term infants during inpatient or outpatient visits for acute upper respiratory illness (URI) or bronchiolitis during September -May 2004-2008. Illness severity was determined using an ordinal bronchiolitis severity score. Common respiratory…	nan
4a487430085a45904f4463e6e462a63f98adefad	custom_license	training	genetics	genetics	1	Original Contributions COMPARATIVE STUDY OF PATIENTS WITH AND WITHOUT SARS WHO FULFILLED THE WHO SARS CASE DEFINITION	e Abstract-To differentiate severe acute respiratory syndrome (SARS) from non-SARS illness, we retrospectively compared 53 patients with probable SARS and 31 patients with non-SARS who were admitted to Mackay Memorial Hospital from April 27 to June 16, 2003. Fever (> 38°C) was the earliest symptom (…	According to our findings in SARS and non-SARS, a high fever (Ͼ 38°C) that precedes the onset of cough by several days; an initially normal or decreased leukocyte count; lymphopenia and thrombocytopenia; elevated LDH; and air space opacities on initial chest X-rays are suggestive of SARS. If these f…
d95fb677837e1d2572cfdc7dd95a630d5f64930d	custom_license	training	risk	risk	1	Global health diplomacy: An integrative review of the literature and implications for nursing	The increasing interconnectedness of the world and the factors that affect health lay the foundation for the evolving practice of global health diplomacy. There has been limited discussion in the nursing literature about the concept of global health diplomacy or the role of nurses in such initiative…	nan
f06464ad85213734221855266c44ab624153f056	custom_license	training	risk	risk	1	Pandemic influenza A(H1N1) virus infection in solid organ transplant recipients: impact of viral and non-viral co-infection and The Novel influenza A(H1N1) Study Group of the Spanish Network for Research in Infectious Diseases (REIPI	Solid organ transplant recipients (SOTR) are at risk of serious influenza-related complications. The impact of respiratory co-infection in SOTR with 2009 pandemic influenza A(H1N1) is unknown. A multicentre prospective study of consecutive cases of pandemic influenza A(H1N1) in SOTR was carried out …	nan
ce6133dcbb5290e0cb38fff1c47c23545512f190	custom_license	training	genetics	genetics	1	Next-generation direct-acting influenza therapeutics	nan	Influenza viruses continue to present a major threat to human health globally. In the past year, the first new drug class in over 2 decades was approved for influenza therapy, providing a much-needed expansion of the available antiviral arsenal. However, low genetic barriers of both neuraminidase an…
17b84900181707a7c4fbcc4c5a4dad6cb56e290b	custom_license	training	risk	risk	1	REVUE FRANCAISE D'ALLERGOLOGIE ET D'IMMUNOLOGIE CLINIQUE I pidemiologie de I'asthme grave	La fr4quence de l'asthme grave peut 8tre appr6cide au travers des statistiques de mortalit4, d'hospitalisation et des enqu4tes 6pid6miologiques. Les facteurs de risque d'asthme grave, souvent intriquds, concernent le patient lui-mSme (age, niveau socio-6conomique, d6ni de la maladie, d4pression, gra…	nan
7eb12441cad340422ae9898395921454bbd3d5db	custom_license	training	host	host	1	Postviral Complications: Bacterial Pneumonia	Several excellent reviews have been published of the current mechanistic understanding of how viral infections increase susceptibility to secondary bacterial pneumonias. 46-49 Thus, this article provides only a brief overview, with a primary focus on virally mediated effects on pulmonary host defens…	nan
8c4bcff580c73de53f04e6b56b2acf4379e53104	custom_license	training	genetics	genetics	1	Angiotensin converting enzyme 2 in the brain: properties and future directions	Angiotensin (Ang) converting enzyme (ACE) 2 cleaves Ang-II into the vasodilator peptide Ang-(1-7), thus acting as a pivotal element in balancing the local effects of these peptides. ACE2 has been identified in various tissues and is supposed to be a modulator of cardiovascular function. Decreases in…	nan
9b4169c1ace45a318ef354affcb9b466feed7e74	custom_license	training	genetics	genetics	1	Display technologies: application for the discovery of drug and gene delivery agents	Recognition of molecular diversity of cell surface proteomes in disease is essential for the development of targeted therapies. Progress in targeted therapeutics requires establishing effective approaches for high-throughput identification of agents specific for clinically relevant cell surface mark…	nan
87c86810006f4b78602d0388d01a831de81bd52e	custom_license	training	genetics	genetics	1	Synthesis and biological evaluation of 3-acyl-2-phenylamino-1,4- dihydroquinolin-4(1H)-one derivatives as potential MERS-CoV inhibitors	A R T I C L E I N F O MERS-CoV RNA virus 3-Acyl-2-amino-1,4-dihydroquinolin-4(1H)ones Inhibitor SAR optimization A B S T R A C T 3-Acyl-2-phenylamino-1,4-dihydroquinolin-4(1H)-one derivatives were synthesized and evaluated to show high anti-MERS-CoV inhibitory activities. Among them, 6,8-difluoro-3-…	nan


CREATE TABLE predictions (
  "paper_id" VARCHAR,
  "publication_name" VARCHAR,
  "dataset_category" VARCHAR,
  "training_class" VARCHAR,
  "prediction_class" VARCHAR,
  "prediction_score" DOUBLE,
  "title" VARCHAR,
  "abstract" VARCHAR,
  "conclusion" VARCHAR
);