Transplantation

Latest AI and machine learning research in transplantation for healthcare professionals.

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Are Face Embeddings Compatible Across Deep Neural Network Models?

Automated face recognition has made rapid strides over the past decade due to the unprecedented rise...

Transcriptomic Models for Immunotherapy Response Prediction Show Limited Cross-cohort Generalisability

Immune checkpoint inhibitors (ICIs) have transformed cancer therapy; yet substantial proportion of p...

Real-Time Surrogate Modeling for Personalized Blood Flow Prediction and Hemodynamic Analysis

Cardiovascular modeling has rapidly advanced over the past few decades due to the rising needs for h...

Predicting highly pathogenic avian influenza H5N1 outbreak risk using extreme weather and bird migration data in machine learning models

Background. Climate change is intensifying extreme weather events (EWEs) with potentially profound c...

Benchmarking single cell transcriptome matching methods for incremental growth of cell atlases

Background: The advancement of single cell technologies has driven significant progress in construct...

S4CMDR: a metadata repository for electronic health records

Background: Electronic health records (EHRs) enable machine learning for diagnosis, prognosis, and c...

S4CMDR: a metadata repository for electronic health records

Background: Electronic health records (EHRs) enable machine learning for diagnosis, prognosis, and c...

Sketch2CT: Multimodal Diffusion for Structure-Aware 3D Medical Volume Generation

Diffusion probabilistic models have demonstrated significant potential in generating high-quality, r...

A Vision Language Model for Generating Procedural Plant Architecture Representations from Simulated Images

Three-dimensional (3D) procedural plant architecture models have emerged as an important tool for si...

PIVM: Diffusion-Based Prior-Integrated Variation Modeling for Anatomically Precise Abdominal CT Synthesis

Abdominal CT data are limited by high annotation costs and privacy constraints, which hinder the dev...

Image-Conditioned Adaptive Parameter Tuning for Visual Odometry Frontends

Resource-constrained autonomous robots rely on sparse direct and semi-direct visual-(inertial)-odome...

Circulating miRNA-Protein Signatures Predict Outcomes in Pediatric Dilated Cardiomyopathy

Background: Pediatric dilated cardiomyopathy (DCM) is a rare, progressive heart disease with variabl...

Factored Levenberg-Marquardt for Diffeomorphic Image Registration: An efficient optimizer for FireANTs

FireANTs introduced a novel Eulerian descent method for plug-and-play behavior with arbitrary optimi...

Spatio-temporal mapping of immune cell dynamics during human sequential lymph node metastasis

Regional lymph node (LN) metastasis critically influences distant metastatic progression, anti-tumou...

SJD-PAC: Accelerating Speculative Jacobi Decoding via Proactive Drafting and Adaptive Continuation

Speculative Jacobi Decoding (SJD) offers a draft-model-free approach to accelerate autoregressive te...

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