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Deep learning model predicts which heart-failure patients will worsen within a year - Medical Xpress



Deep learning model predicts which heart-failure patients will worsen within a year  Medical Xpress

Deep learning techniques for crop classification in complex agricultural landscapes - Nature



Deep learning techniques for crop classification in complex agricultural landscapes  Nature

As AI Supercharges Cyber Attacks, Deep Learning Emerges as a Critical Safeguard - The AI Journal



As AI Supercharges Cyber Attacks, Deep Learning Emerges as a Critical Safeguard  The AI Journal

Co-Father of Deep Learning Raises $1B to Prove Today’s AI Is on the Wrong Path - ucstrategies.com



Co-Father of Deep Learning Raises $1B to Prove Today’s AI Is on the Wrong Path  ucstrategies.com

Deep learning model enables accurate and scalable drug-drug interaction prediction - Medical Xpress



Deep learning model enables accurate and scalable drug-drug interaction prediction  Medical Xpress

Q&A: Can mathematics reveal the depth of deep learning AI? - Penn State University



Q&A: Can mathematics reveal the depth of deep learning AI?  Penn State University

New MIT Sloan courses focus on deep learning, generative AI, and financial technology - MIT Sloan



New MIT Sloan courses focus on deep learning, generative AI, and financial technology  MIT Sloan

Best Neural Networks Courses in 2026 for AI and Deep Learning - Analytics Insight



Best Neural Networks Courses in 2026 for AI and Deep Learning  Analytics Insight

Periodicity-aware deep learning for polymers - Nature



Periodicity-aware deep learning for polymers  Nature

Deep learning models simultaneously trained on multiple datasets improve base-editing activity pr...



Deep learning models simultaneously trained on multiple datasets improve base-editing activity prediction  Nature

Deep-learning electronic structure calculations - Nature



Deep-learning electronic structure calculations  Nature

Volumetric localization microscopy with deep learning - Nature



Volumetric localization microscopy with deep learning  Nature

Accurate single-domain scaffolding of three nonoverlapping protein epitopes using deep learning -...



Accurate single-domain scaffolding of three nonoverlapping protein epitopes using deep learning  Nature

Predicting human mobility flows in cities using deep learning on satellite imagery - Nature



Predicting human mobility flows in cities using deep learning on satellite imagery  Nature

Hundred-layer photonic deep learning - Nature



Hundred-layer photonic deep learning  Nature

Generating synthetic task-based brain fingerprints for population neuroscience using deep learnin...



Generating synthetic task-based brain fingerprints for population neuroscience using deep learning  Nature

A multi-task deep learning pipeline for classification, detection, and weakly supervised 3D segme...



A multi-task deep learning pipeline for classification, detection, and weakly supervised 3D segmentation of intraparenchymal hematoma on brain CT  Nature

Integrating protein language and geometric deep learning models for enhanced vaccine antigen pred...



Integrating protein language and geometric deep learning models for enhanced vaccine antigen prediction  Nature

Dynamic differential privacy technique for deep learning models - Scientific Reports - Nature



Dynamic differential privacy technique for deep learning models - Scientific Reports  Nature

Multimodal deep learning approaches for improving polygenic risk scores with imaging data - Nature



Multimodal deep learning approaches for improving polygenic risk scores with imaging data  Nature

A deep learning runoff prediction model based on wavelet decomposition and dynamic feature fusion...



A deep learning runoff prediction model based on wavelet decomposition and dynamic feature fusion  Nature

Deep-learning-based HER2 status assessment from multimodal breast cancer data predicts neoadjuvan...



Deep-learning-based HER2 status assessment from multimodal breast cancer data predicts neoadjuvant therapy response  Nature

Mammo-AGE: deep learning estimation of breast age from mammograms - Nature



Mammo-AGE: deep learning estimation of breast age from mammograms  Nature

Optimizing deep learning models for on-orbit deployment through neural architecture search - Nature



Optimizing deep learning models for on-orbit deployment through neural architecture search  Nature

Adaptive stretching of representations across brain regions and deep learning model layers - Nature



Adaptive stretching of representations across brain regions and deep learning model layers  Nature

Flexynesis: A deep learning toolkit for bulk multi-omics data integration for precision oncology ...



Flexynesis: A deep learning toolkit for bulk multi-omics data integration for precision oncology and beyond  Nature

A fused deep learning approach to transform drug repositioning - Nature



A fused deep learning approach to transform drug repositioning  Nature

Deep learning model for assessing survival benefits in hepatocellular carcinoma patients undergoi...



Deep learning model for assessing survival benefits in hepatocellular carcinoma patients undergoing intra-arterial therapies based on proliferative subtype  Nature

A deep learning-based multiscale integration of spatial omics with tumor morphology - Nature



A deep learning-based multiscale integration of spatial omics with tumor morphology  Nature

Development and validation of a clinical wearable deep learning based continuous inhospital deter...



Development and validation of a clinical wearable deep learning based continuous inhospital deterioration prediction model  Nature

Real-time concrete strength monitoring using piezoelectric sensors and deep learning - Nature



Real-time concrete strength monitoring using piezoelectric sensors and deep learning  Nature

Deep learning reveals antibiotics in the archaeal proteome - Nature



Deep learning reveals antibiotics in the archaeal proteome  Nature

Demand forecasting of smart tourism integrating spatial metrology and deep learning - Nature



Demand forecasting of smart tourism integrating spatial metrology and deep learning  Nature

GraphComm predicts cell cell communication using a graph based deep learning method in single cel...



GraphComm predicts cell cell communication using a graph based deep learning method in single cell RNA sequencing data  Nature

Evidential deep learning-based ALK-expression screening using H&E-stained histopathological image...



Evidential deep learning-based ALK-expression screening using H&E-stained histopathological images  Nature

Improving phishing email detection performance through deep learning with adaptive optimization -...



Improving phishing email detection performance through deep learning with adaptive optimization  Nature

Introducing Nested Learning: A new ML paradigm for continual learning - Research at Google



Introducing Nested Learning: A new ML paradigm for continual learning  Research at Google

Spike train analysis in rehabilitation movement classification using deep learning approach - Nature



Spike train analysis in rehabilitation movement classification using deep learning approach  Nature

Template Learning: Deep learning with domain randomization for particle picking in cryo-electron ...



Template Learning: Deep learning with domain randomization for particle picking in cryo-electron tomography  Nature

A deep learning based automatic report generator for retinal optical coherence tomography images ...



A deep learning based automatic report generator for retinal optical coherence tomography images  Nature

Enhancing deep learning-based field reconstruction with a differentiable learning framework - Nature



Enhancing deep learning-based field reconstruction with a differentiable learning framework  Nature

Deep learning prediction of noise-driven nonlinear instabilities in fibre optics - Nature



Deep learning prediction of noise-driven nonlinear instabilities in fibre optics  Nature

DeepMVP: deep learning models trained on high-quality data accurately predict PTM sites and varia...



DeepMVP: deep learning models trained on high-quality data accurately predict PTM sites and variant-induced alterations  Nature

Deep-learning-based virtual screening of antibacterial compounds - Nature



Deep-learning-based virtual screening of antibacterial compounds  Nature

An interpretable CT-based deep learning model for predicting overall survival in patients with bl...



An interpretable CT-based deep learning model for predicting overall survival in patients with bladder cancer: a multicenter study  Nature

Deep learning approach for crop-weed segmentation in peanut cultivation using PSPEdgeWeedNet - Na...



Deep learning approach for crop-weed segmentation in peanut cultivation using PSPEdgeWeedNet  Nature

Scalable emulation of protein equilibrium ensembles with generative deep learning - Science | AAAS



Scalable emulation of protein equilibrium ensembles with generative deep learning  Science | AAAS

Deep-learning-based gene perturbation effect prediction does not yet outperform simple linear bas...



Deep-learning-based gene perturbation effect prediction does not yet outperform simple linear baselines  Nature

Deep learning based medical image compression using cross attention learning and wavelet transfor...



Deep learning based medical image compression using cross attention learning and wavelet transform  Nature

Pancancer outcome prediction via a unified weakly supervised deep learning model - Nature



Pancancer outcome prediction via a unified weakly supervised deep learning model  Nature

Deep learning unlocks antimicrobial self-assembling peptides - Nature



Deep learning unlocks antimicrobial self-assembling peptides  Nature

Deep learning approach for screening neonatal cerebral lesions on ultrasound in China - Nature



Deep learning approach for screening neonatal cerebral lesions on ultrasound in China  Nature

Scalable and lightweight deep learning for efficient high accuracy single-molecule localization m...



Scalable and lightweight deep learning for efficient high accuracy single-molecule localization microscopy  Nature

HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer - N...



HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer  Nature

Multimodal deep learning model for prognostic prediction in cervical cancer receiving definitive ...



Multimodal deep learning model for prognostic prediction in cervical cancer receiving definitive radiotherapy: a multi-center study  Nature

Predicting sequence-specific amplification efficiency in multi-template PCR with deep learning - ...



Predicting sequence-specific amplification efficiency in multi-template PCR with deep learning  Nature

Deep-learning-aided dismantling of interdependent networks - Nature



Deep-learning-aided dismantling of interdependent networks  Nature

Skillful subseasonal soil moisture drought forecasts with deep learning-dynamic models - Nature



Skillful subseasonal soil moisture drought forecasts with deep learning-dynamic models  Nature

Deepath-MSI: a clinic-ready deep learning model for microsatellite instability detection in color...



Deepath-MSI: a clinic-ready deep learning model for microsatellite instability detection in colorectal cancer using whole-slide imaging  Nature

A unified pre-trained deep learning framework for cross-task reaction performance prediction and ...



A unified pre-trained deep learning framework for cross-task reaction performance prediction and synthesis planning  Nature

Histopathology-based protein multiplex generation using deep learning - Nature



Histopathology-based protein multiplex generation using deep learning  Nature

Improved Inception-Capsule deep learning model with enhanced feature selection for early predicti...



Improved Inception-Capsule deep learning model with enhanced feature selection for early prediction of heart disease  Nature

Deep learning based knowledge tracing in intelligent tutoring systems - Nature



Deep learning based knowledge tracing in intelligent tutoring systems  Nature

Deep learning quantifies pathologists’ visual patterns for whole slide image diagnosis - Nature



Deep learning quantifies pathologists’ visual patterns for whole slide image diagnosis  Nature

Diagnosis of unilateral vocal fold paralysis using auto-diagnostic deep learning model - Nature



Diagnosis of unilateral vocal fold paralysis using auto-diagnostic deep learning model  Nature

Deep learning for automated, motion-resolved tumor segmentation in radiotherapy | npj Precision O...



Deep learning for automated, motion-resolved tumor segmentation in radiotherapy | npj Precision Oncology  Nature

Deep-learning structure elucidation from single-mutant deep mutational scanning - Nature



Deep-learning structure elucidation from single-mutant deep mutational scanning  Nature

Deep-learning model for embryo selection using time-lapse imaging of matched high-quality embryos...



Deep-learning model for embryo selection using time-lapse imaging of matched high-quality embryos  Nature

Using deep learning to increase the accuracy of computational chemistry and density functional th...



Using deep learning to increase the accuracy of computational chemistry and density functional theory  Microsoft

Identification of hypertrophic cardiomyopathy on electrocardiographic images with deep learning -...



Identification of hypertrophic cardiomyopathy on electrocardiographic images with deep learning  Nature

Deep learning assessment of metastatic relapse risk from digitized breast cancer histological sli...



Deep learning assessment of metastatic relapse risk from digitized breast cancer histological slides  Nature

Optimization of deep learning architecture based on multi-path convolutional neural network algor...



Optimization of deep learning architecture based on multi-path convolutional neural network algorithm  Nature

Accurate de novo design of high-affinity protein-binding macrocycles using deep learning - Nature



Accurate de novo design of high-affinity protein-binding macrocycles using deep learning  Nature

Navigating cell state transitions with deep learning - Nature



Navigating cell state transitions with deep learning  Nature

Network-based intrusion detection using deep learning technique - Nature



Network-based intrusion detection using deep learning technique  Nature

Deep learning software stacks for analogue in-memory computing-based accelerators - Nature



Deep learning software stacks for analogue in-memory computing-based accelerators  Nature

Estimating full-field displacement in biological images using deep learning - Nature



Estimating full-field displacement in biological images using deep learning  Nature

Predicting expression-altering promoter mutations with deep learning - Science | AAAS



Predicting expression-altering promoter mutations with deep learning  Science | AAAS

Prioritizing perturbation-responsive gene patterns using interpretable deep learning - Nature



Prioritizing perturbation-responsive gene patterns using interpretable deep learning  Nature

Explainable, federated deep learning model predicts disease progression risk of cutaneous squamou...



Explainable, federated deep learning model predicts disease progression risk of cutaneous squamous cell carcinoma  Nature

Classifying and diagnosing Alzheimer’s disease with deep learning using 6735 brain MRI images - N...



Classifying and diagnosing Alzheimer’s disease with deep learning using 6735 brain MRI images  Nature

Bayesian deep-learning structured illumination microscopy enables reliable super-resolution imagi...



Bayesian deep-learning structured illumination microscopy enables reliable super-resolution imaging with uncertainty quantification  Nature

A Deep Learning Alternative Can Help AI Agents Gameplay the Real World - WIRED



A Deep Learning Alternative Can Help AI Agents Gameplay the Real World  WIRED

Benchmark dataset and deep learning method for global tropical cyclone forecasting - Nature



Benchmark dataset and deep learning method for global tropical cyclone forecasting  Nature

Deep learning driven interpretable and informed decision making model for brain tumour prediction...



Deep learning driven interpretable and informed decision making model for brain tumour prediction using explainable AI | Scientific Reports  Nature

Exploring climate futures with deep learning - Nature



Exploring climate futures with deep learning  Nature

Performance of deep-learning-based approaches to improve polygenic scores - Nature



Performance of deep-learning-based approaches to improve polygenic scores  Nature

Unified deep learning framework for many-body quantum chemistry via Green’s functions - Nature



Unified deep learning framework for many-body quantum chemistry via Green’s functions  Nature

Blockchain enhanced distributed denial of service detection in IoT using deep learning and evolut...



Blockchain enhanced distributed denial of service detection in IoT using deep learning and evolutionary computation  Nature

Evaluation of machine learning and deep learning algorithms for fire prediction in Southeast Asia...



Evaluation of machine learning and deep learning algorithms for fire prediction in Southeast Asia  Nature

Best PyTorch Courses to Learn Deep Learning in 2026 - Analytics Insight



Best PyTorch Courses to Learn Deep Learning in 2026  Analytics Insight

Deep-learning-based single-domain and multidomain protein structure prediction with D-I-TASSER - ...



Deep-learning-based single-domain and multidomain protein structure prediction with D-I-TASSER  Nature

Digital twin based deep learning framework for personalized thermal comfort prediction and energy...



Digital twin based deep learning framework for personalized thermal comfort prediction and energy efficient operation in smart buildings  Nature

Deep learning based predictive models for real time accident prevention in autonomous vehicle net...



Deep learning based predictive models for real time accident prevention in autonomous vehicle networks  Nature

scMODAL: a general deep learning framework for comprehensive single-cell multi-omics data alignme...



scMODAL: a general deep learning framework for comprehensive single-cell multi-omics data alignment with feature links  Nature

Using deep learning to generate key variables in global mitigation scenarios - Nature



Using deep learning to generate key variables in global mitigation scenarios  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

Trade-offs between machine learning and deep learning for mental illness detection on social medi...



Trade-offs between machine learning and deep learning for mental illness detection on social media  Nature

Lightweight deep learning for real-time road distress detection on mobile devices - Nature



Lightweight deep learning for real-time road distress detection on mobile devices  Nature

BiaPy: accessible deep learning on bioimages - Nature



BiaPy: accessible deep learning on bioimages  Nature