Genetics

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

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Showing 6280-6300 of 11,155 articles
Task-Parametrized Dynamics: Representation of Time and Decisions in Recurrent Neural Networks

How do recurrent neural networks (RNNs) internally represent elapsed time to initiate responses afte...

De novo design of RNA pseudoknots with deep learning

RNA design has been hindered by the limited accuracy of 3D structure prediction. Here, we show that ...

Generalist large language models complement tailor-made predictors for tumor genomics interpretation

General-purpose large language models (LLMs) are trained on large corpora to acquire broad knowledge...

Seizure-Semiology-Suite (S3): A Clinically Multimodal Dataset, Benchmark, and Models for Seizure Semiology Understanding

While Multimodal Large Language Models (MLLMs) have demonstrated remarkable proficiency in general v...

Rethinking Token Reduction for Diffusion Models via Output-Similarity-Awareness

Diffusion Transformers (DiTs) achieve superior image generation quality but suffer from quadratic co...

Q-PhotoNAS: Hybrid Quantum Neural Architecture Search Framework on Photonic Devices

Photonic quantum computing is a promising platform for scalable quantum machine learning, but design...

VEELA: A Clinically-Constrained Benchmark for Liver Vessel Segmentation in Computed Tomography Angiography

Accurate segmentation of hepatic and portal vessels in contrast-enhanced computed tomography angiogr...

Rethinking Noise-Robust Training for Frozen Vision Foundation Models: A Cross-Dataset Benchmark with a Case Study of Small-Loss Failure

Frozen Vision Foundation Models (VFMs) with lightweight classification heads are increasingly used i...

scDeepVariant: A population-informed deep learning framework for germline variant calling in scRNA-seq

Single-cell RNA sequencing (scRNA-seq) provides unprecedented resolution of cellular heterogeneity w...

AI-assisted improvement of Aspergillus oryzae β-galactosidase using an Ensemble of Protein Language Models

{beta}-galactosidases (BGs) are essential enzymes widely used in the food industry, particularly in ...

BioRAG-DRAG: A Multimodal Biological Retrieval Layer for Local-First Biomedical Agents

Biomedical agents need reliable access to heterogeneous evidence: literature text, gene and pathway ...

geneML: Gene annotation across diverse fungal species using deep learning

Accurate gene prediction remains a major bottleneck in fungal genomics, where lineage diversity and ...

DeepBioGS: a hybrid framework for integrating crop growth modelling with genomic prediction through neural networks

Ensuring global food security under rapid climate change demands accelerated genetic gain and breedi...

Non-invasive Transcriptomic Cell Profiling of the Human Endometrium with Generative Deep Learning

Background Delineating the cellular origins of extracellular vesicles (EVs) enables the detection of...

Clonal haematopoiesis without identified genetic drivers: insights from analyses of 407,512 individuals

Clonal haematopoiesis (CH) becomes ubiquitous as humans age. The role of somatic driver mutations in...

CharacTERT: A machine learning tool for classifying hTERT missense variants

Missense mutations in TERT, the gene encoding the human telomerase catalytic subunit hTERT, are asso...

Prediction of Transcription Factor DNA Binding Affinity with High-Throughput Kd Measurements and Deep Learning

Transcription factors (TFs) regulate gene expression through specific interactions with genomic DNA....

Assessing the Generalizability of Machine Learning and Physics-Based Methods with DNA-Encoded Libraries

Predicting protein-ligand binding is a central challenge in computational drug discovery, and while ...

The YTHDF proteins shape the brain gene signatures of Alzheimer's disease

The gene signatures of Alzheimer's Disease (AD) brains reflect an output of a complex interplay of g...

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