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Article Synopsis
  • The emergence of Next Generation Sequencing (NGS) technology has transformed clinical diagnostics, providing extensive microbiome data for personalized medicine.
  • Despite its potential, microbiome data's complexity and variability pose challenges for traditional statistical and machine learning approaches, including deep learning.
  • The paper presents a novel feature engineering technique that combines two data feature sets, significantly improving the Deep Neural Network's performance in colorectal cancer detection, raising the Area Under the Curve (AUC) from 0.800 to 0.923, thus enhancing microbiome data analysis and disease detection capabilities.
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Objectives: To analyze the CT imaging features of extranodal natural killer/T (NK/T)-cell lymphoma, nasal type (ENKTCL-NT) involving the gastrointestinal tract (GI), and to compare them with those of Crohn's disease (CD) and diffuse large B-cell lymphoma (DLBCL).

Materials And Methods: Data were retrospectively collected from 17 patients diagnosed with GI ENKTCL-NT, 68 patients with CD, and 47 patients with DLBCL. The CT findings of ENKTCL-NT were analyzed and compared with those of CD and DLBCL.

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Which Test is Best for Pain in the Chest?

R I Med J (2013)

February 2025

Professor of Medicine, Clinician Educator, Warren Alpert Medical School, Brown University; Associate Chief, Cardiology, Brown University Health Cardiovascular Institute, Providence, Rhode Island.

Chest pain is one of the most common chief complaints seen in both the emergency department (ED) and primary care settings.1,2 It is estimated that 20-40% of the general population will suffer from chest pain at some point throughout their lives.3 Interestingly although obstructive coronary artery disease (CAD) prevalence has declined, chest pain as a presenting symptom has become increasingly common over the last decade.

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Gastrointestinal stromal tumor mimicking a gynecologic mass.

Int J Gynecol Cancer

January 2025

University of Magdalena, Women's Medicine Department, Faculty of Medicine, Santa Marta, Colombia. Electronic address:

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[Urinary Salmonella Enteritidis Carriage in a Patient Living with HIV].

Mikrobiyol Bul

January 2025

Sağlık Bilimleri Üniversitesi Şişli Hamidiye Etfal Eğitim ve Araştırma Hastanesi, Tıbbi Mikrobiyoloji Kliniği, İstanbul.

Tüm dünyada önemli bir halk sağlığı sorunu olan non-tifoidal Salmonella (NTS) sıklıkla gastrointestinal enfeksiyonlara neden olmakta ve taşıyıcılığa yol açabilmektedir. NTS'nin idrarda izolasyonu ve idrar taşıyıcılığı oldukça nadirdir ve predispozan faktörlerin varlığında sıklığı artmaktadır. Kinolon dirençli Salmonella spp.

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