Genetics

Genetics

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

11,216 articles

Subcategories: Genetics

Showing 7372-7392 of 11,216 articles

Prior Knowledge Injection into Deep Learning Models Predicting Gene Expression from Whole Slide Images

Cancer diagnosis and prognosis primarily depend on clinical parameters such as age and tumor grade...

Jan 2025 http://arxiv.org/abs/2501.14056v1

LiT: Delving into a Simplified Linear Diffusion Transformer for Image Generation

In commonly used sub-quadratic complexity modules, linear attention benefits from simplicity and h...

Jan 2025 http://arxiv.org/abs/2501.12976v1

Unified CNNs and transformers underlying learning mechanism reveals multi-head attention modus vivendi

Convolutional neural networks (CNNs) evaluate short-range correlations in input images which progr...

Jan 2025 http://arxiv.org/abs/2501.12900v3

Mutation-Guided LLM-based Test Generation at Meta

This paper describes Meta's ACH system for mutation-guided LLM-based test generation. ACH generate...

Jan 2025 http://arxiv.org/abs/2501.12862v1

WinPCA: A package for windowed principal component analysis

Principal component analysis (PCA) is routinely used in population genetics to assess genetic stru...

Jan 2025 http://arxiv.org/abs/2501.11982v1

Hypergraph Representations of scRNA-seq Data for Improved Clustering with Random Walks

Analysis of single-cell RNA sequencing data is often conducted through network projections such as...

Jan 2025 http://arxiv.org/abs/2501.11760v3

Training-free Ultra Small Model for Universal Sparse Reconstruction in Compressed Sensing

Pre-trained large models attract widespread attention in recent years, but they face challenges in...

Jan 2025 http://arxiv.org/abs/2501.11592v2

Image Classification Method using Dynamic Quantum Inspired Genetic Algorithm

This study presents a dynamic Quantum-Inspired Genetic Algorithm (D-QIGA) for feature selection, l...

Jan 2025 http://arxiv.org/abs/2501.11477v4

Predicting Diabetic Retinopathy Using a Machine Learning Approach Informed by Whole-Exome Sequencing Studies.

OBJECTIVE: To establish and validate a novel diabetic retinopathy (DR) risk-prediction model using a...

Jan 2025 39924156

ScaMaha: A Tool for Parsing, Analyzing, and Visualizing Object-Oriented Software Systems

Reverse engineering tools are required to handle the complexity of software products and the uniqu...

Jan 2025 http://arxiv.org/abs/2501.11001v1

AI-Driven Hybrid Ecological Model for Predicting Oncolytic Viral Therapy Dynamics

Oncolytic viral therapy (OVT) is an emerging precision therapy for aggressive and recurrent cancer...

Jan 2025 http://arxiv.org/abs/2501.10620v1

Interpretable Droplet Digital PCR Assay for Trustworthy Molecular Diagnostics

Accurate molecular quantification is essential for advancing research and diagnostics in fields su...

Jan 2025 http://arxiv.org/abs/2501.09218v1

Neuroblastoma: nutritional strategies as supportive care in pediatric oncology

Neuroblastoma, is a highly heterogeneous pediatric tumour and is responsible for 15% of pediatric ...

Jan 2025 http://arxiv.org/abs/2501.08714v1

Beyond the hype: using AI, big data, wearable devices, and the internet of things for high-throughput livestock phenotyping.

Phenotyping of animals is a routine task in agriculture which can provide large datasets for the fun...

Jan 2025 39158344

DeepMEns: an ensemble model for predicting sgRNA on-target activity based on multiple features.

The CRISPR/Cas9 system developed from Streptococcus pyogenes (SpCas9) has high potential in gene edi...

Jan 2025 39528429

SCREEN: A Graph-based Contrastive Learning Tool to Infer Catalytic Residues and Assess Enzyme Mutations.

The accurate identification of catalytic residues contributes to our understanding of enzyme functio...

Jan 2025 39724324

Integrative machine learning approach for identification of new molecular scaffold and prediction of inhibition responses in cancer cells using multi-omics data.

MDM2 (Mouse Double Minute 2), a fundamental governor of the p53 tumor suppressor pathway, has garner...

Jan 2025 40251828

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