Deep learning-based prediction of lymph node metastasis and occult tumor cells in gastric cancer ...

Deep learning-based prediction of lymph node metastasis and occult tumor cells in gastric cancer using histopathological images: a retrospective study  Nature

ARVO 2026: 3D imaging and deep learning for retinal disease - Ophthalmology Times

ARVO 2026: 3D imaging and deep learning for retinal disease  Ophthalmology Times

From EEG to Depression Severity: Novel Deep Learning - Bioengineer.org

From EEG to Depression Severity: Novel Deep Learning  Bioengineer.org

Deep Learning Inference Platforms Market Report 2026: - openPR.com

Deep Learning Inference Platforms Market Report 2026:  openPR.com

HESpotEx: a dual-stream deep learning framework for spot-level gene expression prediction from hi...

HESpotEx: a dual-stream deep learning framework for spot-level gene expression prediction from histological images  Nature

Short-term course on deep learning techniques, AI begins at NIT-Kurukshetra - The Tribune

Short-term course on deep learning techniques, AI begins at NIT-Kurukshetra  The Tribune

Can Deep Learning Predict War, and Should It? - United Nations University

Can Deep Learning Predict War, and Should It?  United Nations University

Deep-learning imaging reconstruction: Improving IQ and patient outcomes in radiology - GE HealthCare

Deep-learning imaging reconstruction: Improving IQ and patient outcomes in radiology  GE HealthCare

HESpotEx: Deep Learning Predicts Gene Expression from Histology - Bioengineer.org

HESpotEx: Deep Learning Predicts Gene Expression from Histology  Bioengineer.org

A deep learning ECG model for identification and localization of occlusion myocardial infarction ...

A deep learning ECG model for identification and localization of occlusion myocardial infarction  Nature

Molecular deep learning at the edge of chemical space - Nature

Molecular deep learning at the edge of chemical space  Nature

A generalizable deep learning system for cardiac MRI - Nature

A generalizable deep learning system for cardiac MRI  Nature

An attention-based multimodal deep learning framework integrating EEG and ECG for enhanced stress...

An attention-based multimodal deep learning framework integrating EEG and ECG for enhanced stress detection  Nature

Deep learning approach to super-resolution correction of brain MRI motion artifacts for accurate ...

Deep learning approach to super-resolution correction of brain MRI motion artifacts for accurate hippocampal volumetry  Nature

Rejoining fragmented ancient bamboo slips with physics-driven deep learning - Nature

Rejoining fragmented ancient bamboo slips with physics-driven deep learning  Nature

Synthetic data-driven deep learning for label-free autonomous atomic force microscopy - Nature

Synthetic data-driven deep learning for label-free autonomous atomic force microscopy  Nature

A novel intrusion detection framework using hybrid deep learning to detect IIoT cloud environment...

A novel intrusion detection framework using hybrid deep learning to detect IIoT cloud environments attacks  Nature

DECODE: deep learning-based common deconvolution framework for various omics data - Nature

DECODE: deep learning-based common deconvolution framework for various omics data  Nature

Utilizing deep learning models for early detection and classification of fruit diseases: towards ...

Utilizing deep learning models for early detection and classification of fruit diseases: towards sustainable agriculture and enhanced food quality | Scientific Reports  Nature

Assessing conformation validity and rationality of deep learning-generated 3D molecules - Nature

Assessing conformation validity and rationality of deep learning-generated 3D molecules  Nature

Deep learning drives autonomous molecular reactions with single-bond selectivity in tetra-bromina...

Deep learning drives autonomous molecular reactions with single-bond selectivity in tetra-brominated porphyrins on Au(111)  Nature

An interactive cascaded deep learning framework with expert refinement for accurate striatal subr...

An interactive cascaded deep learning framework with expert refinement for accurate striatal subregion segmentation  Nature

DeepDegradome: A structure-aware deep learning framework for PROTAC and ligand generation against...

DeepDegradome: A structure-aware deep learning framework for PROTAC and ligand generation against protein targets  PNAS

A hybrid deep learning and fuzzy logic framework for robust tomato disease detection and classifi...

A hybrid deep learning and fuzzy logic framework for robust tomato disease detection and classification  Nature

Deep learning guided design of protease substrates - Nature

Deep learning guided design of protease substrates  Nature

Prior knowledge-guided multimodal deep learning system for biomarker exploration and prognosis pr...

Prior knowledge-guided multimodal deep learning system for biomarker exploration and prognosis prediction of urothelial carcinoma  Nature

Advancing skin cancer detection through deep learning and fusion of patient metadata and skin les...

Advancing skin cancer detection through deep learning and fusion of patient metadata and skin lesion images  Nature

High-accuracy brain tumor detection method based on deep learning - Nature

High-accuracy brain tumor detection method based on deep learning  Nature

Real-world performance evaluation of a commercial deep learning model for intracranial hemorrhage...

Real-world performance evaluation of a commercial deep learning model for intracranial hemorrhage detection  Nature

A deep learning framework (CreoPep) for target-specific design and optimization of conotoxin pept...

A deep learning framework (CreoPep) for target-specific design and optimization of conotoxin peptides  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

Application of deep learning for transformation of Chinese traditional cultural narrative pattern...

Application of deep learning for transformation of Chinese traditional cultural narrative patterns and enhancement of cultural identity empowered by AIGC | Scientific Reports  Nature

Scaling deep learning for material imaging with a pseudo 3D model for domain transfer - Nature

Scaling deep learning for material imaging with a pseudo 3D model for domain transfer  Nature

Automatic bone age assessment: a deep learning case study on the Brazilian population with a supp...

Automatic bone age assessment: a deep learning case study on the Brazilian population with a supporting mobile application prototype  Nature

AI based real time disease diagnosis in plants using deep learning driven CNNs - Nature

AI based real time disease diagnosis in plants using deep learning driven CNNs  Nature

Transformer-based deep learning enhances discovery in migraine GWAS - Nature

Transformer-based deep learning enhances discovery in migraine GWAS  Nature

Deep learning-enabled accurate assessment of gait impairments in Parkinson’s disease using smartp...

Deep learning-enabled accurate assessment of gait impairments in Parkinson’s disease using smartphone videos  Nature

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

Assessing the potential of deep learning for protein–ligand docking  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

Deep learning-based non-contrast MRI model for nasopharyngeal carcinoma diagnosis: an end-to-end ...

Deep learning-based non-contrast MRI model for nasopharyngeal carcinoma diagnosis: an end-to-end gadolinium-free solution  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-based disease detection in potato and mango leaves: a comparative study of CNN, Ale...

Deep learning-based disease detection in potato and mango leaves: a comparative study of CNN, AlexNet, ResNet, and EfficientNet  Nature

Deep learning-based brain age predicts stroke recurrence in acute ischemic cerebrovascular diseas...

Deep learning-based brain age predicts stroke recurrence in acute ischemic cerebrovascular disease  Nature

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

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

Gradient-based optimization of complex nanoparticle heterostructures enabled by deep learning on ...

Gradient-based optimization of complex nanoparticle heterostructures enabled by deep learning on heterogeneous graphs  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

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

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

Hundred-layer photonic deep learning - Nature

Hundred-layer photonic deep learning  Nature

Top 25 Deep Learning Applications Used Across Industries - Simplilearn.com

Top 25 Deep Learning Applications Used Across Industries  Simplilearn.com

Helixer: ab initio prediction of primary eukaryotic gene models combining deep learning and a hid...

Helixer: ab initio prediction of primary eukaryotic gene models combining deep learning and a hidden Markov model  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

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

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

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

Q&A: Can mathematics reveal the depth of deep learning AI?  The Pennsylvania 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

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

Physics-Informed Deep Learning for Revealing the Evolutionary Characteristics of Landslides Induc...

Physics-Informed Deep Learning for Revealing the Evolutionary Characteristics of Landslides Induced by Rainfall Process  AGU Publications

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

Dynamic differential privacy technique for deep learning models - Scientific Reports  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

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

Deep learning algorithms for timely diagnosis of retinopathy of prematurity requiring treatment |...

Deep learning algorithms for timely diagnosis of retinopathy of prematurity requiring treatment | Eye  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

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

Deep learning and multi-objective optimization for real-time occupancy-based energy control in sm...

Deep learning and multi-objective optimization for real-time occupancy-based energy control in smart buildings  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

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

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

Deep learning reveals antibiotics in the archaeal proteome - Nature

Deep learning reveals antibiotics in the archaeal proteome  Nature

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

Deep-learning-based virtual screening of antibacterial compounds  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

Fault classification in the architecture of virtual machine using deep learning - Nature

Fault classification in the architecture of virtual machine using 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

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

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

Use of deep learning and self-supervised methods to accelerate and improve the earth subsurface c...

Use of deep learning and self-supervised methods to accelerate and improve the earth subsurface characterization  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

Multimodal deep learning integration of cryo-EM and AlphaFold3 for high-accuracy protein structur...

Multimodal deep learning integration of cryo-EM and AlphaFold3 for high-accuracy protein structure determination  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

An enhanced deep learning-based framework for diagnosing apple leaf diseases - Nature

An enhanced deep learning-based framework for diagnosing apple leaf diseases  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 | npj Digital Medicine  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

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

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

Pancancer outcome prediction via a unified weakly supervised deep learning model  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-aided dismantling of interdependent networks - Nature

Deep-learning-aided dismantling of interdependent networks  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

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 unlocks antimicrobial self-assembling peptides - Nature

Deep learning unlocks antimicrobial self-assembling peptides  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

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

Interpretable deep learning framework for understanding molecular changes in human brains with Al...

Interpretable deep learning framework for understanding molecular changes in human brains with Alzheimer’s disease: implications for microglia activation and sex differences  Nature

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

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

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 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

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

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