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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 consider the problem of individual-specific medication level recommendation (initiation, removal, increase, or decrease) for asthma sufferers. Asthma is one of the most common chronic diseases in both adults and children, affecting 8% of…

Applications · Statistics 2017-05-22 Curtis B Storlie , Megan E Branda , Michael R Gionfriddo , Nilay D Shah , Matthew A Rank

Spread through air spaces (STAS) represents a newly identified aggressive pattern in lung cancer, which is known to be associated with adverse prognostic factors and complex pathological features. Pathologists currently rely on time…

Computer Vision and Pattern Recognition · Computer Science 2025-03-19 Liangrui Pan , Xiaoyu Li , Yutao Dou , Qiya Song , Jiadi Luo , Qingchun Liang , Shaoliang Peng

The epidemiology of lumbar degenerative spondylolisthesis (DS) remains controversial. We performed a systemic review with the aim to have a better understanding of DS's prevalence in general population. The results showed the prevalence of…

Tissues and Organs · Quantitative Biology 2016-10-24 Yi-Xiang Wang , Zoltan Kaplar , Min Deng , Jason Leung

Large Language Models (LLMs) are increasingly deployed in high-stakes domains such as clinical decision support and medical documentation. However, the robustness of these models against subtle linguistic variations, specifically…

Computation and Language · Computer Science 2026-05-19 Jen-tse Huang , Didi Zhou , Faith Kamau , Amy Oh , Anne R. Links , Mark Dredze , Mary Catherine Beach , Somnath Saha

Estimation of division and death rates of lymphocytes in different conditions is vital for quantitative understanding of the immune system. Deuterium, in the form of deuterated glucose or heavy water, can be used to measure rates of…

Populations and Evolution · Quantitative Biology 2015-05-13 Vitaly V. Ganusov , Jose Borghans , Rob De Boer

Apoptosis, or genetically programmed cell death, is a crucial cellular process that maintains the balance between life and death in cells. The precise molecular mechanism of apoptosis signaling and how these two pathways are differentially…

Molecular Networks · Quantitative Biology 2009-02-06 S. Raychaudhuri , E. Willgohs , T. Nguyen , E. M. Khan , T. Goldkorn

Cancer treatment is an arduous process for patients and causes many side-effects during and post-treatment. The treatment can affect almost all body systems and result in pain, fatigue, sleep disturbances, cognitive impairments, etc. These…

Machine Learning · Computer Science 2023-02-21 Rupali Bhati , Jennifer Jones , Audrey Durand

The scientific discourse surrounding Chronic Lyme Disease (CLD) and Post-Treatment Lyme Disease Syndrome (PTLDS) has evolved over the past twenty-five years into a complex and polarised debate, shaped by shifting research priorities,…

Computers and Society · Computer Science 2025-04-15 Teo Susnjak , Cole Palffy , Tatiana Zimina , Nazgul Altynbekova , Kunal Garg , Leona Gilbert

Despite extensive research during the last decades, coronary artery disease (CAD) remains the number one cause of death, responsible for near 50% of global mortality. A main reason for this is that CAD has a complex inheritance and etiology…

Quantitative Methods · Quantitative Biology 2016-05-12 Hassan Foroughi Asl

Autoimmune diseases are characterized by highly specific immune responses against molecules in self-tissues. Different autoimmune diseases are characterized by distinct immune responses, making autoantibodies useful for diagnosis and…

Applications · Statistics 2017-08-07 Zhenke Wu , Livia Casciola-Rosen , Ami A. Shah , Antony Rosen , Scott Zeger

Fetal neuroinflammation and prenatal stress (PS) may contribute to lifelong neurological disabilities. Astrocytes and microglia, among the brain's non-neuronal glia cell populations, play a pivotal role in neurodevelopment, predisposition…

Genomics · Quantitative Biology 2023-07-18 Martin G. Frasch , Byung-Jun Yoon , Dario-Lucas Helbing , Gal Snir , Marta C. Antonelli , Reinhard Bauer

Stroke is one of two main causes of death worldwide. Many individuals suffer from ischemic stroke every year. Only in US more over 700,000 individuals meet ischemic stroke due to blood clot blocking an artery to the brain every year. The…

Computer Vision and Pattern Recognition · Computer Science 2023-05-29 David Azatyan

Mycetoma is a chronic and neglected inflammatory disease prevalent in tropical and subtropical regions. It can lead to severe disability and social stigma. The disease is classified into two types based on the causative microorganisms:…

Image and Video Processing · Electrical Eng. & Systems 2024-10-18 Hyam Omar Ali , Romain Abraham , Guillaume Desoubeaux , Ahmed Fahal , Clovis Tauber

Accurate classification of Acute Myeloid Leukemia (AML) subtypes is crucial for clinical decision-making and patient care. In this study, we investigate the potential presence of age and sex bias in AML subtype classification using Multiple…

Computer Vision and Pattern Recognition · Computer Science 2023-08-25 Ario Sadafi , Matthias Hehr , Nassir Navab , Carsten Marr

Stroke is a leading cause of neurological injury characterized by impairments in multiple neurological domains including cognition, language, sensory and motor functions. Clinical recovery in these domains is tracked using a wide range of…

Quantitative Methods · Quantitative Biology 2021-10-01 Sanjukta Krishnagopal , Keith Lohse , Robynne Braun

Irregularly sampled time series data are common in a variety of fields. Many typical methods for drawing insight from data fail in this case. Here we attempt to generalize methods for clustering trajectories to irregularly and sparsely…

Quantitative Methods · Quantitative Biology 2021-09-01 Gary K. Nave , Swati Padhee , Amanuel Alambo , Tanvi Banerjee , Nirmish Shah , Daniel M. Abrams

Cell and immunotherapy offer transformative potential for treating diseases like cancer and autoimmune disorders by modulating the immune system. The development of these therapies is resource-intensive, with the majority of drug candidates…

Machine Learning · Computer Science 2024-12-04 Katarzyna Janocha , Annabel Ling , Alice Godson , Yulia Lampi , Simon Bornschein , Nils Y. Hammerla

Recent advances in multiplex imaging have enabled researchers to locate different types of cells within a tissue sample. This is especially relevant for tumor immunology, as clinical regimes corresponding to different stages of disease or…

Mental health in children and adolescents has been steadily deteriorating over the past few years. The recent advent of Large Language Models (LLMs) offers much hope for cost and time efficient scaling of monitoring and intervention, yet…

Computation and Language · Computer Science 2024-04-29 Isabelle Lorge , Dan W. Joyce , Andrey Kormilitzin