Deep Learning - Fairfield University

Deep Learning  Fairfield University

New deep learning framework solves the cold-start problem - Tech Xplore

New deep learning framework solves the cold-start problem  Tech Xplore

Time-resolved functional genomics using deep learning reveals global hierarchical control of auto...

Time-resolved functional genomics using deep learning reveals global hierarchical control of autophagy  Nature

Deep learning model predicts which heart-failure patients will worsen within a year - Medical Xpress

Deep learning model predicts which heart-failure patients will worsen within a year  Medical Xpress

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

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

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

Trustworthy deep learning for malaria diagnosis using explainable artificial intelligence - Nature

Trustworthy deep learning for malaria diagnosis using explainable artificial intelligence  Nature

Evidential deep learning for interatomic potentials - Nature

Evidential deep learning for interatomic potentials  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

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

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

A multi-task deep learning pipeline for classification, detection, and weakly supervised 3D segme...

A multi-task deep learning pipeline for classification, detection, and weakly supervised 3D segmentation of intraparenchymal hematoma on brain CT  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

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

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

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

Deep-learning-based virtual screening of antibacterial compounds  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

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 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

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

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 reveals antibiotics in the archaeal proteome - Nature

Deep learning reveals antibiotics in the archaeal proteome  Nature

A deep reinforcement learning approach to dance movement analysis - Nature

A deep reinforcement learning approach to dance movement analysis  Nature

Improving phishing email detection performance through deep learning with adaptive optimization -...

Improving phishing email detection performance through deep learning with adaptive optimization  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

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 at Google

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

Hybrid deep learning framework for cardiovascular disease diagnosis and prognosis using GAN, LSTM...

Hybrid deep learning framework for cardiovascular disease diagnosis and prognosis using GAN, LSTM, GRU, VARMA, and deep DynaQ network  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

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

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

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 based medical image compression using cross attention learning and wavelet transfor...

Deep learning based medical image compression using cross attention learning and wavelet transform  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

Researchers use deep learning to predict flooding this hurricane season - Virginia Tech News

Researchers use deep learning to predict flooding this hurricane season  Virginia Tech News

Ocean environment prediction methods based on deep learning and spatiotemporal feature fusion - N...

Ocean environment prediction methods based on deep learning and spatiotemporal feature fusion  Nature

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

Direct video-based spatiotemporal deep learning for cattle lameness detection  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

Deep learning unlocks antimicrobial self-assembling peptides - Nature

Deep learning unlocks antimicrobial self-assembling peptides  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

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

Pancancer outcome prediction via a unified weakly supervised deep learning model  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

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

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

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

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

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-aided dismantling of interdependent networks - Nature

Deep-learning-aided dismantling of interdependent networks  Nature

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

Evidential deep learning-based drug-target interaction prediction  Nature

Deep learning for image analysis - Nature

Deep learning for image analysis  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

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 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

Advancing deep learning for expressive music composition and performance modeling - Nature

Advancing deep learning for expressive music composition and performance modeling  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 quantifies pathologists’ visual patterns for whole slide image diagnosis - Nature

Deep learning quantifies pathologists’ visual patterns for whole slide image diagnosis  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 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 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

Hybrid deep learning-enabled framework for enhancing security, data integrity, and operational pe...

Hybrid deep learning-enabled framework for enhancing security, data integrity, and operational performance in Healthcare Internet of Things (H-IoT) environments  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

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

Leveraging hybrid deep learning with starfish optimization algorithm based secure mechanism for i...

Leveraging hybrid deep learning with starfish optimization algorithm based secure mechanism for intelligent edge computing in smart cities environment  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

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

Identification of hypertrophic cardiomyopathy on electrocardiographic images with deep learning  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

Pomegranate disease diagnosis with severity estimation and treatment remedies using deep learning...

Pomegranate disease diagnosis with severity estimation and treatment remedies using deep learning and RAG-based LLM  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

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

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

Prioritizing perturbation-responsive gene patterns using interpretable deep learning - Nature

Prioritizing perturbation-responsive gene patterns using interpretable deep learning  Nature

Smart deep learning model for enhanced IoT intrusion detection - Nature

Smart deep learning model for enhanced IoT intrusion detection  Nature

A blockchain based deep learning framework for a smart learning environment - Nature

A blockchain based deep learning framework for a smart learning environment  Nature

Accurate segmentation of localized corrosion in structural alloys via deep learning - Nature

Accurate segmentation of localized corrosion in structural alloys via deep learning  Nature

Deep knowledge tracing and cognitive load estimation for personalized learning path generation us...

Deep knowledge tracing and cognitive load estimation for personalized learning path generation using neural network architecture  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

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 | 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

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

Exploring climate futures with deep learning - Nature

Exploring climate futures with deep learning  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

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

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-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 based predictive models for real time accident prevention in autonomous vehicle net...

Deep learning based predictive models for real time accident prevention in autonomous vehicle networks  Nature

Digital twin based deep learning framework for personalized thermal comfort prediction and energy...

Digital twin based deep learning framework for personalized thermal comfort prediction and energy efficient operation in smart buildings  Nature

Biopsy image-based deep learning for predicting pathologic response to neoadjuvant chemotherapy i...

Biopsy image-based deep learning for predicting pathologic response to neoadjuvant chemotherapy in patients with NSCLC  Nature

Predicting gene expression from DNA sequence using deep learning models - Nature

Predicting gene expression from DNA sequence using deep learning models  Nature

A systematic survey: role of deep learning-based image anomaly detection in industrial inspection...

A systematic survey: role of deep learning-based image anomaly detection in industrial inspection contexts  Frontiers

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

An automated deep learning framework for brain tumor classification using MRI imagery - Nature

An automated deep learning framework for brain tumor classification using MRI imagery  Nature