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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "A multi-task learning approach" (30 stories)

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A multi-task learning approach combining regression and classification tasks for joint feature selection
Lead StoryNaturepolitics
Apr 17

A multi-task learning approach combining regression and classification tasks for joint feature selection

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFAtdGlNVkdqUGNMU2tQMWZ5X1o3Rmp0S3VDRl9zUnNRVXdQdXgxU0VweXJKR29OdTRxd19JVjNxR0stNXl4cDVQbDJZVWE0M3lqVm1mQy1zblhqWk56dVNJ?oc=5" target="_blank">A multi-task learning approach combining regression and classification tasks for joint feature selection</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "A multi-task learning approach"

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29 stories displayed
Hybrid VAE-Transformer-based multi-task learning for cyberattack detection and fault classification in electric vehicle charging stations
Frontierstech

Hybrid VAE-Transformer-based multi-task learning for cyberattack detection and fault classification in electric vehicle charging stations

<a href="https://news.google.com/rss/articles/CBMiogFBVV95cUxPQ2x2VHM4SmxqcG1PcG95YW40SEppMndfdUoxMlRvTDk3Yy1jNlpINGF2OG5TUWs0d2JtOW92VUNYTXFiLXZ1YzhIemhlTWpGTDN3c1dNMkU4aHN5LUI1aXFJR3FUOUFmd3VtWlNHUHptaFpaRV91US1Cbjh4VTNEczFPSFhwX29tNFMySk1JdzQ2Q0RTc2VHMTBaMUR0bVlGZWc?oc=5" target="_blank">Hybrid VAE-Transformer-based multi-task learning for cyberattack detection and fault classification in electric vehicle charging stations</a>  <font color="#6f6f6f">Frontiers</font>

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A multi-task learning framework for diagnosing partial discharge types and assessing severity
Naturegeneral

A multi-task learning framework for diagnosing partial discharge types and assessing severity

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9obUsya2JXUUtoMENCOE1iV1hJRGV3Z0o5WWR5NTd0a3oyWjdnOFVvaU5ES3gzUm5lNy1VXy1hY3NldkY1WGlDRXNtb0Nnd0VnNGlqTzNFeldHV29qbHRj?oc=5" target="_blank">A multi-task learning framework for diagnosing partial discharge types and assessing severity</a>  <font color="#6f6f6f">Nature</font>

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VEA-net: vascular enhancement attention with dual-backbone multi-task learning for comprehensive ROP management across multi-center datasets
Frontiersgeneral

VEA-net: vascular enhancement attention with dual-backbone multi-task learning for comprehensive ROP management across multi-center datasets

<a href="https://news.google.com/rss/articles/CBMirAFBVV95cUxPYmtsaGxvYk9IZ1VUQjhTY1dXVTBqMmtlVW5kQ0NOQWRJVEFUZjg5UFFhLUxTRjNUb3dZcmc5UXBBUlhQNmEwUC1GX1BHczlGQkN1N2tEXzR3SG5lUTMybkRpTE9udnZ5VmQyY2xQcnlDdUR3T3RxbUkxNTdjd0V6ZllPZlBuMGVYa1h3RGpWTjFqc0tNUmp1WXh2azFoaDRaaE13aUpFSkVCbkRj?oc=5" target="_blank">VEA-net: vascular enhancement attention with dual-backbone multi-task learning for comprehensive ROP management across multi-center datasets</a>  <font color="#6f6f6f">Frontiers</font>

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Multi task learning based early prediction model for antibiotic resistance using multi institutional cohort data
Naturegeneral

Multi task learning based early prediction model for antibiotic resistance using multi institutional cohort data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9vZUcyM1hBSnk5SVFwSXZScEthTnBVbGxGaWJfTmRQbW1BNDVHOFZQVWMtaXNJY1FQQWkyX013WUJqQ1NJN3pKeUxBcXp3UDk2UEhVdU5ZXzhtVUNPZVY4?oc=5" target="_blank">Multi task learning based early prediction model for antibiotic resistance using multi institutional cohort data</a>  <font color="#6f6f6f">Nature</font>

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Deep learning-based automatic assessment of aesthetic expression in english writing: A multi-task learning approach with cross-cultural validation
Naturegeneral

Deep learning-based automatic assessment of aesthetic expression in english writing: A multi-task learning approach with cross-cultural validation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9QZVp1NUlrdlZwdkVfQm5GT3R6Mmx4QmVjUGs4RHpyd1BSYWkwcmRzN29ReXRHV2JSY2VHSDhXcWVSc0QzX0RIUThUR0pwNTJxbkdzQ0g0aU4wbjBkZExz?oc=5" target="_blank">Deep learning-based automatic assessment of aesthetic expression in english writing: A multi-task learning approach with cross-cultural validation</a>  <font color="#6f6f6f">Nature</font>

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A multi-wavelength multi-task learning framework for risk-aware fire source classification and smoke density prediction
Naturegeneral

A multi-wavelength multi-task learning framework for risk-aware fire source classification and smoke density prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE92UXpmWVcyWTYxaEFMMzJURUh0V0YwallEcFR1cGwwY3VZN2ZxQkdwQ1R0Z0VoVGI2eFV5Z09LRWtrQWwwYlRSS1hNclRKSERKUlQ1OTZZR3oxbFRnX0tz?oc=5" target="_blank">A multi-wavelength multi-task learning framework for risk-aware fire source classification and smoke density prediction</a>  <font color="#6f6f6f">Nature</font>

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Attention-enhanced multi-task learning for binary segmentation and fine-grained aquatic plant classification in UAV imagery
Naturetech

Attention-enhanced multi-task learning for binary segmentation and fine-grained aquatic plant classification in UAV imagery

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE52bE80ZjdOV1F4azRLUEVFWFZTOERnSWd5REFDN25RZ2EzdTRQQWo5d0lnbDloNWxPVHZVSEJkMnEyYXQ5eldZa2x5RGIzRTdZeGhEVktiNG8xV21JTW9J?oc=5" target="_blank">Attention-enhanced multi-task learning for binary segmentation and fine-grained aquatic plant classification in UAV imagery</a>  <font color="#6f6f6f">Nature</font>

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Multi-task procedural content generation with reinforcement learning
Naturegeneral

Multi-task procedural content generation with reinforcement learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1xdGs3a1RMdU0wUFI3bnNmSjRyVGlNaDJqcUJjMkVrOTRraXBDQTIyX1hXcHVTU2o5V013WXltUUxNQWMwWldDcjVFd2ZOeGpVN3lrTmxYdm1NSUhydHNJ?oc=5" target="_blank">Multi-task procedural content generation with reinforcement learning</a>  <font color="#6f6f6f">Nature</font>

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A multi-task deep learning approach for landslide displacement prediction with applications in early warning systems
Naturegeneral

A multi-task deep learning approach for landslide displacement prediction with applications in early warning systems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9SR1c4dkRYVW9VZi00QzdybUE5bnAtZFl2TllzZXp2ZlZPY01vSml4cGExRXZCTUt0cl81QWxtUzlRWEg5d1c5WmlqUjRZb1FaaXhjOV9GNUFvR3RYRkhV?oc=5" target="_blank">A multi-task deep learning approach for landslide displacement prediction with applications in early warning systems</a>  <font color="#6f6f6f">Nature</font>

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UVMulti: A Large-scale Benchmark Dataset for Underwater Video-level Multi-task Learning
Natureworld

UVMulti: A Large-scale Benchmark Dataset for Underwater Video-level Multi-task Learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE96VElsc0pDVVE5TktnOUlrWHBITDJ3dlhRcnotS2IteXZ2Mk9GaVVEbERlT3ByVE52ZDRzUTN0TkplalVQbmRJN3BMRlpPcHVKR0lraGxhZ2s2MzhBZ2JJ?oc=5" target="_blank">UVMulti: A Large-scale Benchmark Dataset for Underwater Video-level Multi-task Learning</a>  <font color="#6f6f6f">Nature</font>

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A multi-task heterogeneous graph learning with cross-attention fusion for robust recommendation
Naturegeneral

A multi-task heterogeneous graph learning with cross-attention fusion for robust recommendation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1ldUU0OFV1dVl5dXB3ZWJZM3M2c2RTWWpOdUs3SGF3R081SkxrTGtKN0tSSmVMcVl3Wkc1NzZMNk83bUtMQWpNZWJPdzlpUTBJa1lQcF9rX3FVTVp6SXk0?oc=5" target="_blank">A multi-task heterogeneous graph learning with cross-attention fusion for robust recommendation</a>  <font color="#6f6f6f">Nature</font>

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A multi-task learning model for evaluating non-tumor gastric diseases indicators in whole slide images
Naturegeneral

A multi-task learning model for evaluating non-tumor gastric diseases indicators in whole slide images

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE8yaEQ2a3pyc0dub25ta3d5N29SOEFxa182LUpncnkwa1RaaFJyZTJjY1plOGhNOWJQNnA0a2tqZlUxRi0xa0haTGk2ZVlhbmhidjNZSEt5dDJaYS1DZVJj?oc=5" target="_blank">A multi-task learning model for evaluating non-tumor gastric diseases indicators in whole slide images</a>  <font color="#6f6f6f">Nature</font>

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Structure-aware multi-task learning with domain generalization for robust vertebrae analysis in spinal CT
Naturetech

Structure-aware multi-task learning with domain generalization for robust vertebrae analysis in spinal CT

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE52VlpRYVBlUUVXUGE1LWx5eTVqRkJzVTdVVUhaMDN6TnJCb3h5TThSbEpveWZMZlN4OEdrWGgwbUNXUVQzYmV2S3IwUzlBdTRQZDNidUhKOXZnRGJPVVRj?oc=5" target="_blank">Structure-aware multi-task learning with domain generalization for robust vertebrae analysis in spinal CT</a>  <font color="#6f6f6f">Nature</font>

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Physics-informed multi-task learning for permeability prediction and probabilistic HFU modeling: a case study from the Lower Bahariya Reservoir, Shahd SE field Egypt
Naturegeneral

Physics-informed multi-task learning for permeability prediction and probabilistic HFU modeling: a case study from the Lower Bahariya Reservoir, Shahd SE field Egypt

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE56eTJYRlZJWDZtVkZrOENPLU9jV242UVB5WDNLaVllNjh1Yi1HT1hUXzBocTNvV2MyeTBEVkVET1IzOGVmQXFmamw4bmFUMzRVQTNWaERzUjhMOXcxRGQ0?oc=5" target="_blank">Physics-informed multi-task learning for permeability prediction and probabilistic HFU modeling: a case study from the Lower Bahariya Reservoir, Shahd SE field Egypt</a>  <font color="#6f6f6f">Nature</font>

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RETRACTED ARTICLE: Cognitive salience features enhance multitask deep learning for pragmatic reasoning across cultures
Naturegeneral

RETRACTED ARTICLE: Cognitive salience features enhance multitask deep learning for pragmatic reasoning across cultures

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBxN1pqM3Rod3RyNEcwNUJTRko3ak5kdjBoS3hfS1RudU9Da2FOTGVKUU94T2RmUUtxbHFOM3R5ZG5CNkd6emZoekYxODNHSWtFdEQ5dGlfcktaNkxtSzBR?oc=5" target="_blank">RETRACTED ARTICLE: Cognitive salience features enhance multitask deep learning for pragmatic reasoning across cultures</a>  <font color="#6f6f6f">Nature</font>

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Multimodal multitask deep learning for grading management system in non-small cell lung cancer
Natureworld

Multimodal multitask deep learning for grading management system in non-small cell lung cancer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE93cjYtV0ZwUi1tWkdfMWFMeWlZRnRNZ0E5bHAzc052dzRBdlZqRWhPekJXVXB3MEpfTUsxdEtFQXdvc3FzcUd0NHl3T0QtYjZ1YnUyWmhTd3FHRW9xOHpR?oc=5" target="_blank">Multimodal multitask deep learning for grading management system in non-small cell lung cancer</a>  <font color="#6f6f6f">Nature</font>

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A multi-task EEG emotion recognition method based on emotion-dimension coupling constraints
Naturetech

A multi-task EEG emotion recognition method based on emotion-dimension coupling constraints

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9hYzEwdS1iVXZfRDhOUVhNdzQ5eVk1U3h4TnBwZk9GcXh4TzVCZ1ZfQ1o1OE5DNXJpWlRyT1lFSk1MSnNVOURDU3VjVnJPeHotMzI1cHNQWndjZkNtZ0Nj?oc=5" target="_blank">A multi-task EEG emotion recognition method based on emotion-dimension coupling constraints</a>  <font color="#6f6f6f">Nature</font>

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Breast ultrasound images for segmentation and classification using multi-task U-Net
Natureworld

Breast ultrasound images for segmentation and classification using multi-task U-Net

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBTUVU5N1NQcDZJY3lDN2lmN1pNZFFHaGgtTlkxaXEwcVhBY2lib1FHbWNydGtpSnR6b2NsWGdYMXJUYWNmZ0pjV3M1b3pLcUp6ejJmbVZMUGRpdWJ6RkZV?oc=5" target="_blank">Breast ultrasound images for segmentation and classification using multi-task U-Net</a>  <font color="#6f6f6f">Nature</font>

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Multi-task learning for estimation of remote PPG and respiration signals with complex valued convolutional neural network
Naturegeneral

Multi-task learning for estimation of remote PPG and respiration signals with complex valued convolutional neural network

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1BSGRmdm16eXJJWXlCMnYyRl93Q3lETHk5aHotVUU4X1BWS2hvaFVueGpwdWxaNVV5dHNQbzZaYllGOVNBclFXUkd6a2M1MG4tSS01eTh6SzdKUXRvMktN?oc=5" target="_blank">Multi-task learning for estimation of remote PPG and respiration signals with complex valued convolutional neural network</a>  <font color="#6f6f6f">Nature</font>

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An intrusion detection model for electric vehicle supply equipment based on multi-task learning and probability transfer mechanism
Naturegeneral

An intrusion detection model for electric vehicle supply equipment based on multi-task learning and probability transfer mechanism

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBMSTRLYUFiMmtYNFIzZXVJVUppZ3BCa0V0dDhpUHZUY2VZb1NqT3BzUE9CQ2dJaDRwRFN0VHBvTHVEVjlfaXViUUNxSnVocTBFTkcyT2I1NE5saWRlcEtV?oc=5" target="_blank">An intrusion detection model for electric vehicle supply equipment based on multi-task learning and probability transfer mechanism</a>  <font color="#6f6f6f">Nature</font>

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A boundary enhanced multi-task neural attention approach for Chinese named entity recognition
Natureworld

A boundary enhanced multi-task neural attention approach for Chinese named entity recognition

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFB2Ym02SXl5SGcxQW84aGFSVXVPdEJSczJkUUgtN0s1NFBrTXlTakVYNXZKc2NCN2dvU2c1UEQwUVZhWmwycHZnRk9XYWtPS05NNGttVTFUSjJfUml2ajNJ?oc=5" target="_blank">A boundary enhanced multi-task neural attention approach for Chinese named entity recognition</a>  <font color="#6f6f6f">Nature</font>

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Iterative discovery of potent polymeric antibiotics via multi-stage and multi-task learning against antimicrobial resistance
Naturetech

Iterative discovery of potent polymeric antibiotics via multi-stage and multi-task learning against antimicrobial resistance

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5wbzN2OHlRd1o1RW5kcnJzemFJVXNiM2hwMGRnOTZXOGRkTGdrRVE0YWhtVmx0LXRlX1JmVEdtcUw0QV9mQ2JBb2NQZUhXeGpuRDR1Nk81RVc2SUIzclZn?oc=5" target="_blank">Iterative discovery of potent polymeric antibiotics via multi-stage and multi-task learning against antimicrobial resistance</a>  <font color="#6f6f6f">Nature</font>

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A review of deep learning approaches for drug synergy prediction in cancer
Naturegeneral

A review of deep learning approaches for drug synergy prediction in cancer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBPMUt2Wmp6bW5KcHFERlBNNTFkMFNvVzNqLXF5RjlRemhuRzVXbkF4UjlhZHNfZExfanVIdzkzVGNGQkVkbVI3UEJhV1dTNU1QNzBRbnFNZnhHM2dFMTJ3?oc=5" target="_blank">A review of deep learning approaches for drug synergy prediction in cancer</a>  <font color="#6f6f6f">Nature</font>

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A multimodal multitask deep learning model for predicting stroke lesion and functional outcomes using 4D CTP imaging and clinical metadata
Natureworld

A multimodal multitask deep learning model for predicting stroke lesion and functional outcomes using 4D CTP imaging and clinical metadata

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5GVEhzUHhtWE1Da1lzZnpKWnpfLWg2ZHFSblVZb3Z3OW1zZjJERElmbFRsWklMQUxqYXYyU3lRWmZ5SnRwcFBkc0tSWGVKV2ZuSmM4WmVncEJudXZkbVlZ?oc=5" target="_blank">A multimodal multitask deep learning model for predicting stroke lesion and functional outcomes using 4D CTP imaging and clinical metadata</a>  <font color="#6f6f6f">Nature</font>

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A lightweight transformer based multi task learning model with dynamic weight allocation for improved vulnerability prediction
Naturegeneral

A lightweight transformer based multi task learning model with dynamic weight allocation for improved vulnerability prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE41UTlEdC1JaXF2TEVNVUlqSGNWME8tZFdxdFp2YlJkNGRkX0p6U2hoN1ZvOFBRZDB1bFhDMDZEN1Utc0dqMmxPRzI4OHM4eHlaT3IwYnBkWTRNeHpLZmVN?oc=5" target="_blank">A lightweight transformer based multi task learning model with dynamic weight allocation for improved vulnerability prediction</a>  <font color="#6f6f6f">Nature</font>

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Multitask learning multimodal network for chronic disease prediction - Scientific Reports
Naturegeneral

Multitask learning multimodal network for chronic disease prediction - Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9CMWNyVTlRQ05HNmJJa2Ezb2hobWduWHF2SGVQTGZBMlBsT1U3Y1JLMFY2OU5RZHVla0lrOEpFWUJEUFBVekNibXBPVF8tMVRRdFAzRnNMUDUwS3h5MXBz?oc=5" target="_blank">Multitask learning multimodal network for chronic disease prediction - Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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UNICORN: Towards universal cellular expression prediction with a multi-task learning framework
Natureworld

UNICORN: Towards universal cellular expression prediction with a multi-task learning framework

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9CVlpidUhUYlNwZElMX0RSYXVHSmdVc0pqQWNHUHdtMzBRVkYwOE1qSFdyU1dpbkk3VlY0TkpzWFFmSG5tRi1pU25CcHVGVnd6TXQ5Tm5ZZjdsOVNrNHVz?oc=5" target="_blank">UNICORN: Towards universal cellular expression prediction with a multi-task learning framework</a>  <font color="#6f6f6f">Nature</font>

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A comprehensive multi-task deep learning approach for predicting metabolic syndrome with genetic, nutritional, and clinical data
Naturegeneral

A comprehensive multi-task deep learning approach for predicting metabolic syndrome with genetic, nutritional, and clinical data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1TdnFJWEt1SjJ2SlAxZC1kdjlaUVJkTGFNd0hJOTI3UEhuSkw2WVJXSWV2MGQyTWpUVjVEYzlGU3hLZ2dURUJ6ZktmcDdFSjcySlBJRUtxMjEwbWJjQ0VJ?oc=5" target="_blank">A comprehensive multi-task deep learning approach for predicting metabolic syndrome with genetic, nutritional, and clinical data</a>  <font color="#6f6f6f">Nature</font>

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Intra-person multi-task learning method for chronic-disease prediction
Naturegeneral

Intra-person multi-task learning method for chronic-disease prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1JUThvSk5GUG45MlhPWHhlOVpHQXEwbDZUZzdYQ2VQYTQxcHQ1SkFlYUItdGlfcmIwZGdNcGd2UFpfRVNfUW5MbmpJWk9uVW16c0ZIa1czQ1NVdXVNVkpV?oc=5" target="_blank">Intra-person multi-task learning method for chronic-disease prediction</a>  <font color="#6f6f6f">Nature</font>

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