Infectious Disease

COVID-19

Latest AI and machine learning research in covid-19 for healthcare professionals.

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Profiling antigen-binding affinity of B cell repertoires in tumors by deep learning predicts immune-checkpoint inhibitor treatment outcomes.

The capability to profile the landscape of antigen-binding affinities of a vast number of antibodies...

Jun 2025 40579590
Leveraging machine learning for monitoring afforestation in mining areas: evaluating Tata Steel's restoration efforts in Noamundi, India.

Mining activities have long been associated with significant environmental impacts, including defore...

Jun 2025 40579607
Machine learning application to predict binding affinity between peptide containing non-canonical amino acids and HLA-A0201.

Class Ι major histocompatibility complexes (MHC-Ι), encoded by the highly polymorphic HLA-A, HLA-B, ...

Jun 2025 40577315
Revisiting Essential and Nonessential Settings of Evidential Deep Learning.

Evidential Deep Learning (EDL) is an emerging method for uncertainty estimation that provides reliab...

Jun 2025 40569804
Deep learning-based contour propagation in magnetic resonance imaging-guided radiotherapy of lung cancer patients.

Fast and accurate organ-at-risk (OAR) and gross tumor volume (GTV) contour propagation methods are n...

Jun 2025 40570891
Mapping breast cancer research on monoclonal antibodies: a data-driven approach using VOSviewer, Bibliometrix, and CiteSpace.

Monoclonal Antibodies and Breast Cancer Research (MABCR) has progressed substantially, particularly ...

Jun 2025 40560396
Structure-based screening of small-molecule interleukin-23 inhibitors inspired by monoclonal antibody interactions.

Interleukin-23 (IL-23) is a key driver of chronic inflammatory diseases, yet current therapies rely ...

Jun 2025 40549294
Multimodal deep learning for predicting neoadjuvant treatment outcomes in breast cancer: a systematic review.

BACKGROUND: Pathological complete response (pCR) to neoadjuvant systemic therapy (NAST) is an establ...

Jun 2025 40551237
Intelligent Virtual Dental Implant Placement via 3D Segmentation Strategy.

Virtual dental implant placement in cone-beam computed tomography (CBCT) is a prerequisite for digit...

Jun 2025 40551483
Leveraging transformers for semi-supervised pathogenicity prediction with soft labels.

The rapid advancement of Next-Generation Sequencing (NGS) technologies has revolutionized the field ...

Jun 2025 40538169
Utilizing Machine Learning to Improve Neutralization Potency of an HIV-1 Antibody Targeting the gp41 N-Heptad Repeat.

The N-heptad repeat (NHR) of the HIV-1 gp41 prehairpin intermediate (PHI) is an attractive potential...

Jun 2025 40540236
Disease entity impacts muscle wasting in the ICU with COVID-19 patients losing muscle nearly twice as fast.

Muscle loss in critically ill patients, particularly during prolonged ICU stays, poses significant c...

Jun 2025 40542071
Reward Driven Workflows for Unsupervised Explainable Analysis of Phases and Ferroic Variants From Atomically Resolved Imaging Data.

Rapid progress in aberration corrected electron microscopy necessitates development of robust method...

Jun 2025 40528653
Functional Characterization of Variants of Unknown Significance of Fibroblast Growth Factor Receptors 1-4 and Comparison With AI Model-Based Prediction.

PURPOSE: Fibroblast growth factor receptors (FGFRs; FGFR1, FGFR2, FGFR3, FGFR4) are frequently mutat...

Jun 2025 40526877
Unsupervised Machine Learning-Based Process Analytical Tools for Near Real-Time Cell Morphology Analysis During CAR-T Cell Manufacturing.

Cell therapies like Chimeric Antigen Receptor (CAR)-T cell therapy deliver living cells to patients ...

Jun 2025 40519185
A Semi-supervised Ultrasound Image Segmentation Network Integrating Enhanced Mask Learning and Dynamic Temperature-controlled Self-distillation.

Ultrasound imaging is widely used in clinical practice due to its advantages of no radiation and rea...

Jun 2025 40522800
NanoBinder: a machine learning assisted nanobody binding prediction tool using Rosetta energy scores.

Nanobodies offer significant therapeutic potential due to their small size, stability, and versatili...

Jun 2025 40524237
Contribution of α-synuclein cytopathologies to distinct seeding of misfolded α-synuclein.

Synucleinopathies are a group of neurodegenerative diseases characterized by the deposition of misfo...

Jun 2025 40524452
Analysis of the neural mechanisms of social anxiety based on EEG features and machine learning and construction of a diagnostic model.

Social anxiety is a common psychological problem, and its accurate diagnosis and investigation of un...

Jun 2025 40527051
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