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How Deep Learning Is Changing Clinical Trial Design, Execution, And Analysis In 2026 - Clinical L...



How Deep Learning Is Changing Clinical Trial Design, Execution, And Analysis In 2026  Clinical Leader

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

[Talk] Alina Jade Barnett: Inherently Interpretable Deep Learning Models - The University of Rhod...



[Talk] Alina Jade Barnett: Inherently Interpretable Deep Learning Models  The University of Rhode Island

Periodicity-aware deep learning for polymers - Nature



Periodicity-aware deep learning for polymers  Nature

Korea Deep Learning's OCR Technology Outperforms Google Gemini - en.sedaily.com



Korea Deep Learning's OCR Technology Outperforms Google Gemini  en.sedaily.com

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

Deep Learning–Based Estimator for the Non-Iterative Conditional Expectation (NICE) g-Formula - Ha...



Deep Learning–Based Estimator for the Non-Iterative Conditional Expectation (NICE) g-Formula  Harvard T.H. Chan School of Public Health

Evidential deep learning for interatomic potentials - Nature



Evidential deep learning for interatomic potentials  Nature

Korea Deep Learning's OCR Outperforms Google's Gemini in Accuracy - en.sedaily.com



Korea Deep Learning's OCR Outperforms Google's Gemini in Accuracy  en.sedaily.com

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

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

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

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

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

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

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 reveals antibiotics in the archaeal proteome - Nature



Deep learning reveals antibiotics in the archaeal proteome  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-based multiscale integration of spatial omics with tumor morphology - Nature



A deep learning-based multiscale integration of spatial omics with tumor morphology  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

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

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  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

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

Progress, challenges and future of linguistic neural decoding with deep learning - Nature



Progress, challenges and future of linguistic neural decoding with deep learning  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

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



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

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



Deep-learning-based virtual screening of antibacterial compounds  Nature

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



Assessing the potential of deep learning for protein–ligand docking  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

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

Diagnostic performance of real-time artificial intelligence using deep learning analysis of endos...



Diagnostic performance of real-time artificial intelligence using deep learning analysis of endoscopic ultrasound videos for gallbladder polypoid lesions  Nature

Fine art image classification and design methods integrating lightweight deep learning - Nature



Fine art image classification and design methods integrating lightweight 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

Air quality prediction model based on deep learning hybrid framework - Nature



Air quality prediction model based on deep learning hybrid framework  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

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

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

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

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

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

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

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



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

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

Deep learning-based AI model for predicting academic success and engagement among physical higher...



Deep learning-based AI model for predicting academic success and engagement among physical higher education students  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 structure elucidation from single-mutant deep mutational scanning - Nature



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

Deep learning–guided design of dynamic proteins - Science | AAAS



Deep learning–guided design of dynamic proteins  Science | AAAS

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

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

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

Optimizing solar power forecasting with metaheuristic algorithms and deep learning models for pho...



Optimizing solar power forecasting with metaheuristic algorithms and deep learning models for photovoltaic grid connected systems  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

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

Deep learning software stacks for analogue in-memory computing-based accelerators - Nature



Deep learning software stacks for analogue in-memory computing-based accelerators  Nature

Identifying Cocoa Flower Visitors: A Deep Learning Dataset - Nature



Identifying Cocoa Flower Visitors: A Deep Learning Dataset  Nature

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



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

Smart deep learning model for enhanced IoT intrusion detection - Nature



Smart deep learning model for enhanced IoT intrusion detection  Nature

Automated violence monitoring system for real-time fistfight detection using deep learning-based ...



Automated violence monitoring system for real-time fistfight detection using deep learning-based temporal action localization  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

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

DeepEMs-25: a deep-learning potential to decipher kinetic tug-of-war dictating thermal stability ...



DeepEMs-25: a deep-learning potential to decipher kinetic tug-of-war dictating thermal stability in energetic materials  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

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

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

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

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

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

Integrating deep learning in stride-to-stride muscle activity estimation of young and old adults ...



Integrating deep learning in stride-to-stride muscle activity estimation of young and old adults with wearable inertial measurement units  Nature

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



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

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



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

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

Deep learning classification integrating embryo images with associated clinical information from ...



Deep learning classification integrating embryo images with associated clinical information from ART cycles  Nature