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Subcategories: Hematology Hemophilia Leukemia Lymphoma Multiple Myeloma Myeloma

Showing 2857-2877 of 6,829 articles

Cancer-Myth: Evaluating AI Chatbot on Patient Questions with False Presuppositions

Cancer patients are increasingly turning to large language models (LLMs) as a new form of internet...

Apr 2025 http://arxiv.org/abs/2504.11373v1

Digital Staining with Knowledge Distillation: A Unified Framework for Unpaired and Paired-But-Misaligned Data

Staining is essential in cell imaging and medical diagnostics but poses significant challenges, in...

Apr 2025 http://arxiv.org/abs/2504.09899v1

A Multi-Phase Analysis of Blood Culture Stewardship: Machine Learning Prediction, Expert Recommendation Assessment, and LLM Automation

Blood cultures are often over ordered without clear justification, straining healthcare resources ...

Apr 2025 http://arxiv.org/abs/2504.07278v1

Extracting Regions of Interest and Selective Feature Application in Leukaemia Image Classification.

Evaluating the blood smear test images remains the main route of detecting the type of leukaemia, ac...

Apr 2025 40200455

Improving Chronic Kidney Disease Detection Efficiency: Fine Tuned CatBoost and Nature-Inspired Algorithms with Explainable AI

Chronic Kidney Disease (CKD) is a major global health issue which is affecting million people arou...

Apr 2025 http://arxiv.org/abs/2504.04262v1

Early detection of diabetes through transfer learning-based eye (vision) screening and improvement of machine learning model performance and advanced parameter setting algorithms

Diabetic Retinopathy (DR) is a serious and common complication of diabetes, caused by prolonged hi...

Apr 2025 http://arxiv.org/abs/2504.03439v1

Leveraging Sparse Annotations for Leukemia Diagnosis on the Large Leukemia Dataset

Leukemia is 10th most frequently diagnosed cancer and one of the leading causes of cancer related ...

Apr 2025 http://arxiv.org/abs/2504.02602v1

Multi-Task Learning for Extracting Menstrual Characteristics from Clinical Notes

Menstrual health is a critical yet often overlooked aspect of women's healthcare. Despite its clin...

Mar 2025 http://arxiv.org/abs/2503.24116v1

Deep Learning-Based Quantitative Assessment of Renal Chronicity Indices in Lupus Nephritis

Background: Renal chronicity indices (CI) have been identified as strong predictors of long-term o...

Mar 2025 http://arxiv.org/abs/2503.21818v1

3D Convolutional Neural Networks for Improved Detection of Intracranial bleeding in CT Imaging

Background: Intracranial bleeding (IB) is a life-threatening condition caused by traumatic brain i...

Mar 2025 http://arxiv.org/abs/2503.20306v1

Deep Learning Approaches for Blood Disease Diagnosis Across Hematopoietic Lineages

We present a foundation modeling framework that leverages deep learning to uncover latent genetic ...

Mar 2025 http://arxiv.org/abs/2503.20049v1

Domain-incremental White Blood Cell Classification with Privacy-aware Continual Learning

White blood cell (WBC) classification plays a vital role in hematology for diagnosing various medi...

Mar 2025 http://arxiv.org/abs/2503.19819v1

Exploring Few-Shot Object Detection on Blood Smear Images: A Case Study of Leukocytes and Schistocytes

The detection of blood disorders often hinges upon the quantification of specific blood cell types...

Mar 2025 http://arxiv.org/abs/2503.17107v1

Limb-Aware Virtual Try-On Network with Progressive Clothing Warping

Image-based virtual try-on aims to transfer an in-shop clothing image to a person image. Most exis...

Mar 2025 http://arxiv.org/abs/2503.14074v1

AI-Driven Rapid Identification of Bacterial and Fungal Pathogens in Blood Smears of Septic Patients

Sepsis is a life-threatening condition which requires rapid diagnosis and treatment. Traditional m...

Mar 2025 http://arxiv.org/abs/2503.14542v1

Progressive Limb-Aware Virtual Try-On

Existing image-based virtual try-on methods directly transfer specific clothing to a human image w...

Mar 2025 http://arxiv.org/abs/2503.12588v1

Exploiting Concavity Information in Gaussian Process Contextual Bandit Optimization

The contextual bandit framework is widely used to solve sequential optimization problems where the...

Mar 2025 http://arxiv.org/abs/2503.10836v1

Vision Transformer for Intracranial Hemorrhage Classification in CT Scans Using an Entropy-Aware Fuzzy Integral Strategy for Adaptive Scan-Level Decision Fusion

Intracranial hemorrhage (ICH) is a critical medical emergency caused by the rupture of cerebral bl...

Mar 2025 http://arxiv.org/abs/2503.08609v1

X-GAN: A Generative AI-Powered Unsupervised Model for High-Precision Segmentation of Retinal Main Vessels toward Early Detection of Glaucoma

Structural changes in main retinal blood vessels serve as critical biomarkers for the onset and pr...

Mar 2025 http://arxiv.org/abs/2503.06743v2

Big data analytics and machine learning in hematology: Transformative insights, applications and challenges.

The integration of big data analytics and machine learning (ML) into hematology has ushered in a new...

Mar 2025 40068020

BPQA Dataset: Evaluating How Well Language Models Leverage Blood Pressures to Answer Biomedical Questions

Clinical measurements such as blood pressures and respiration rates are critical in diagnosing and...

Mar 2025 http://arxiv.org/abs/2503.04155v1