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Deep learning model dramatically improves subgraph matching accuracy by eliminating noise - Tech ...



Deep learning model dramatically improves subgraph matching accuracy by eliminating noise  Tech Xplore

Predicting gene expression from DNA sequence using deep learning models - Nature



Predicting gene expression from DNA sequence using deep learning models  Nature

Optimized Deep Learning Model Classifies Smartphone Images of Malignant Skin Lesions - AJMC



Optimized Deep Learning Model Classifies Smartphone Images of Malignant Skin Lesions  AJMC

ISMRM: Deep-learning tool shows promise in diagnosing frontotemporal dementia - AuntMinnie



ISMRM: Deep-learning tool shows promise in diagnosing frontotemporal dementia  AuntMinnie

Improving Quantum Computer Error Correction with Deep Learning - AZoQuantum



Improving Quantum Computer Error Correction with Deep Learning  AZoQuantum

Leveraging explainable artificial intelligence with ensemble of deep learning model for dementia ...



Leveraging explainable artificial intelligence with ensemble of deep learning model for dementia prediction to enhance clinical decision support systems  Nature

5th annual Deep Learning Workshop, March 14 - Marquette Today



5th annual Deep Learning Workshop, March 14  Marquette Today

Can deep learning transform heart failure prevention? - MIT News



Can deep learning transform heart failure prevention?  MIT News

Detection of sugar beet seed coating defects via deep learning - Nature



Detection of sugar beet seed coating defects via deep learning  Nature

F]FP-CIT PET-based deep learning prediction of levodopa-induced dyskinesia in Parkinson’s disease...



F]FP-CIT PET-based deep learning prediction of levodopa-induced dyskinesia in Parkinson’s disease  Nature

A new deep learning-based fast transcoding for internet of things applications - Nature



A new deep learning-based fast transcoding for internet of things applications  Nature

Optimizing sustainable blended concrete mixes using deep learning and multi-objective optimizatio...



Optimizing sustainable blended concrete mixes using deep learning and multi-objective optimization  Nature

The analysis of artificial intelligence knowledge graphs for online music learning platform under...



The analysis of artificial intelligence knowledge graphs for online music learning platform under deep learning  Nature

A deep learning framework for virtual continuous glucose monitoring and glucose prediction based ...



A deep learning framework for virtual continuous glucose monitoring and glucose prediction based on life-log data  Nature

Deep learning-assisted analysis of single-particle tracking for automated correlation between dif...



Deep learning-assisted analysis of single-particle tracking for automated correlation between diffusion and function  Nature

Deep learning HRNet FCN for blood vessel identification in laparoscopic pancreatic surgery | npj ...



Deep learning HRNet FCN for blood vessel identification in laparoscopic pancreatic surgery | npj Digital Medicine  Nature

Automated assessment of simulated laparoscopic surgical skill performance using deep learning | S...



Automated assessment of simulated laparoscopic surgical skill performance using deep learning | Scientific Reports  Nature

Deep learning and sentence embeddings for detection of clickbait news from online content - Nature



Deep learning and sentence embeddings for detection of clickbait news from online content  Nature

A digital photography dataset for Vaccinia Virus plaque quantification using Deep Learning - Nature



A digital photography dataset for Vaccinia Virus plaque quantification using Deep Learning  Nature

Model-constrained deep learning for online fault diagnosis in Li-ion batteries over stochastic co...



Model-constrained deep learning for online fault diagnosis in Li-ion batteries over stochastic conditions  Nature

High-dimensional imaging using combinatorial channel multiplexing and deep learning - Nature



High-dimensional imaging using combinatorial channel multiplexing and deep learning  Nature

Generative deep learning for predicting ultrahigh lattice thermal conductivity materials - Nature



Generative deep learning for predicting ultrahigh lattice thermal conductivity materials  Nature

Imaging Science Thesis Defense: Towards Robust Deep Learning for Medical Imaging with Limited and...



Imaging Science Thesis Defense: Towards Robust Deep Learning for Medical Imaging with Limited and Noisy Labeled Data  Rochester Institute of Technology

A deep-learning model for quantifying circulating tumour DNA from the density distribution of DNA...



A deep-learning model for quantifying circulating tumour DNA from the density distribution of DNA-fragment lengths  Nature

Deep learning enabled liquid-based cytology model for cervical precancer and cancer detection - N...



Deep learning enabled liquid-based cytology model for cervical precancer and cancer detection  Nature

MARBLE: interpretable representations of neural population dynamics using geometric deep learning...



MARBLE: interpretable representations of neural population dynamics using geometric deep learning  Nature

Deep learning-based multi-criteria recommender system for technology-enhanced learning - Nature



Deep learning-based multi-criteria recommender system for technology-enhanced learning  Nature

Advanced lightweight deep learning vision framework for efficient pavement damage identification ...



Advanced lightweight deep learning vision framework for efficient pavement damage identification  Nature

CatPred: a comprehensive framework for deep learning in vitro enzyme kinetic parameters - Nature



CatPred: a comprehensive framework for deep learning in vitro enzyme kinetic parameters  Nature

Deep-learning enabled generalized inverse design of multi-port radio-frequency and sub-terahertz ...



Deep-learning enabled generalized inverse design of multi-port radio-frequency and sub-terahertz passives and integrated circuits  Nature

Data-efficient construction of high-fidelity graph deep learning interatomic potentials - Nature



Data-efficient construction of high-fidelity graph deep learning interatomic potentials  Nature

An explainable deep learning platform for molecular discovery - Nature



An explainable deep learning platform for molecular discovery  Nature

Deep learning-based aberration compensation improves contrast and resolution in fluorescence micr...



Deep learning-based aberration compensation improves contrast and resolution in fluorescence microscopy  Nature

Robust enzyme discovery and engineering with deep learning using CataPro - Nature



Robust enzyme discovery and engineering with deep learning using CataPro  Nature

Unsupervised deep learning of electrocardiograms enables scalable human disease profiling | npj D...



Unsupervised deep learning of electrocardiograms enables scalable human disease profiling | npj Digital Medicine  Nature

Targeting protein–ligand neosurfaces with a generalizable deep learning tool - Nature



Targeting protein–ligand neosurfaces with a generalizable deep learning tool  Nature

Deep learning to decode sites of RNA translation in normal and cancerous tissues - Nature



Deep learning to decode sites of RNA translation in normal and cancerous tissues  Nature

Nanocarrier imaging at single-cell resolution across entire mouse bodies with deep learning - Nature



Nanocarrier imaging at single-cell resolution across entire mouse bodies with deep learning  Nature

Deep learning based gasket fault detection: a CNN approach - Nature



Deep learning based gasket fault detection: a CNN approach  Nature

Deep learning for predicting rate-induced tipping - Nature



Deep learning for predicting rate-induced tipping  Nature

Deep learning network for NMR spectra reconstruction in time-frequency domain and quality assessm...



Deep learning network for NMR spectra reconstruction in time-frequency domain and quality assessment  Nature

Deep learning at the forefront of detecting tipping points - Nature



Deep learning at the forefront of detecting tipping points  Nature

Geometry-encoded molecular dynamics enables deep learning insights into P450 regiospecificity con...



Geometry-encoded molecular dynamics enables deep learning insights into P450 regiospecificity control  Nature

An explainable and accurate transformer-based deep learning model for wheeze classification utili...



An explainable and accurate transformer-based deep learning model for wheeze classification utilizing real-world pediatric data  Nature

Toward a unified benchmark and framework for deep learning-based prediction of nuclear magnetic r...



Toward a unified benchmark and framework for deep learning-based prediction of nuclear magnetic resonance chemical shifts  Nature

A unified evolution-driven deep learning framework for virus variation driver prediction - Nature



A unified evolution-driven deep learning framework for virus variation driver prediction  Nature

Deep learning based agricultural pest monitoring and classification - Nature



Deep learning based agricultural pest monitoring and classification  Nature

Purdue deep-learning innovation secures semiconductors against counterfeit chips - Purdue University



Purdue deep-learning innovation secures semiconductors against counterfeit chips  Purdue University

A deep learning pipeline for three-dimensional brain-wide mapping of local neuronal ensembles in ...



A deep learning pipeline for three-dimensional brain-wide mapping of local neuronal ensembles in teravoxel light-sheet microscopy  Nature

Towards highly sensitive deep learning-based end-to-end database search for tandem mass spectrome...



Towards highly sensitive deep learning-based end-to-end database search for tandem mass spectrometry  Nature

Interpreting and comparing neural activity across systems by geometric deep learning - Nature



Interpreting and comparing neural activity across systems by geometric deep learning  Nature

SwinConvNeXt: a fused deep learning architecture for Real-time garbage image classification - Nature



SwinConvNeXt: a fused deep learning architecture for Real-time garbage image classification  Nature

A deep learning-driven multi-layered steganographic approach for enhanced data security - Nature



A deep learning-driven multi-layered steganographic approach for enhanced data security  Nature

Explainable deep learning and virtual evolution identifies antimicrobial peptides with activity a...



Explainable deep learning and virtual evolution identifies antimicrobial peptides with activity against multidrug-resistant human pathogens  Nature

A multi-modal deep learning model for prediction of Ki-67 for meningiomas using pretreatment MR i...



A multi-modal deep learning model for prediction of Ki-67 for meningiomas using pretreatment MR images  Nature

Mapping the topography of spatial gene expression with interpretable deep learning - Nature



Mapping the topography of spatial gene expression with interpretable deep learning  Nature

A multitask deep learning model utilizing electrocardiograms for major cardiovascular adverse eve...



A multitask deep learning model utilizing electrocardiograms for major cardiovascular adverse events prediction  Nature

A hybrid explainable model based on advanced machine learning and deep learning models for classi...



A hybrid explainable model based on advanced machine learning and deep learning models for classifying brain tumors using MRI images  Nature

Accelerating superconductor discovery through tempered deep learning of the electron-phonon spect...



Accelerating superconductor discovery through tempered deep learning of the electron-phonon spectral function  Nature

Deep learning–enabled filter-free fluorescence microscope - Science | AAAS



Deep learning–enabled filter-free fluorescence microscope  Science | AAAS

A study on hybrid-architecture deep learning model for predicting pressure distribution in 2D air...



A study on hybrid-architecture deep learning model for predicting pressure distribution in 2D airfoils  Nature

Predicting emergence of crystals from amorphous precursors with deep learning potentials - Nature



Predicting emergence of crystals from amorphous precursors with deep learning potentials  Nature

DPFunc: accurately predicting protein function via deep learning with domain-guided structure inf...



DPFunc: accurately predicting protein function via deep learning with domain-guided structure information  Nature

Battery lifetime prediction across diverse ageing conditions with inter-cell deep learning - Nature



Battery lifetime prediction across diverse ageing conditions with inter-cell deep learning  Nature

DeepPrep: an accelerated, scalable and robust pipeline for neuroimaging preprocessing empowered b...



DeepPrep: an accelerated, scalable and robust pipeline for neuroimaging preprocessing empowered by deep learning  Nature

π -PrimeNovo: an accurate and efficient non-autoregressive deep learning model for de novo peptid...



π -PrimeNovo: an accurate and efficient non-autoregressive deep learning model for de novo peptide sequencing  Nature

Globally scalable glacier mapping by deep learning matches expert delineation accuracy - Nature



Globally scalable glacier mapping by deep learning matches expert delineation accuracy  Nature

Reliable deep learning in anomalous diffusion against out-of-distribution dynamics - Nature



Reliable deep learning in anomalous diffusion against out-of-distribution dynamics  Nature

A robust deep learning framework for multiclass skin cancer classification - Nature



A robust deep learning framework for multiclass skin cancer classification  Nature

Mitochondrial segmentation and function prediction in live-cell images with deep learning - Nature



Mitochondrial segmentation and function prediction in live-cell images with deep learning  Nature

Reservoir direct feedback alignment: deep learning by physical dynamics - Nature



Reservoir direct feedback alignment: deep learning by physical dynamics  Nature

Teaching Deep Learning Using Esri Resources - Esri



Teaching Deep Learning Using Esri Resources  Esri

Deep learning resilience inference for complex networked systems - Nature



Deep learning resilience inference for complex networked systems  Nature

Deep learning enhances the prediction of HLA class I-presented CD8 - Nature



Deep learning enhances the prediction of HLA class I-presented CD8  Nature

Accurate RNA 3D structure prediction using a language model-based deep learning approach - Nature



Accurate RNA 3D structure prediction using a language model-based deep learning approach  Nature

Top 10 Deep Learning Algorithms You Should Know in 2025 - Simplilearn.com



Top 10 Deep Learning Algorithms You Should Know in 2025  Simplilearn.com

Deep learning as Ricci flow - Scientific Reports - Nature



Deep learning as Ricci flow - Scientific Reports  Nature

A deep learning approach for rational ligand generation with toxicity control via reactive buildi...



A deep learning approach for rational ligand generation with toxicity control via reactive building blocks  Nature

Accelerated optimization in deep learning with a proportional-integral-derivative controller - Na...



Accelerated optimization in deep learning with a proportional-integral-derivative controller  Nature

Signature-based intrusion detection using machine learning and deep learning approaches empowered...



Signature-based intrusion detection using machine learning and deep learning approaches empowered with fuzzy clustering  Nature

Designed with interactome-based deep learning - Nature



Designed with interactome-based deep learning  Nature

A novel deep learning algorithm for real-time prediction of clinical deterioration in the emergen...



A novel deep learning algorithm for real-time prediction of clinical deterioration in the emergency department for a multimodal clinical decision support system | Scientific Reports  Nature

Deep learning with information fusion and model interpretation for long-term prenatal fetal heart...



Deep learning with information fusion and model interpretation for long-term prenatal fetal heart rate data  Nature

AI-driven video summarization for optimizing content retrieval and management through deep learni...



AI-driven video summarization for optimizing content retrieval and management through deep learning techniques  Nature

Glottic opening detection using deep learning for neonatal intubation with video laryngoscopy - N...



Glottic opening detection using deep learning for neonatal intubation with video laryngoscopy  Nature

A deep learning based model for diabetic retinopathy grading - Nature



A deep learning based model for diabetic retinopathy grading  Nature

Analytical ab initio hessian from a deep learning potential for transition state optimization - N...



Analytical ab initio hessian from a deep learning potential for transition state optimization  Nature

Deep learning-based models for preimplantation mouse and human embryos based on single-cell RNA s...



Deep learning-based models for preimplantation mouse and human embryos based on single-cell RNA sequencing  Nature

A community effort to optimize sequence-based deep learning models of gene regulation - Nature



A community effort to optimize sequence-based deep learning models of gene regulation  Nature

Deep learning prediction of ribosome profiling with Translatomer reveals translational regulation...



Deep learning prediction of ribosome profiling with Translatomer reveals translational regulation and interprets disease variants  Nature

Accelerating segmentation of fossil CT scans through Deep Learning - Nature



Accelerating segmentation of fossil CT scans through Deep Learning  Nature

Deep learning to predict cardiovascular mortality from aortic disease in heavy smokers | npj Card...



Deep learning to predict cardiovascular mortality from aortic disease in heavy smokers | npj Cardiovascular Health  Nature

A deep learning method that identifies cellular heterogeneity using nanoscale nuclear features - ...



A deep learning method that identifies cellular heterogeneity using nanoscale nuclear features  Nature

Deep learning based decision-making and outcome prediction for adolescent idiopathic scoliosis pa...



Deep learning based decision-making and outcome prediction for adolescent idiopathic scoliosis patients with posterior surgery  Nature

Deep learning-based malaria parasite detection: convolutional neural networks model for accurate ...



Deep learning-based malaria parasite detection: convolutional neural networks model for accurate species identification of Plasmodium falciparum and Plasmodium vivax  Nature

Cough2COVID-19 detection using an enhanced multi layer ensemble deep learning framework and Cough...



Cough2COVID-19 detection using an enhanced multi layer ensemble deep learning framework and CoughFeatureRanker | Scientific Reports  Nature

A comparative evaluation of deep learning approaches for ophthalmology | Scientific Reports - Nature



A comparative evaluation of deep learning approaches for ophthalmology | Scientific Reports  Nature

Deep learning generative model for crystal structure prediction | npj Computational Materials - N...



Deep learning generative model for crystal structure prediction | npj Computational Materials  Nature

Blood cancer prediction model based on deep learning technique - Nature



Blood cancer prediction model based on deep learning technique  Nature

Scalable deep learning artificial intelligence histopathology slide analysis and validation | Sci...



Scalable deep learning artificial intelligence histopathology slide analysis and validation | Scientific Reports  Nature