Transplantation

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A Multi-Center Benchmark for Abdominal Disease Diagnosis and Report Generation from Non-Contrast CT

Multiphasic contrast-enhanced CT (CECT) is widely used for abdominal lesion characterization, yet it carries inherent risks of contrast-induced nephropathy, escalates acquisition burden, and heavily contributes to radiologist workload. To address these challenges, we introduce a novel multi-center benchmark for multi-organ abdominal disease diagnosis and automated radiology report generation, whic...

Jun 15 2026 2606.16991v1

The Importance of Phase in Neural Representations: An Internal Oppenheim-Lim Test of Image Classifiers

Oppenheim and Lim (1981) showed that natural images stay recognizable when reconstructed from their Fourier phase alone, while the magnitude carries little of their identity. We ask whether trained image classifiers reproduce this asymmetry inside their hidden layers, and we test it causally: given two images, we transplant the phase of one onto the magnitude of the other at a chosen layer and rec...

Jun 15 2026 2606.17037v1
CEVAR: Centerline Embedding Extraction for Endovascular Aneurysm Repair

Long-term mortality rates after endovascular aneurysm repair (EVAR) remain elevated due to post-EVAR rupture caused by loss of seal in stent graft sea...

Jun 14 2026 2606.15667v1
OmicsNavigator: An auditable scientific partner for scalable hypothesis validation in spatial omics

Translating high-dimensional, spatially resolved molecular datasets into testable biological findings remains a major research bottleneck. Here, we pr...

Robust integration of weakly anchored spatial multi-omics

Spatial multi-omics holds great promise for dissecting complex biological processes, though inherent technical constraints continue to limit its wides...

IndustryBench-MIPU: Benchmarking Multi-Image Attribute Value Extraction for Industrial Products

Industrial products such as valves and circuit breakers are defined by dense technical specifications that govern procurement, compatibility, and safe...

Jun 12 2026 2606.14383v1
Systematic functional annotation of thousands of BAHD acyltransferases in plant genomes using Protein Language Model and phylogenomic tools

The functional annotation of plant genes lags significantly behind their genomic annotation. Closing this gap requires thorough cataloging of reported...

A green solvent screening tool for emerging materials via uncertainty aware, transformer enhanced transfer learning

Accurate prediction of solubility remains a central challenge across materials science and sustainable chemistry. In particular due to emerging techno...

Jun 11 2026 2606.13060v1
A Stationary (and Therefore Compatible) Representation is All You Need

Learning compatible representations aims to learn feature representations that can be used interchangeably over time whenever a model undergoes update...

Jun 10 2026 2606.12488v1
Transcriptomic Architecture of Type 2 Diabetes in Human Pancreatic Islets:An Integrative Meta-Analysis and Machine Learning Framework for Biomarker Discovery

Background. Type 2 diabetes mellitus (T2D) is defined by progressive pancreatic {beta}-cell dysfunction whose molecular underpinnings remain incomplet...

MHC Attention: Identifying HLA-E presented cancer antigens through deep learning and high-throughput screening

HLA-E presented cancer peptides can be promising cancer therapy targets, as HLA-E is minimally polymorphic and widely expressed across human populatio...

Pose-ICL: 3D-Aware In-Context Learning for Pose-Controllable Subject Customization

Subject Customization is a foundational task in modern image generation. By providing a few reference images and a text prompt, users can generate ima...

Jun 9 2026 2606.10902v1
Architect-Ant: Editable Automatic Furnishing of Architectural Floor Plans

Furnished floor plans are fundamental to real estate visualization, interior design, and architectural workflows. However, progress in automatic furni...

Jun 9 2026 2606.10953v1
Assessing Sample Quality in Conditional Generation under Compositional Shift

Conditional generators provide a natural tool for controllable generation, including settings where the desired condition is a new composition of obse...

Jun 8 2026 2606.09601v2
Gaming AI-Assisted Peer Reviews Poses New Risks to the Scientific Community

AI is increasingly used to support scientific peer review, from manuscript screening, reviewer assistance to editorial triage. Although such systems p...

Jun 8 2026 2606.10159v1
Stack: In-Context Learning of Single-Cell Biology

Foundation models trained on single-cell transcriptomic data offer the promise of identifying and predicting the diversity of cellular phenotypes acro...

A Drug-Target Specificity Foundation Model for Off-target Prediction, Repurposing, and Generative Design

Molecular recognition - which small molecule binds which protein, and with what selectivity - governs the efficacy, safety, and discovery of every the...

The ENIGMA MEG Pipeline: Automated cortically localized spectral analysis of multi-site resting state MEG datasets

Background Magnetoencephalography (MEG) is a unique technique in human neuroimaging combining high temporal resolution (millisecond or faster) with mo...

ContextShift: A Controlled Benchmark for Context Dependence in Object Detection

Modern object detectors achieve strong performance on standard benchmarks, yet their robustness to contextual variation remains insufficiently underst...

Jun 8 2026 2606.09495v1
Assessing Sample Quality in Conditional Generation under Compositional Shift

Conditional generators provide a natural tool for controllable generation, including settings where the desired condition is a new composition of obse...

Jun 8 2026 2606.09601v1
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