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Hematology Subcategories: Hematology Hemophilia Leukemia Lymphoma Multiple Myeloma Myeloma

Showing 1555-1575 of 6,563 articles

Accessible and Reproducible Renal Cell Carcinoma Research Through Open-Sourcing Data and Annotations

Background: Medical imaging, especially computed tomography and magnetic resonance imaging, is essen...

Apr 2026 10.64898/2026.04.22.26351451

Multi-Objective Reinforcement Learning for Generating Covalent Inhibitor Candidates

Rational design of covalent inhibitors requires simultaneously optimizing multiple properties, such ...

Apr 2026 2604.20019v1

SCOPE: Integrating Organoid Screening and Clinical Variables Through Machine Learning for Cancer Trial Outcome Prediction

BackgroundPredicting whether a treatment will demonstrate meaningful clinical benefit before committ...

Apr 2026 10.64898/2026.04.10.26350512

Early Detection of Acute Myeloid Leukemia (AML) Using YOLOv12 Deep Learning Model

Acute Myeloid Leukemia (AML) is one of the most life-threatening type of blood cancers, and its accu...

Apr 2026 2604.16082v1

MADE: A Living Benchmark for Multi-Label Text Classification with Uncertainty Quantification of Medical Device Adverse Events

Machine learning in high-stakes domains such as healthcare requires not only strong predictive perfo...

Apr 2026 2604.15203v1

In-silico cell sorting revealed granulocyte-specific single-cell-type gene expression from peripheral blood bulk expression data and its application as host response biomarkers to discriminate bacterial and viral infections

Peripheral Blood transcriptome analysis evaluated the bulk transcript abundance (TA) covering all le...

Apr 2026 10.64898/2026.04.09.717385

Vision Transformers for Preoperative CT-Based Prediction of Histopathologic Chemotherapy Response Score in High-Grade Serous Ovarian Carcinoma

Purpose. High-grade serous ovarian carcinoma (HGSOC) is characterized by pronounced biological and s...

Apr 2026 2604.09197v1

DSVTLA: Deep Swin Vision Transformer-Based Transfer Learning Architecture for Multi-Type Cancer Histopathological Cancer Image Classification

In this study, we proposed a deep Swin-Vision Transformer-based transfer learning architecture for r...

Apr 2026 2604.09468v1

CellFluxRL: Biologically-Constrained Virtual Cell Modeling via Reinforcement Learning

Building virtual cells with generative models to simulate cellular behavior in silico is emerging as...

Mar 2026 2603.21743v2

Social Determinants of Health and Chronic Disease Risk Prediction in the All of Us Research Program

Social determinants of health (SDoH), the social, economic, and environmental conditions shaping hea...

Mar 2026 10.64898/2026.03.19.26348851

CellFluxRL: Biologically-Constrained Virtual Cell Modeling via Reinforcement Learning

Building virtual cells with generative models to simulate cellular behavior in silico is emerging as...

Mar 2026 2603.21743v1

CFCML: A Coarse-to-Fine Crossmodal Learning Framework For Disease Diagnosis Using Multimodal Images and Tabular Data

In clinical practice, crossmodal information including medical images and tabular data is essential ...

Mar 2026 2603.20016v1

X-Cell: Scaling Causal Perturbation Prediction Across Diverse Cellular Contexts via Diffusion Language Models

Causal models of cellular systems hold the promise to empower broad biological discovery, including ...

Mar 2026 10.64898/2026.03.18.712807

Cell-Type Prototype-Informed Neural Network for Gene Expression Estimation from Pathology Images

Estimating slide- and patch-level gene expression profiles from pathology images enables rapid and l...

Mar 2026 2603.18461v1

Revisiting foundation models for cell instance segmentation

Cell segmentation is a fundamental task in microscopy image analysis. Several foundation models for ...

Mar 2026 2603.17845v1

Synergizing Deep Learning and Biological Heuristics for Extreme Long-Tail White Blood Cell Classification

Automated white blood cell (WBC) classification is essential for leukemia screening but remains chal...

Mar 2026 2603.16249v2

Single-Pass Discrete Diffusion Predicts High-Affinity Peptide Binders at >1,000 Sequences per Second across 150 Receptor Targets

De novo peptide design methods traditionally couple generation to 3D structure prediction, limiting ...

Mar 2026 10.64898/2026.03.14.711748

Hematology

Browse Categories

Accessible and Reproducible Renal Cell Carcinoma Research Through Open-Sourcing Data and Annotations

Multi-Objective Reinforcement Learning for Generating Covalent Inhibitor Candidates

SCOPE: Integrating Organoid Screening and Clinical Variables Through Machine Learning for Cancer Trial Outcome Prediction

Early Detection of Acute Myeloid Leukemia (AML) Using YOLOv12 Deep Learning Model

MADE: A Living Benchmark for Multi-Label Text Classification with Uncertainty Quantification of Medical Device Adverse Events

In-silico cell sorting revealed granulocyte-specific single-cell-type gene expression from peripheral blood bulk expression data and its application as host response biomarkers to discriminate bacterial and viral infections

Vision Transformers for Preoperative CT-Based Prediction of Histopathologic Chemotherapy Response Score in High-Grade Serous Ovarian Carcinoma

DSVTLA: Deep Swin Vision Transformer-Based Transfer Learning Architecture for Multi-Type Cancer Histopathological Cancer Image Classification

CellFluxRL: Biologically-Constrained Virtual Cell Modeling via Reinforcement Learning

Social Determinants of Health and Chronic Disease Risk Prediction in the All of Us Research Program

CellFluxRL: Biologically-Constrained Virtual Cell Modeling via Reinforcement Learning

CFCML: A Coarse-to-Fine Crossmodal Learning Framework For Disease Diagnosis Using Multimodal Images and Tabular Data

X-Cell: Scaling Causal Perturbation Prediction Across Diverse Cellular Contexts via Diffusion Language Models

Cell-Type Prototype-Informed Neural Network for Gene Expression Estimation from Pathology Images

Revisiting foundation models for cell instance segmentation

Synergizing Deep Learning and Biological Heuristics for Extreme Long-Tail White Blood Cell Classification

Single-Pass Discrete Diffusion Predicts High-Affinity Peptide Binders at >1,000 Sequences per Second across 150 Receptor Targets

Synergizing Deep Learning and Biological Heuristics for Extreme Long-Tail White Blood Cell Classification

An Interpretable Machine Learning Framework for Non-Small Cell Lung Cancer Drug Response Analysis

Understanding Cell Fate Decisions with Temporal Attention

HistoAtlas: A Pan-Cancer Morphology Atlas Linking Histomics to Molecular Programs and Clinical Outcomes

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