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Multiview deep learning improves detection of major cardiac conditions from echocardiography - Na...



Multiview deep learning improves detection of major cardiac conditions from echocardiography  Nature

Deep learning model predicts how individual cells influence disease outcomes - Medical Xpress



Deep learning model predicts how individual cells influence disease outcomes  Medical Xpress

Deep learning model achieves global high-precision prediction of nuclear charge density, covering...



Deep learning model achieves global high-precision prediction of nuclear charge density, covering a wide range of nuclei  EurekAlert!

Deep Learning - Fairfield University



Deep Learning  Fairfield University

Deep learning improves disease detection on echo exams - AuntMinnie



Deep learning improves disease detection on echo exams  AuntMinnie

Deep Learning Model Maps How Individual Cells Shape Disease Outcomes - Bioengineer.org



Deep Learning Model Maps How Individual Cells Shape Disease Outcomes  Bioengineer.org

Advanced deep learning enables prediction of allogeneic stem cell mobilization success - Nature



Advanced deep learning enables prediction of allogeneic stem cell mobilization success  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

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

Periodicity-aware deep learning for polymers - Nature



Periodicity-aware deep learning for polymers  Nature

Evidential deep learning for interatomic potentials - Nature



Evidential deep learning for interatomic potentials  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

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

Deep-learning electronic structure calculations - Nature



Deep-learning electronic structure calculations  Nature

Hundred-layer photonic deep learning - Nature



Hundred-layer photonic deep learning  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

Dynamic context-aware multi-modal deep learning for longitudinal prediction of Parkinson’s diseas...



Dynamic context-aware multi-modal deep learning for longitudinal prediction of Parkinson’s disease progression  Nature

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



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

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



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

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

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



Spike train analysis in rehabilitation movement classification using deep learning approach  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

Simpler models can outperform deep learning at climate prediction - MIT News



Simpler models can outperform deep learning at climate prediction  MIT News

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 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

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 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 reveals antibiotics in the archaeal proteome - Nature



Deep learning reveals antibiotics in the archaeal proteome  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

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

Intelligent retinal disease detection using deep learning - Nature



Intelligent retinal disease detection using deep learning  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

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



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

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

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

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

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



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

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



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

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



Deep-learning-based virtual screening of antibacterial compounds  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

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

A deep learning framework for predicting the effect of surface topography on thermal contact resi...



A deep learning framework for predicting the effect of surface topography on thermal contact resistance  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

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



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

A deep learning-based dual-branch framework for automated skin lesion segmentation and classifica...



A deep learning-based dual-branch framework for automated skin lesion segmentation and classification via dermoscopic Images  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

Deep learning-enabled ultra-broadband terahertz high-dimensional photodetector - Nature



Deep learning-enabled ultra-broadband terahertz high-dimensional photodetector  Nature

Deep learning assisted LDPC decoding for 5G IoT networks in fading environments - Nature



Deep learning assisted LDPC decoding for 5G IoT networks in fading environments  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

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

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



Pancancer outcome prediction via a unified weakly supervised deep learning model  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 deep learning-based framework for standardized analysis of trabecular bone compartments from mi...



A deep learning-based framework for standardized analysis of trabecular bone compartments from micro-CT imaging data in the mouse tibia  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

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

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

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

Revolutionizing clinical decision making through deep learning and topic modeling for pathway opt...



Revolutionizing clinical decision making through deep learning and topic modeling for pathway optimization  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

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

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-aided dismantling of interdependent networks - Nature



Deep-learning-aided dismantling of interdependent networks  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

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

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

Deep learning for image analysis - Nature



Deep learning for image analysis  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 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

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

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

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



Identification of hypertrophic cardiomyopathy on electrocardiographic images with deep learning  Nature

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

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

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

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

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



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

Deep learning based knowledge tracing in intelligent tutoring systems - Nature



Deep learning based knowledge tracing in intelligent tutoring systems  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

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

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

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

Classification of skin diseases with deep learning based approaches - Scientific Reports - Nature



Classification of skin diseases with deep learning based approaches - Scientific Reports  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

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

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

Deep learning optimization of STAR-RIS for enhanced data rate and energy efficiency in 6G wireles...



Deep learning optimization of STAR-RIS for enhanced data rate and energy efficiency in 6G wireless networks  Nature

Robust multiclass classification of crop leaf diseases using hybrid deep learning and Grad-CAM in...



Robust multiclass classification of crop leaf diseases using hybrid deep learning and Grad-CAM interpretability  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

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

InterpolAI: deep learning-based optical flow interpolation and restoration of biomedical images f...



InterpolAI: deep learning-based optical flow interpolation and restoration of biomedical images for improved 3D tissue mapping  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-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