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Interleukin-2 receptor antagonists (IL-2RA) are frequently used as induction therapy in liver transplant recipients to decrease the risk of acute rejection while allowing the reduction of concomitant immunosuppression. The exact association…

Quantitative Methods · Quantitative Biology 2016-02-22 Nicola D. Crins , Christian Röver , Armin D. Goralczyk , Tim Friede

Background: Renal chronicity indices (CI) have been identified as strong predictors of long-term outcomes in lupus nephritis (LN) patients. However, assessment by pathologists is hindered by challenges such as substantial time requirements,…

Image and Video Processing · Electrical Eng. & Systems 2025-03-31 Tianqi Tu , Hui Wang , Jiangbo Pei , Xiaojuan Yu , Aidong Men , Suxia Wang , Qingchao Chen , Ying Tan , Feng Yu , Minghui Zhao

We report the results of our study of approved drugs as potential treatments for COVID 19, based on the application of various bioinformatics predictive methods. The drugs studied include chloroquine, ivermectin, remdesivir, sofosbuvir,…

Biomolecules · Quantitative Biology 2020-08-11 Ognjen Perišić

Hepatitis A virus (HAV) infection has been greatly reduced in most developed countries through the use of vaccine and improved hygienic conditions. However, the magnitude of the problem is underestimated and there are no well-established…

Other Quantitative Biology · Quantitative Biology 2023-03-14 Iheanyi Omezuruike Okonko , Chisom Chimbundum Adim , Blessing Jachinma Okonko , Edith Ijeego Mba

Background: Inverse probability of treatment weighting (IPTW) is used for confounding adjustment in observational studies. Newer weighting methods include energy balancing (EB), kernel optimal matching (KOM), and tailored-loss covariate…

Methodology · Statistics 2026-01-15 Etienne Peyrot , Raphaël Porcher , Francois Petit

Mitigating risk-of-readmission of Congestive Heart Failure (CHF) patients within 30 days of discharge is important because such readmissions are not only expensive but also critical indicator of provider care and quality of treatment.…

We demonstrate that it is possible to distinguish with a complete certainty between healthy subjects and patients with various dysfunctions of the cardiac nervous system by way of multiresolutional wavelet transform of RR intervals. We…

Medical Physics · Physics 2016-09-08 Y. Ashkenazy , M. Lewkowicz , J. Levitan , H. Moelgaard , P. E. Bloch Thomsen , K. Saermark

This study compares eight pre-trained CNNs for diagnosing keratoconus, a degenerative eye disease. A carefully selected dataset of keratoconus, normal, and suspicious cases was used. The models tested include DenseNet121, EfficientNetB0,…

Computer Vision and Pattern Recognition · Computer Science 2024-08-20 Nayeem Ahmed , Md Maruf Rahman , Md Fatin Ishrak , Md Imran Kabir Joy , Md Sanowar Hossain Sabuj , Md. Sadekur Rahman

Heart failure (HF) affects 11.8% of adults aged 65 and older, reducing quality of life and longevity. Preventing HF can reduce morbidity and mortality. We hypothesized that artificial intelligence (AI) applied to 24-hour single-lead…

Signal Processing · Electrical Eng. & Systems 2026-01-05 Eran Zvuloni , Ronit Almog , Michael Glikson , Shany Brimer Biton , Ilan Green , Izhar Laufer , Offer Amir , Joachim A. Behar

Foundation models (FMs) have shown great promise in medical image analysis by improving generalization across diverse downstream tasks. In ophthalmology, several FMs have recently emerged, but there is still no clear answer to fundamental…

Hepatitis B is a potentially life-threatening liver infection caused by the hepatitis B virus (HBV). In this paper, the transmission dynamics of hepatitis B is formulated with a mathematical model with considerations of different classes of…

Populations and Evolution · Quantitative Biology 2023-06-01 Blessing O. Emerenini , Simeon C. Inyama

Developing antiviral drugs is an exigent task since viruses mutate to overcome the effect of antiviral drugs. As a result, the efficacy of most antiviral drugs is short-lived. To include this effect, we modify the Neumann and Dahari model.…

Biological Physics · Physics 2022-09-30 Stephanie Yunfei Zhang , Mesfin Asfaw Taye

Peptide receptor radionuclide therapy (PRRT) is an established treatment for metastatic neuroendocrine tumors (NETs), yet long-term disease control occurs only in a subset of patients. Predicting progression-free survival (PFS) could…

Over the past decade, several targeted therapies (e.g. imatinib, dasatinib, nilotinib) have been developed to treat Chronic Myeloid Leukemia (CML). Despite an initial response to therapy, drug resistance remains a problem for some CML…

Tissues and Organs · Quantitative Biology 2017-02-08 Qie He , Junfeng Zhu , David Dingli , Jasmine Foo , Kevin Leder

Blood pressure (BP) changes are linked to individual health status in both clinical and non-clinical settings. This study developed a deep learning model to classify systolic (SBP), diastolic (DBP), and mean (MBP) BP changes using…

Signal Processing · Electrical Eng. & Systems 2024-07-04 Jingyuan Hong , Manasi Nandi , Weiwei Jin , Jordi Alastruey

Integrating diverse data sources offers a comprehensive view of patient health and holds potential for improving clinical decision-making. In Cystic Fibrosis (CF), which is a genetic disorder primarily affecting the lungs, biomarkers that…

Applications · Statistics 2025-12-30 Eleni-Rosalina Andrinopoulou , Emrah Gecili , Rhonda D Szczesniak

A combination of transient photovoltage (TPV), voltage dependent charge extraction (CE) and time delayed collection field (TDCF) measurements is applied to poly[[4,8-bis[(2-ethylhexyl)oxy]benzo[1,2-b:4,5-b']dithiophene-2,6-diyl]…

Applied Physics · Physics 2021-06-21 A. Foertig , J. Kniepert , M. Gluecker , T. Brenner , V. Dyakonov , D. Neher , C. Deibel

Patients with long-standing diabetes often fall prey to Diabetic Retinopathy (DR) resulting in changes in the retina of the human eye, which may lead to loss of vision in extreme cases. The aim of this study is two-fold: (a) create deep…

Image and Video Processing · Electrical Eng. & Systems 2021-08-17 Shaswat Patel , Maithili Lohakare , Samyak Prajapati , Shaanya Singh , Nancy Patel

Inflammatory Bowel Disease (IBD), including Crohn's Disease (CD) and Ulcerative Colitis (UC), presents significant public health challenges due to its complex etiology. Motivated by the IBD study of the Integrative Human Microbiome Project,…

Applications · Statistics 2025-10-28 Limeng Liu , Guannan Wang , Sandra E. Safo

25% of people who received a liver transplant will go on to develop diabetes within the next 5 years. These thousands of individuals are at 2-fold higher risk of cardiovascular events, graft loss, infections, as well as lower long-term…

Machine Learning · Computer Science 2019-06-06 Angeline Yasodhara , Mamatha Bhat , Anna Goldenberg