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

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

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

Deep learning helps engineer stronger continuous fiber composites - 24-7 Press Release Newswire

Deep learning helps engineer stronger continuous fiber composites  24-7 Press Release Newswire

How deep learning is reshaping cybersecurity in the age of AI-driven attacks [Q&A] - BetaNews

How deep learning is reshaping cybersecurity in the age of AI-driven attacks [Q&A]  BetaNews

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

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

Scaling and quantization of a foundational deep learning model for network biology - Nature

Scaling and quantization of a foundational deep learning model for network biology  Nature

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

Molecular deep learning at the edge of chemical space - Nature

Molecular deep learning at the edge of chemical space  Nature

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

A generalizable deep learning system for cardiac MRI - Nature

A generalizable deep learning system for cardiac MRI  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

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

IntelliScheduler: an edge-cloud computing environment hybrid deep learning framework for task sch...

IntelliScheduler: an edge-cloud computing environment hybrid deep learning framework for task scheduling based on learning | Scientific Reports  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

Computation and deep-learning-driven advances in CRISPR genome editing - Nature

Computation and deep-learning-driven advances in CRISPR genome editing  Nature

Multi-class eye disease classification using deep learning EfficientNetB0 fusion techniques - Nature

Multi-class eye disease classification using deep learning EfficientNetB0 fusion techniques  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

Hybrid deep learning framework for accurate classification of high dimensional genomic data - Nature

Hybrid deep learning framework for accurate classification of high dimensional genomic data  Nature

Deep learning approach for hybrid beamforming design in MU-MISO mmWave systems - Nature

Deep learning approach for hybrid beamforming design in MU-MISO mmWave systems  Nature

Deep learning guided design of protease substrates - Nature

Deep learning guided design of protease substrates  Nature

Research on deep learning architecture optimization method for intelligent scheduling of structur...

Research on deep learning architecture optimization method for intelligent scheduling of structural space  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

Deep-learning model predicts how fruit flies form, cell by cell - MIT News

Deep-learning model predicts how fruit flies form, cell by cell  MIT News

Interpretable deep learning reveals distinct spectral and temporal drivers of perceived musical e...

Interpretable deep learning reveals distinct spectral and temporal drivers of perceived musical emotion  Nature

A novel deep-learning model to convert DAS strain to geophone particle velocity: application to P...

A novel deep-learning model to convert DAS strain to geophone particle velocity: application to PoroTomo data from the Brady geothermal field  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

Breaking the Barriers of Molecular Dynamics With Deep-Learning: Opportunities, Pitfalls, and How ...

Breaking the Barriers of Molecular Dynamics With Deep-Learning: Opportunities, Pitfalls, and How to Navigate Them  Wiley Interdisciplinary Reviews

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

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

Evidential deep learning for interatomic potentials - Nature

Evidential deep learning for interatomic potentials  Nature

Advancing skin cancer diagnosis with deep learning and attention mechanisms - Nature

Advancing skin cancer diagnosis with deep learning and attention mechanisms  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

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

Assessing the potential of deep learning for protein–ligand docking  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

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-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

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

Lightweight malicious URL detection using deep learning and large language models - Nature

Lightweight malicious URL detection using deep learning and large language models  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

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

Periodicity-aware deep learning for polymers - Nature

Periodicity-aware deep learning for polymers  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

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

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

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

PDualNet: a deep learning framework for joint prediction of Parkinson’s disease progression subty...

PDualNet: a deep learning framework for joint prediction of Parkinson’s disease progression subtype and MDS-UPDRS scores  Nature

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

Top 25 Deep Learning Applications Used Across Industries  Simplilearn.com

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

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

Deep learning-enabled multiphoton microscopy predicts colorectal cancer recurrence from routine F...

Deep learning-enabled multiphoton microscopy predicts colorectal cancer recurrence from routine FFPE specimens  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

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

Deep learning–empowered triboelectric acoustic textile for voice perception and intuitive generat...

Deep learning–empowered triboelectric acoustic textile for voice perception and intuitive generative AI-voice access on clothing  Science | AAAS

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

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

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

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

Deep learning reveals antibiotics in the archaeal proteome - Nature

Deep learning reveals antibiotics in the archaeal proteome  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-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 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

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

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

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

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

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

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

End-to-end CNN-based deep learning enhances breast lesion characterization using quantitative ult...

End-to-end CNN-based deep learning enhances breast lesion characterization using quantitative ultrasound (QUS) spectral parametric images  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

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

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-aided dismantling of interdependent networks - Nature

Deep-learning-aided dismantling of interdependent networks  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

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

Evidential deep learning-based drug-target interaction prediction  Nature

Histopathology-based protein multiplex generation using deep learning - Nature

Histopathology-based protein multiplex generation using deep learning  Nature

Deep learning unlocks antimicrobial self-assembling peptides - Nature

Deep learning unlocks antimicrobial self-assembling peptides  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-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

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 structure elucidation from single-mutant deep mutational scanning - Nature

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

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

Deep learning for image analysis - Nature

Deep learning for image analysis  Nature

Advanced deep learning modeling to enhance detection of defective photovoltaic cells in electrolu...

Advanced deep learning modeling to enhance detection of defective photovoltaic cells in electroluminescence images  Nature

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

Identification of hypertrophic cardiomyopathy on electrocardiographic images with deep learning  Nature