Time-resolved functional genomics using deep learning reveals global hierarchical control of auto...

Time-resolved functional genomics using deep learning reveals global hierarchical control of autophagy  Nature

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

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 techniques for crop classification in complex agricultural landscapes - Nature

Deep learning techniques for crop classification in complex agricultural landscapes  Nature

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

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

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

Introducing Nested Learning: A new ML paradigm for continual learning - research.google

Introducing Nested Learning: A new ML paradigm for continual learning  research.google

Periodicity-aware deep learning for polymers - Nature

Periodicity-aware deep learning for polymers  Nature

Deep-learning electronic structure calculations - Nature

Deep-learning electronic structure calculations  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

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

Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications |...

Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications | npj Digital Medicine  Nature

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

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

Deep learning for motion classification in ankle exoskeletons using surface EMG and IMU signals -...

Deep learning for motion classification in ankle exoskeletons using surface EMG and IMU signals  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

A noise-tolerant human–machine interface based on deep learning-enhanced wearable sensors - Nature

A noise-tolerant human–machine interface based on deep learning-enhanced wearable sensors  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

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

Deep learning reveals antibiotics in the archaeal proteome - Nature

Deep learning reveals antibiotics in the archaeal proteome  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

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

Attention driven deep convolutional network with optimized learning for accurate landslide detect...

Attention driven deep convolutional network with optimized learning for accurate landslide detection and monitoring  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

Obesity prediction using an explainable deep learning framework based on LSTM–LIME with integrate...

Obesity prediction using an explainable deep learning framework based on LSTM–LIME with integrated visualization  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

Automated forest fire detection in ecological monitoring using enhanced deep learning networks - ...

Automated forest fire detection in ecological monitoring using enhanced deep learning networks  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

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

Assessing the potential of deep learning for protein–ligand docking - Nature

Assessing the potential of deep learning for protein–ligand docking  Nature

Research on personalized distance education recommendation system based on deep learning - Nature

Research on personalized distance education recommendation system based on deep learning  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

Characterizing the Impact of Training Data on Generalizability: Application in Deep Learning to E...

Characterizing the Impact of Training Data on Generalizability: Application in Deep Learning to Estimate Lung Nodule Malignancy Risk  RSNA Journals

Fast ground irradiance computations for agrivoltaics via physics-informed deep learning models - ...

Fast ground irradiance computations for agrivoltaics via physics-informed deep learning models  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

Spatial gene expression at single-cell resolution from histology using deep learning with GHIST -...

Spatial gene expression at single-cell resolution from histology using deep learning with GHIST  Nature

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

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

A comparative analysis of deep learning architectures for thyroid tissue classification with hype...

A comparative analysis of deep learning architectures for thyroid tissue classification with hyperspectral imaging  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

Analysis of deep learning-based technological innovation governance on the intelligent allocation...

Analysis of deep learning-based technological innovation governance on the intelligent allocation of innovation resources in the high-technology industry  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

Deep learning-based high-resolution time inference for deciphering dynamic gene regulation from f...

Deep learning-based high-resolution time inference for deciphering dynamic gene regulation from fixed embryos  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

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-based prediction of the selection factors for quantifying selection in immune recep...

Deep learning-based prediction of the selection factors for quantifying selection in immune receptor repertoires  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

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

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

Smart deep learning model for enhanced IoT intrusion detection - Nature

Smart deep learning model for enhanced IoT intrusion detection  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

DeepDTAGen: a multitask deep learning framework for drug-target affinity prediction and target-aw...

DeepDTAGen: a multitask deep learning framework for drug-target affinity prediction and target-aware drugs generation  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

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

Benchmark dataset and deep learning method for global tropical cyclone forecasting  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

A tailored deep learning approach for early detection of oral cancer using a 19-layer CNN on clin...

A tailored deep learning approach for early detection of oral cancer using a 19-layer CNN on clinical lip and tongue images  Nature

A ubiquitous and interoperable deep learning model for automatic detection of pleomorphic gastroe...

A ubiquitous and interoperable deep learning model for automatic detection of pleomorphic gastroesophageal lesions  Nature

An enhanced deep learning approach for speaker diarization using TitaNet, MarbelNet and time dela...

An enhanced deep learning approach for speaker diarization using TitaNet, MarbelNet and time delay network  Nature

Super-resolution tactile sensor arrays with sparse units enabled by deep learning - Science | AAAS

Super-resolution tactile sensor arrays with sparse units enabled by deep learning  Science | AAAS

Enhanced EEG signal classification in brain computer interfaces using hybrid deep learning models...

Enhanced EEG signal classification in brain computer interfaces using hybrid deep learning models  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

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

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

Best PyTorch Courses to Learn Deep Learning in 2026  Analytics Insight

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

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

Predicting gene expression from DNA sequence using deep learning models  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 architectures for influenza dynamics and treatment optimization: a comprehensive re...

Deep learning architectures for influenza dynamics and treatment optimization: a comprehensive review  Frontiers

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

An automated deep learning framework for brain tumor classification using MRI imagery - Nature

An automated deep learning framework for brain tumor classification using MRI imagery  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