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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Learning interpretable ne" (30 stories)

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Privacy-preserving federated learning for interpretable student at-risk prediction across schools
Lead StoryNaturemarkets
Jun 10

Privacy-preserving federated learning for interpretable student at-risk prediction across schools

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9PS05sZ0pueW55aDQ1cUhvMGtycFJZNERfSm92M3czcU9Uem5RNlF6OEhWcGNTbUc1ZnVQRzB6NHNJXzJHV05nVDRFMl9IUk5TRzJQSi0tOGZhNEk3SVlB?oc=5" target="_blank">Privacy-preserving federated learning for interpretable student at-risk prediction across schools</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Learning interpretable ne"

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29 stories displayed
Interpretable graph deep learning framework for drug synergy prediction by integrating functional and clinical similarities
Natureworld

Interpretable graph deep learning framework for drug synergy prediction by integrating functional and clinical similarities

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE90RWREQTA2SkswbE14cUFLY2R6b0ljbzJQWFJ3REV2c2lwVFVoSVE3SUJvdEF5d3VFMnRvQXBDZF90ZFdXQ3QzOGt6NUNDTzgtSW1EbUhtSmZuTGVLbThZ?oc=5" target="_blank">Interpretable graph deep learning framework for drug synergy prediction by integrating functional and clinical similarities</a>  <font color="#6f6f6f">Nature</font>

Interpretable machine learning enables early and accurate detection of drug-induced liver injury: A multicenter study with real-world clinical translation
Wiley Online Libraryworld

Interpretable machine learning enables early and accurate detection of drug-induced liver injury: A multicenter study with real-world clinical translation

<a href="https://news.google.com/rss/articles/CBMia0FVX3lxTE5ZZk9lRGFqRHE5SXlKaXNRaHBtR3N2SkNNTmJyNTAtcEdpY3kyZHZBQVlHd1k3VUJJREZGZ3ZqQ2UxbGtKNkNHWFlLb0FfQktuejRkeG85UDNLSm1OdFcyQWZpcjRFcklJMklV?oc=5" target="_blank">Interpretable machine learning enables early and accurate detection of drug-induced liver injury: A multicenter study with real-world clinical translation</a>  <font color="#6f6f6f">Wiley Online Library</font>

Interpretable deep learning framework for mapping E3–substrate binding interfaces
Naturegeneral

Interpretable deep learning framework for mapping E3–substrate binding interfaces

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1UNDhjekx1MXBBMmZmdTBJVHlDTmFaMUtZN3FzLUpHTmNWTkI4OG5Ka2htWC02VmZRbERkc3ZNbnhITkVjaklOeFRYTzFMRW1kTWdHSW9QYVV3cGJjbjZr?oc=5" target="_blank">Interpretable deep learning framework for mapping E3–substrate binding interfaces</a>  <font color="#6f6f6f">Nature</font>

Physically interpretable interatomic potentials via symbolic regression and reinforcement learning
Naturegeneral

Physically interpretable interatomic potentials via symbolic regression and reinforcement learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE15QlNGd00tb1NjN1N3VVhmcGh0UXdDNWFvc1h2ZElJV2R6UW42akxDczliaG54cWtXVTdWTzdYUVRtVThXNnhCaVkzNWNfUnNxSXhqQWFOYWRLRFhOZjBz?oc=5" target="_blank">Physically interpretable interatomic potentials via symbolic regression and reinforcement learning</a>  <font color="#6f6f6f">Nature</font>

Data-driven flood susceptibility assessment using hybrid machine learning and optimization techniques: case of the Sedrata Watershed, NE Algeria
Naturetech

Data-driven flood susceptibility assessment using hybrid machine learning and optimization techniques: case of the Sedrata Watershed, NE Algeria

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFA5bUNkaUh0VjZoUy1scGJ2aDZyeWp3d1ZiRWNnUFJTbU5YajM2VXNUSUxiRmNQT0Njd21qMF9ibWZtQ0N3aXJ4VHBqRHFBNDlhV3JzdlJpaW1RRVFuRjhj?oc=5" target="_blank">Data-driven flood susceptibility assessment using hybrid machine learning and optimization techniques: case of the Sedrata Watershed, NE Algeria</a>  <font color="#6f6f6f">Nature</font>

Harvesting insights: interpretable machine learning to understand environmental drivers of U.S. maize and soybean yield | Scientific Reports
Naturetech

Harvesting insights: interpretable machine learning to understand environmental drivers of U.S. maize and soybean yield | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9MbmJXOXlnTjRhcFdCcEJvX1pibEFhQnB5T05UbUpmREV3Zy1ia3I5QXlfbDN0Z0dBX2o4dmxBckpSS0ZwQ1pVVTl0TG10cVRqbEczTEk1YzBBMXJyTE9v?oc=5" target="_blank">Harvesting insights: interpretable machine learning to understand environmental drivers of U.S. maize and soybean yield | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

Achieving interpretable machine learning by functional decomposition of black-box models into explainable predictor effects
Naturetech

Achieving interpretable machine learning by functional decomposition of black-box models into explainable predictor effects

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBZLU5VWnFMNlN4TUg3aGtkVUwySTNyS1RoVkxCQVJFUVkzZkZOY2tLVW9LQlBNOTRpNG9GNGxTU2lnSGJldUdiVmJuYzdhcVdMRkx1SnVld09uSWZ6b1FN?oc=5" target="_blank">Achieving interpretable machine learning by functional decomposition of black-box models into explainable predictor effects</a>  <font color="#6f6f6f">Nature</font>

Learning interpretable dynamics of stochastic complex systems from experimental data
Naturegeneral

Learning interpretable dynamics of stochastic complex systems from experimental data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1uRE5MRlk0cl94TG9aWkdPcU5sQ0x6MlAtTHVYMlA5M3lrYmJQMnZMZGd2NV9ONWcyMWpXbFk3bVNpSzBEcVlKajdhaTNFcWxSUkpJYmhfQk04emF3Y0JZ?oc=5" target="_blank">Learning interpretable dynamics of stochastic complex systems from experimental data</a>  <font color="#6f6f6f">Nature</font>

Construction of a machine learning-based interpretable prediction model for acute kidney injury in hospitalized patients
Naturegeneral

Construction of a machine learning-based interpretable prediction model for acute kidney injury in hospitalized patients

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBMMlp4MjRMcXQ4eWFJenNBRGx5d0oyRTUycS00Wk9pdmJZR0dTdFgzN2cwYzRvU3FxZnJ2U3gtTy1rSmdMUzJRMGgtSFNSS2lrbTF0NVZjU19JQzQ0Y09F?oc=5" target="_blank">Construction of a machine learning-based interpretable prediction model for acute kidney injury in hospitalized patients</a>  <font color="#6f6f6f">Nature</font>

Interpretable deep learning method to quantify the impact of extreme temperatures on vegetation productivity in China
Natureworld

Interpretable deep learning method to quantify the impact of extreme temperatures on vegetation productivity in China

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBMb2xjX3A1OWNJcVEzeDhZdHpsdzlPeURmeUhpYURTOVM1YzB0MjN3aGM0dFNHZlpoSDJHaTcwa0JqLTVCcy12dUlNaWJ3OFpDcGEtLTdZMjNxWmduM2sw?oc=5" target="_blank">Interpretable deep learning method to quantify the impact of extreme temperatures on vegetation productivity in China</a>  <font color="#6f6f6f">Nature</font>

Deep learning driven interpretable and informed decision making model for brain tumour prediction using explainable AI
Naturetech

Deep learning driven interpretable and informed decision making model for brain tumour prediction using explainable AI

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9KQWhTa2F5Z3RNNVBfQ0VsZzBkdTZNa21lVVZIUWF3T0N1UGhZUElQU2pwcUtiNGJZbzBFQWpuT1hMUVhPeFNqUkhUeWwxTGo4UF8teUxueWxHRHdSS0lz?oc=5" target="_blank">Deep learning driven interpretable and informed decision making model for brain tumour prediction using explainable AI</a>  <font color="#6f6f6f">Nature</font>

Interpretable machine learning for predicting EUR of shale gas wells in the Weiyuan block
Naturegeneral

Interpretable machine learning for predicting EUR of shale gas wells in the Weiyuan block

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1nVGJqTVhCZDlEd0xnZWZwZTFwbHBnc0JBYkRRTTNuaUZFQWZjemRQMUFiaHYxRnl1OEhyWW1TY2w1bXJkd1pCY1NMYUxRVzhwejNkQXJaRTh5WW0xV0ZV?oc=5" target="_blank">Interpretable machine learning for predicting EUR of shale gas wells in the Weiyuan block</a>  <font color="#6f6f6f">Nature</font>

Deep learning framework with interpretable feature selection for accurate SUMOylation site prediction
Naturepolitics

Deep learning framework with interpretable feature selection for accurate SUMOylation site prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1EOFVmdVBwQVlOdGt5OXFxd0gzb3pNVS1SbjhrRmNidDNTRVQwN2hrTUFaVFdJZFdoNEcwNTdvX2c5N3hCOExudW4wWklUa25OcW50NXZoQk80OEI5aW9r?oc=5" target="_blank">Deep learning framework with interpretable feature selection for accurate SUMOylation site prediction</a>  <font color="#6f6f6f">Nature</font>

The shallowest transparent and interpretable deep neural network for image recognition
Naturegeneral

The shallowest transparent and interpretable deep neural network for image recognition

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE95Y2hOa1NVSjFvUmJiVUc5WFhMcWZDWFRYNVZWVzlRQ3U2STBDUU91elFQN2VZcEg1Tzlsa0lLQWhVYlZBZ0dYWXlmSEZ3QmJka213Smk4LXl3c1I5ajZV?oc=5" target="_blank">The shallowest transparent and interpretable deep neural network for image recognition</a>  <font color="#6f6f6f">Nature</font>

Creating interpretable deep learning models to identify species using environmental DNA sequences
Naturegeneral

Creating interpretable deep learning models to identify species using environmental DNA sequences

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1OVFJjWjVlVjF5WTliaXJXNUhobF83QmdYU2N1VG5lQnpTN3VvcTlPcVNLeTZ5cTVhZmVmTE1EaEZHWkd0VFZCZ19Xb3JSVy1nMVdURWoyaXdILVE3dDJR?oc=5" target="_blank">Creating interpretable deep learning models to identify species using environmental DNA sequences</a>  <font color="#6f6f6f">Nature</font>

Interpretable predictions of chaotic dynamical systems using dynamical system deep learning
Naturegeneral

Interpretable predictions of chaotic dynamical systems using dynamical system deep learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9JYVQ2akFHakJpMDR6VjBWc3dIdGlVVWR1ZUUxY2h2NWRhcGtWU3JsUmF0dTFjODlkVW1KRzJlOHpMQkNpWnQyZ2ptQnNNQUNUWnhOSmlPblpzY3dpQXVB?oc=5" target="_blank">Interpretable predictions of chaotic dynamical systems using dynamical system deep learning</a>  <font color="#6f6f6f">Nature</font>

E pluribus unum interpretable convolutional neural networks
Natureworld

E pluribus unum interpretable convolutional neural networks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1pVE93Mk9XYXVsZG9ISjc4dnA0a01reDBfc1d2ZkxvQ2MzV1FnLW8xNlpKUmNqdkxkUDNyaW1Ba1Zsbko3ZkR3TkNGWGNHRVBNZWR5MVh4VXlJM0RUZHNB?oc=5" target="_blank">E pluribus unum interpretable convolutional neural networks</a>  <font color="#6f6f6f">Nature</font>

A case-based interpretable deep learning model for classification of mass lesions in digital mammography
Naturegeneral

A case-based interpretable deep learning model for classification of mass lesions in digital mammography

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1oSTU5M2hwWVo0RnZDbnZ1LWFWY3FSNGY0alhUY1pFblJWWmNBZURITUpoVmtGWGdHcE5NS3AwbDZ4ektQczFGOFo2SnlKeGw0NEV3cFlxa0FRSDlxZHMw?oc=5" target="_blank">A case-based interpretable deep learning model for classification of mass lesions in digital mammography</a>  <font color="#6f6f6f">Nature</font>

Interpretability and fairness evaluation of deep learning models on MIMIC-IV dataset
Naturetech

Interpretability and fairness evaluation of deep learning models on MIMIC-IV dataset

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9TZEdtM2lKU1I2d1IxcW9yVVd4YWU0MTBEWUg0eVJBVzQxeUQ0NGZITVlwdUQ0cGIyOS1NV2lLd05BU1RERS02TDhYOHVQLWVQY1ZTOHMyQ3RwN0xnVUhV?oc=5" target="_blank">Interpretability and fairness evaluation of deep learning models on MIMIC-IV dataset</a>  <font color="#6f6f6f">Nature</font>

Interpretable machine learning leverages proteomics to improve cardiovascular disease risk prediction and biomarker identification | Communications Medicine
Natureworld

Interpretable machine learning leverages proteomics to improve cardiovascular disease risk prediction and biomarker identification | Communications Medicine

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1oUFdCQV9TUENjd05RYTZhaVc5OVplQlBpVUl0ZzdnYlpNT3NlTDhYY2VESFRCdmdoNHVLRGZlU2pScW5MZUE2VURzam1VZVVrejByVUZWVzVILVBUZmJj?oc=5" target="_blank">Interpretable machine learning leverages proteomics to improve cardiovascular disease risk prediction and biomarker identification | Communications Medicine</a>  <font color="#6f6f6f">Nature</font>

An interpretable and interactive deep learning algorithm for a clinically applicable retinal fundus diagnosis system by modelling finding-disease relationship
Natureworld

An interpretable and interactive deep learning algorithm for a clinically applicable retinal fundus diagnosis system by modelling finding-disease relationship

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBkbnpXeV8yd2FhZDlnRzNUaGxJdjZHUTJqLWNEb3FoNW03Mnpod0F4Z09EZVBKVDFoU3ZrZ2lKbWdhUEFta3RGWHB5cWJueGxQZWM2RWJRa1dKR2pMTTY4?oc=5" target="_blank">An interpretable and interactive deep learning algorithm for a clinically applicable retinal fundus diagnosis system by modelling finding-disease relationship</a>  <font color="#6f6f6f">Nature</font>

Interpretable reputation driven asynchronous consensus vehicle networking federated learning architecture
Naturemarkets

Interpretable reputation driven asynchronous consensus vehicle networking federated learning architecture

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9fOUNYMEN4eldCemtIRU4xOVV0c01uUzU0OExEOXlETXhsRzU2VHh3bnNzT01JaEs3M0h1N0dxeVkzWU5oZHYzVmx4ZTQ5bTBBQXQ4VW9aNkVaeU4yc2ZN?oc=5" target="_blank">Interpretable reputation driven asynchronous consensus vehicle networking federated learning architecture</a>  <font color="#6f6f6f">Nature</font>

Interpretable and integrative analysis of single-cell multiomics with scMKL | Communications Biology
Natureworld

Interpretable and integrative analysis of single-cell multiomics with scMKL | Communications Biology

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1sM0tYSkR3WGFJS18yV0ZaS2hpcVhSTjBqTThLWHdjX0FwWHJRcndhVzg1VWpJek9GbEFvcFZ5MHRRT0ZIcHM3a3ZnbHdtczc2RzRCTDd4eVYyem1VbkNv?oc=5" target="_blank">Interpretable and integrative analysis of single-cell multiomics with scMKL | Communications Biology</a>  <font color="#6f6f6f">Nature</font>

Ultra-fast interpretable machine-learning potentials - npj Computational Materials
Naturegeneral

Ultra-fast interpretable machine-learning potentials - npj Computational Materials

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBGZ1RBMUVKRHlBTW5pLWVoczh1RnRILVY1TnctMHlsZGpRUFloSUZiQ0I4eThaOENOTVZ3d0VHZGRXQlFKUjZfbVYzMFVHTjBtc2V0dlpVN2tUZVZkcl9F?oc=5" target="_blank">Ultra-fast interpretable machine-learning potentials - npj Computational Materials</a>  <font color="#6f6f6f">Nature</font>

Interpretable machine learning-guided plasma catalysis for hydrogen production
Naturegeneral

Interpretable machine learning-guided plasma catalysis for hydrogen production

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBJOWJtXzZkbnZPN3NoWGp6S2FMTXp2UUhjcnNkWGlDeGNiclU4NGlSR3h4Vjh4YlgwVndxdGtPV25Za3FZeUdub3ZzQTh5bmNLZUNtUmZSMFJMbkh6WDRB?oc=5" target="_blank">Interpretable machine learning-guided plasma catalysis for hydrogen production</a>  <font color="#6f6f6f">Nature</font>

Exploration and analysis of risk factors for coronary artery disease with type 2 diabetes based on SHAP explainable machine learning algorithm
Naturetech

Exploration and analysis of risk factors for coronary artery disease with type 2 diabetes based on SHAP explainable machine learning algorithm

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1vNXFzMTB3UExFNm9zMlE4UW04ZE9sR0tMMnNKYnhlRGt0WDV2UkF0OVNmaGhwUEdsbFFoQWpUbVlKWjVuTVE5RzF3R0xEWEhORHBRLWdQVVhpR0x3MVNZ?oc=5" target="_blank">Exploration and analysis of risk factors for coronary artery disease with type 2 diabetes based on SHAP explainable machine learning algorithm</a>  <font color="#6f6f6f">Nature</font>

Cytokine profiles as predictors of HIV incidence using machine learning survival models and statistical interpretable techniques
Naturetech

Cytokine profiles as predictors of HIV incidence using machine learning survival models and statistical interpretable techniques

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBxSzBDLWllc0tsZDcyZTFtRE5DbHVjWHQ5ZWZFRWllSU1YRTlhNk9rSjN6STlFSi0wekRxdW9SVVM4UUpEa2pwZXZIeU1sTkZOS1BFNXpUYTJSSTdqNk9n?oc=5" target="_blank">Cytokine profiles as predictors of HIV incidence using machine learning survival models and statistical interpretable techniques</a>  <font color="#6f6f6f">Nature</font>

TM improves single-cell embedding interpretability and reveals cellular perturbation signatures
Naturegeneral

TM improves single-cell embedding interpretability and reveals cellular perturbation signatures

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1wbVU5d1NlREloS2pHaXU3NnZyanliWjZITVFucWV3cTRzMHNpQ0dMOGNrX1Z5ZjhlTGJlMkkxMzE2RW5GUUtkUDdwQmVkMW5YdUN2aXlkdmlZT2h5X1lz?oc=5" target="_blank">TM improves single-cell embedding interpretability and reveals cellular perturbation signatures</a>  <font color="#6f6f6f">Nature</font>

An interpretable machine learning model for seasonal precipitation forecasting
Naturegeneral

An interpretable machine learning model for seasonal precipitation forecasting

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE44RThTXzhRVGJCaC0xenRKMTlncWJPMXB6WTFYTzA5UnFFWG5nQWYzVTgyWk5GVW9tMW1laHJNTHhNc2RkeEtsQTFrRTVWd3NRaWFmZzRGZUJKazMxb0FV?oc=5" target="_blank">An interpretable machine learning model for seasonal precipitation forecasting</a>  <font color="#6f6f6f">Nature</font>

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