Q&A: How can deep learning improve physics and engineering? - Penn State University

Q&A: How can deep learning improve physics and engineering?  Penn State University

AI/ML in Practice: Boudewijn Hollebrands on Deep Learning Models to Predict Food Peptide Retentio...

AI/ML in Practice: Boudewijn Hollebrands on Deep Learning Models to Predict Food Peptide Retention Times  LCGC International

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

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

Deep Learning-Powered Virtual Multiplex Immunostaining of Label-Free - Bioengineer.org

Deep Learning-Powered Virtual Multiplex Immunostaining of Label-Free  Bioengineer.org

Periodicity-aware deep learning for polymers - Nature

Periodicity-aware deep learning for polymers  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

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

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

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

Evidential deep learning for interatomic potentials - Nature

Evidential deep learning for interatomic potentials  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-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

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

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

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

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

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

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

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

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

Demand forecasting of smart tourism integrating spatial metrology and deep learning  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

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

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

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

Introducing Nested Learning: A new ML paradigm for continual learning - Google Research

Introducing Nested Learning: A new ML paradigm for continual learning  Google Research

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

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

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

A deep learning algorithm for automatic 3D segmentation and quantification of hamstrings musculot...

A deep learning algorithm for automatic 3D segmentation and quantification of hamstrings musculotendon injury from MRI  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

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

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-based virtual screening of antibacterial compounds - Nature

Deep-learning-based virtual screening of antibacterial compounds  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

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

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

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 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-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

Direct video-based spatiotemporal deep learning for cattle lameness detection - Nature

Direct video-based spatiotemporal deep learning for cattle lameness 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 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-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 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

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

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

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

Identification of hypertrophic cardiomyopathy on electrocardiographic images with deep learning  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

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

Multimodal nomogram integrating deep learning radiomics and hemodynamic parameters for early pred...

Multimodal nomogram integrating deep learning radiomics and hemodynamic parameters for early prediction of post-craniotomy intracranial hypertension  Nature

Blockchain enabled deep learning model with modified coati optimization for sustainable healthcar...

Blockchain enabled deep learning model with modified coati optimization for sustainable healthcare disease detection and classification  Nature

Predicting expression-altering promoter mutations with deep learning - Science | AAAS

Predicting expression-altering promoter mutations with deep learning  Science | AAAS

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

Physics-guided deep learning strategy for 2D structure reconstruction from diffraction patterns -...

Physics-guided deep learning strategy for 2D structure reconstruction from diffraction patterns  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

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

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

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

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

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

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

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

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

Integrating deep learning and machine learning for ceramic artifact classification and market val...

Integrating deep learning and machine learning for ceramic artifact classification and market value prediction  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

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

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

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

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

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

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

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

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

Enhanced spectrum sensing for 5G and LTE signals using advanced deep learning models and hyperpar...

Enhanced spectrum sensing for 5G and LTE signals using advanced deep learning models and hyperparameter tuning  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

Using deep learning to generate key variables in global mitigation scenarios - Nature

Using deep learning to generate key variables in global mitigation scenarios  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

BiaPy: accessible deep learning on bioimages - Nature

BiaPy: accessible deep learning on bioimages  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-developed multi-light source discrimination capability of stretchable capacitive ph...

Deep learning-developed multi-light source discrimination capability of stretchable capacitive photodetector  Nature

Scoping review of deep learning research illuminates artificial intelligence chasm in otolaryngol...

Scoping review of deep learning research illuminates artificial intelligence chasm in otolaryngology-head and neck surgery  Nature

Combined dynamical-deep learning ENSO forecasts - Nature

Combined dynamical-deep learning ENSO forecasts  Nature

Attention-based hybrid deep learning model with CSFOA optimization and G-TverskyUNet3+ for Arabic...

Attention-based hybrid deep learning model with CSFOA optimization and G-TverskyUNet3+ for Arabic sign language recognition  Nature

Brain tumor detection empowered with ensemble deep learning approaches from MRI scan images - Nature

Brain tumor detection empowered with ensemble deep learning approaches from MRI scan images  Nature