Transplantation

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

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Benchmarking CNN-based Models against Transformer-based Models for Abdominal Multi-Organ Segmentation on the RATIC Dataset

Accurate multi-organ segmentation in abdominal CT scans is essential for computer-aided diagnosis an...

From ex(p) to poly: Gaussian Splatting with Polynomial Kernels

Recent advancements in Gaussian Splatting (3DGS) have introduced various modifications to the origin...

ARIADNE: A Perception-Reasoning Synergy Framework for Trustworthy Coronary Angiography Analysis

Conventional pixel-wise loss functions fail to enforce topological constraints in coronary vessel se...

Backwards compatibility to classical experiments grounds beta responses to naturalistic speech in temporal acoustic forecasting

Current neuroscience is shifting from simple controlled paradigms towards rich and ecologically vali...

SpeciefAI: Multi-species mRNA-level Antibody Framework Generation using Transformers

Motivation: Encoding antibodies (Abs) and nanobodies (Nbs) as mRNA enables in vivo production of the...

Robust-ComBat: Mitigating Outlier Effects in Diffusion MRI Data Harmonization

Harmonization methods such as ComBat and its variants are widely used to mitigate diffusion MRI (dMR...

Glydentify: An explainable deep learning platform for glycosyltransferase donor substrate prediction

Glycosyltransferases (GTs) are a large family of enzymes that catalyze the formation of glycosidic l...

Anatomy of aging through organ-resolved multi-modal imaging and deep learning

While aging manifests differently across organs and individuals, existing approaches to measure it l...

PASTE: Physics-Aware Scattering Topology Embedding Framework for SAR Object Detection

Current deep learning-based object detection for Synthetic Aperture Radar (SAR) imagery mainly adopt...

GeoNVS: Geometry Grounded Video Diffusion for Novel View Synthesis

Novel view synthesis requires strong 3D geometric consistency and the ability to generate visually c...

Spectral-Geometric Neural Fields for Pose-Free LiDAR View Synthesis

Neural Radiance Fields (NeRF) have shown remarkable success in image novel view synthesis (NVS), ins...

HitAnno: Atlas-level cell type annotation based on scATAC-seq data via a hierarchical language model

The single-cell assay for transposase-accessible chromatin using sequencing (scATAC-seq) has emerged...

P-GSVC: Layered Progressive 2D Gaussian Splatting for Scalable Image and Video

Gaussian splatting has emerged as a competitive explicit representation for image and video reconstr...

SwiftTCR: Efficient Computational Docking protocol of TCRpMHC-I Complexes Using Restricted Rotation Matrices

The T cell's ability to discern self and non-self depends on its T cell receptor (TCR), which recogn...

VIVID-Med: LLM-Supervised Structured Pretraining for Deployable Medical ViTs

Vision-language pretraining has driven significant progress in medical image analysis. However, curr...

Discovery of a Hematopoietic Manifold in scGPT Yields a Method for Extracting Performant Algorithms from Biological Foundation Model Internals

We report the discovery and extraction of a compact hematopoietic algorithm from the single-cell fou...

Peer Support in Online Discussions of Male Infertility: A Natural Language Processing Study of Reddit

Infertility generates profound psychological and social distress for both women and men, yet mens co...

VIVID-Med: LLM-Supervised Structured Pretraining for Deployable Medical ViTs

Vision-language pretraining has driven significant progress in medical image analysis. However, curr...

Democratising Clinical AI through Dataset Condensation for Classical Clinical Models

Dataset condensation (DC) learns a compact synthetic dataset that enables models to match the perfor...

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