The Fate of the Greenland Ice Sheet: Deep Learning from SkySat Images - eos.org

The Fate of the Greenland Ice Sheet: Deep Learning from SkySat Images  eos.org

DiNovo enables high-coverage and high-confidence de novo peptide sequencing via mirror proteases ...

DiNovo enables high-coverage and high-confidence de novo peptide sequencing via mirror proteases and deep learning  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

Periodicity-aware deep learning for polymers - Nature

Periodicity-aware deep learning for polymers  Nature

Deep learning speeds the search for new antibiotic scaffolds - Nature

Deep learning speeds the search for new antibiotic scaffolds  Nature

Evidential deep learning for interatomic potentials - Nature

Evidential deep learning for interatomic potentials  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

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

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

Glasses-free 3D display with ultrawide viewing range using deep learning - Nature

Glasses-free 3D display with ultrawide viewing range using deep learning  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

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

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

Deep learning reveals antibiotics in the archaeal proteome - Nature

Deep learning reveals antibiotics in the archaeal proteome  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

Investigating whether deep learning models for co-folding learn the physics of protein-ligand int...

Investigating whether deep learning models for co-folding learn the physics of protein-ligand interactions  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

Identification of plant-parasitic nematode genera in turfgrass using deep learning algorithms - N...

Identification of plant-parasitic nematode genera in turfgrass using deep learning algorithms  Nature

Advancing sleep health equity through deep learning on large-scale nocturnal respiratory signals ...

Advancing sleep health equity through deep learning on large-scale nocturnal respiratory signals  Nature

Integrating psychological profiling with deep learning for enhanced boxing action recognition - N...

Integrating psychological profiling with deep learning for enhanced boxing action recognition  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

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

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

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

Multi-target tracking for star sensor based on CenterTrack deep learning model - Nature

Multi-target tracking for star sensor based on CenterTrack deep learning model  Nature

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

Deep-learning-based virtual screening of antibacterial compounds  Nature

Hybrid geostatistical and deep learning framework for geochemical characterization in historical ...

Hybrid geostatistical and deep learning framework for geochemical characterization in historical mine tailings  Nature

Explainable multimodal deep learning for predicting thyroid cancer lateral lymph node metastasis ...

Explainable multimodal deep learning for predicting thyroid cancer lateral lymph node metastasis using ultrasound imaging  Nature

EnCTN: an enhanced AI-enabled deep learning framework for security enhancement in blockchain tran...

EnCTN: an enhanced AI-enabled deep learning framework for security enhancement in blockchain transactions  Nature

Clinical application of deep learning for enhanced multistage caries detection in panoramic radio...

Clinical application of deep learning for enhanced multistage caries detection in panoramic radiographs  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

Privacy preserving skin cancer diagnosis through federated deep learning and explainable AI | Sci...

Privacy preserving skin cancer diagnosis through federated deep learning and explainable AI | Scientific Reports  Nature

Deep learning diagnosis plus kinematic severity assessments of neurodivergent disorders | Scienti...

Deep learning diagnosis plus kinematic severity assessments of neurodivergent disorders | Scientific Reports  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 unlocks antimicrobial self-assembling peptides - Nature

Deep learning unlocks antimicrobial self-assembling peptides  Nature

Conditional deep learning model reveals translation elongation determinants during amino acid dep...

Conditional deep learning model reveals translation elongation determinants during amino acid deprivation  Nature

Precise, predictable genome integrations by deep-learning-assisted design of microhomology-based ...

Precise, predictable genome integrations by deep-learning-assisted design of microhomology-based templates  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

Development of deep learning-based narrow-band imaging endocytoscopic classification for predicti...

Development of deep learning-based narrow-band imaging endocytoscopic classification for predicting colorectal lesions from a retrospective study  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

Deep learning for image analysis - Nature

Deep learning for image analysis  Nature

Deep-learning-aided dismantling of interdependent networks - Nature

Deep-learning-aided dismantling of interdependent networks  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

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

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

Deep learning of conversation-based ‘filmstrips’ for robust Alzheimer’s disease detection - Nature

Deep learning of conversation-based ‘filmstrips’ for robust Alzheimer’s disease detection  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

Evidential deep learning-based drug-target interaction prediction - Nature

Evidential deep learning-based drug-target interaction prediction  Nature

Highly adaptable deep-learning platform for automated detection and analysis of vesicle exocytosi...

Highly adaptable deep-learning platform for automated detection and analysis of vesicle exocytosis  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

A deep learning model to predict glioma recurrence using integrated genomic and clinical data - N...

A deep learning model to predict glioma recurrence using integrated genomic and clinical data  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

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-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–guided design of dynamic proteins - Science | AAAS

Deep learning–guided design of dynamic proteins  Science | AAAS

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

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

Deep learning based optimal fish species identification to maximize production in fish ponds - Na...

Deep learning based optimal fish species identification to maximize production in fish ponds  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

A deep learning system for detecting silent brain infarction and predicting stroke risk - Nature

A deep learning system for detecting silent brain infarction and predicting stroke risk  Nature

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

Network-based intrusion detection using deep learning technique - Nature

Network-based intrusion detection using deep learning technique  Nature

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

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

Evaluation of deep learning models using explainable AI with qualitative and quantitative analysi...

Evaluation of deep learning models using explainable AI with qualitative and quantitative analysis for rice leaf disease detection  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

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

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

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  Nature

Comparison of deep learning models for predictive maintenance in industrial manufacturing systems...

Comparison of deep learning models for predictive maintenance in industrial manufacturing systems using sensor data  Nature

YOLO-LeafNet: a robust deep learning framework for multispecies plant disease detection with data...

YOLO-LeafNet: a robust deep learning framework for multispecies plant disease detection with data augmentation  Nature

Deep learning for network security: an Attention-CNN-LSTM model for accurate intrusion detection ...

Deep learning for network security: an Attention-CNN-LSTM model for accurate intrusion detection  Nature

Massive experimental quantification allows interpretable deep learning of protein aggregation - S...

Massive experimental quantification allows interpretable deep learning of protein aggregation  Science | AAAS

Top 10 Deep Learning Algorithms You Should Know in 2026 - Simplilearn.com

Top 10 Deep Learning Algorithms You Should Know in 2026  Simplilearn.com

A novel deep learning model based on YOLOv5 optimal method for coal gangue image recognition - Na...

A novel deep learning model based on YOLOv5 optimal method for coal gangue image recognition  Nature

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

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

A modified deep learning approach for seminal vesicle region localization in prostate MRI - Nature

A modified deep learning approach for seminal vesicle region localization in prostate MRI  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

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

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

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

Bridging deep learning force fields and electronic structures with a physics-informed approach - ...

Bridging deep learning force fields and electronic structures with a physics-informed approach  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

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

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

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

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

Predicting gene expression from DNA sequence using deep learning models  Nature

Enhanced wind power forecasting using machine learning, deep learning models and ensemble integra...

Enhanced wind power forecasting using machine learning, deep learning models and ensemble integration  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

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

BiaPy: accessible deep learning on bioimages - Nature

BiaPy: accessible deep learning on bioimages  Nature

Self-supervised model-informed deep learning for low-SNR SS-OCT domain transformation - Nature

Self-supervised model-informed deep learning for low-SNR SS-OCT domain transformation  Nature