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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Multi-omics deep learning" (30 stories)

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Deep-learning-enabled multi-omics analyses for prediction of future metastasis in cancer
Lead StoryNaturegeneral
Aug 1

Deep-learning-enabled multi-omics analyses for prediction of future metastasis in cancer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9zOTVyQ1k1aVh6a0J2MkwwMTJtUmdjWl96TUZmWV9aaVNhSzA3YlY2c2V3bF8zbDVSbU5pUW0xOHpyWE1CclhfaEV0RnU1cDRuSW5IbzRGTXlaSXUwTHRR?oc=5" target="_blank">Deep-learning-enabled multi-omics analyses for prediction of future metastasis in cancer</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Multi-omics deep learning"

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29 stories displayed
AI-enabled multi-omics integration in colorectal cancer: from molecular stratification to clinical translation
Frontierstech

AI-enabled multi-omics integration in colorectal cancer: from molecular stratification to clinical translation

<a href="https://news.google.com/rss/articles/CBMirAFBVV95cUxPN2J1RnRGS2xaeTB1ZnA1RW9ZSWJCSzItOEh5TE1NcUVwaVNfOXAzUzhpTlc5ekFNV0Y4b2xmWk9VdFBScmVIQ1JvaTBGVUdGN1g5THVvQm93cUx0RHRiVHh0Wk9WazZUWjNYWHMtVzZFWV9maWZMRFM4bExySXFSaXNxZF91eTViNkpTSUhlbS0zTE1BYkxQdGxTSWVLSVZSaExBeE82ekxTOXRP?oc=5" target="_blank">AI-enabled multi-omics integration in colorectal cancer: from molecular stratification to clinical translation</a>  <font color="#6f6f6f">Frontiers</font>

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Hidden Aggression: Machine Learning Exposes Dangerous Biology in Low-Risk Prostate Cancer
Bioengineer.orggeneral

Hidden Aggression: Machine Learning Exposes Dangerous Biology in Low-Risk Prostate Cancer

<a href="https://news.google.com/rss/articles/CBMiswFBVV95cUxPTk52MzZUR29TRGhBUkdSd1VkRmh2d3Z6akF5cjJUaTNrZ3E5LUp0LWItRVVCLXZucWRUTnhXRy1VZURFdWw2UnVfc3FCZkE4VkJxZVZkODdhazV0dE1WVmEtUlQxUVgtTW1jdWUweEtzR1FlWk15WUR6U2JVMTRPSW8tTmlMSTZ4RG43MFFCR2VBNkpOSmdoa0M2c2Q0bXBoRFY1N0E2UkNxX0tpeVBlU0tpWQ?oc=5" target="_blank">Hidden Aggression: Machine Learning Exposes Dangerous Biology in Low-Risk Prostate Cancer</a>  <font color="#6f6f6f">Bioengineer.org</font>

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A Deep Learning-Generated Mixed Tumor–Stroma Ratio for Prognostic Stratification and Multi-omics Profiling in Bladder Cancer
Science Partner Journalsgeneral

A Deep Learning-Generated Mixed Tumor–Stroma Ratio for Prognostic Stratification and Multi-omics Profiling in Bladder Cancer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE82X1dJUlRYX2libFZKWjJvSjVzU1dDQTZRMnlIbUZBVlR1eERBNUtGNnlMZUVnODA1cUF2OThIUGxXVmRGOFo0c2NZVjdzVURLUmxIWXBNMF9NWFlGWkdn?oc=5" target="_blank">A Deep Learning-Generated Mixed Tumor–Stroma Ratio for Prognostic Stratification and Multi-omics Profiling in Bladder Cancer</a>  <font color="#6f6f6f">Science Partner Journals</font>

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Multi-omics integration for drug target discovery: What the data actually shows
Drug Discovery Newsgeneral

Multi-omics integration for drug target discovery: What the data actually shows

<a href="https://news.google.com/rss/articles/CBMiugFBVV95cUxQNlpybURYSERwMldFSUdBeVo3ZmJZd3VYcncydlVrWjVKOTZvNWdZTTRLY0ZSd3Z4RHF1ZGIzRFROaHJQcFQ5Mlo1QkhiRzg4bzZpS0J2U0NLTVRQWi01SW9WbUJvWHRMUy1nN3JQMk8xQzhSZk43TUpWbExYV0p1VTlaSldpaEZsWDhCUzdEN0NCWUg1dzNhcVdTUS0yeGtrb1A4MU02MXNQTkhiaDVzaE9UU3NMbjM3R2c?oc=5" target="_blank">Multi-omics integration for drug target discovery: What the data actually shows</a>  <font color="#6f6f6f">Drug Discovery News</font>

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Multiomics and deep learning dissect regulatory syntax in human development
Naturegeneral

Multiomics and deep learning dissect regulatory syntax in human development

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFA4V2FiV3NqdUpaVF9EQVdqcW0wbXQ0Q2FYc2dVVVlqbFdPejFMUjNCOUUzY2J5a19pVE9ETHA3RzdlWVY4R0lkc1R1cS1PVEVodWJMUUQzNEN5NnRibTc4?oc=5" target="_blank">Multiomics and deep learning dissect regulatory syntax in human development</a>  <font color="#6f6f6f">Nature</font>

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AI-driven multi-omics integration for multi-scale predictive modeling of genotype-environment-phenotype relationships
Science Partner Journalstech

AI-driven multi-omics integration for multi-scale predictive modeling of genotype-environment-phenotype relationships

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1vTEJoWklfbzQxY085eWFtWTYtUmNYMXdDWDY0X2t1TENPR2JscVVldlJxVUVNZG1XT1FPRGFvOWR0SEpPVnFsUmY5MkFHSzlKQno4QVU2VWlMSjBBS0tyWTNTY3g?oc=5" target="_blank">AI-driven multi-omics integration for multi-scale predictive modeling of genotype-environment-phenotype relationships</a>  <font color="#6f6f6f">Science Partner Journals</font>

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Consistency of feature attribution in deep learning architectures for multi-omics | Scientific Reports
Naturegeneral

Consistency of feature attribution in deep learning architectures for multi-omics | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1qbXk1MUlSWDFNSzZXZ01rbjY0bWdyTWJtUzk5UUFLWElzQTlfTkItUGdvUGVuOXJESl83eXczTEZBUjlITzdwMG43Z0ZPWXZOSG9scDhXTldva3FJOWQ0?oc=5" target="_blank">Consistency of feature attribution in deep learning architectures for multi-omics | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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Multi-omic analysis of deep learning-derived phenotypes links ophthalmic imaging to cardiovascular and neurological traits
Naturetech

Multi-omic analysis of deep learning-derived phenotypes links ophthalmic imaging to cardiovascular and neurological traits

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1PUWI2cHdBU3ZyOE04dnZHWEVRbzY3MWJtZ3puZjVWOTUxZUlhZE9TTkw2QU9DeThBa0VPSzI5aVdsd1V0YkRIQ21PTmJBREk5cTVDd21ub1FNc2tCVkJr?oc=5" target="_blank">Multi-omic analysis of deep learning-derived phenotypes links ophthalmic imaging to cardiovascular and neurological traits</a>  <font color="#6f6f6f">Nature</font>

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A novel multiomics machine learning signature identifies rapid progression in clinically low risk prostate cancer
Naturegeneral

A novel multiomics machine learning signature identifies rapid progression in clinically low risk prostate cancer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5BZFZKQjAzMURGbU5Tb1lvVWtTSUZxZTYzalBPR3huTTZVZHBzMUh5UHNDdkNXZGl3UlN5QUI1dXRZaTJEdnBqbHh5S2k3cEVkak1sYzVNekxzRkJCQjFJ?oc=5" target="_blank">A novel multiomics machine learning signature identifies rapid progression in clinically low risk prostate cancer</a>  <font color="#6f6f6f">Nature</font>

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Mapping functional non-coding variation in individual human genomes through haplotyping, multiomics, and deep learning
Natureworld

Mapping functional non-coding variation in individual human genomes through haplotyping, multiomics, and deep learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1leVBzNHVsdkk1T1dfWVhUZF9FZG01R3RxRk5nZDJNNUVPUG1ZaDZzeDZwdHk3dHVTelJKWGpFYlhVWnlORFZvZ2pyTUU2QzJxcjdhSHJWY3pLZ1VzdmNZ?oc=5" target="_blank">Mapping functional non-coding variation in individual human genomes through haplotyping, multiomics, and deep learning</a>  <font color="#6f6f6f">Nature</font>

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Computational multi-omics integration in neurocognitive disorders from machine learning to graph-based approaches
Naturegeneral

Computational multi-omics integration in neurocognitive disorders from machine learning to graph-based approaches

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9UeVA2aWdIc0NiSmJqQWJCbWxyNFhJZnloVl9pcVFrdTVIWXRvdnZRc0VTV1Q3X18xeDl2ZXNLNXRzSDBBOTBuV21BbTJKSmdSOVM5QkkzMTg0bzJ2a25z?oc=5" target="_blank">Computational multi-omics integration in neurocognitive disorders from machine learning to graph-based approaches</a>  <font color="#6f6f6f">Nature</font>

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Multi-omics deep learning improves FDG PET-CT-based long-term prognostication of breast cancer
Naturegeneral

Multi-omics deep learning improves FDG PET-CT-based long-term prognostication of breast cancer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBNWE1BTFNITU5vS3ZqSG5IcVZrTE5WVjljN0pzOTE1N0M2eE1yNEZjck5IaUJ5YjY4eUZWU2J0d18wdUZDVUdwSWJUX0laQlU0NXhsaU9QQTB4OWxDclFB?oc=5" target="_blank">Multi-omics deep learning improves FDG PET-CT-based long-term prognostication of breast cancer</a>  <font color="#6f6f6f">Nature</font>

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

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

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBwMXEwVEpjcmRWSkxXZU5wZUlxWTBCTk9YYkJiazRpbGQ0VzFEV1JGaW5nSUlwcTQxNjcyTkJaQXFxTXhEWHNvTmgzcFRXakF1TjQybGp5NHRuUnllYTVF?oc=5" target="_blank">DECODE: deep learning-based common deconvolution framework for various omics data</a>  <font color="#6f6f6f">Nature</font>

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Explainable machine learning-guided integrated multiomics analysis reveals macrophage-driven immune suppression in breast cancer
Naturetech

Explainable machine learning-guided integrated multiomics analysis reveals macrophage-driven immune suppression in breast cancer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5hNV9MVy1WYTk3ZzlMWkdWYmlhZ195NU90d0dUWk5sOTNNZkktQTZxa1hCSV9RenVPeVNEOTJzbm5OS04zV2RIREF6TmVlemhuYnkyS3ozS2hqczBjSGtF?oc=5" target="_blank">Explainable machine learning-guided integrated multiomics analysis reveals macrophage-driven immune suppression in breast cancer</a>  <font color="#6f6f6f">Nature</font>

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Multi-omics and artificial intelligence for precision drug discovery and potential clinical applications
Naturegeneral

Multi-omics and artificial intelligence for precision drug discovery and potential clinical applications

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE0wR0FVVnY0NXYwaURXUkJPZjVxeHFmZjc2REFWTTk4eU1RdlIxaDhiYkh2TEhKdHVwdnhBalhpU1FjdldrV1k3MUxWdVI5aldHUG5PaFRIWVVLa3V2UlVZ?oc=5" target="_blank">Multi-omics and artificial intelligence for precision drug discovery and potential clinical applications</a>  <font color="#6f6f6f">Nature</font>

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Transfer learning with multiomics integration and deep neural networks reveals drug resistance mechanisms in cancer
Naturegeneral

Transfer learning with multiomics integration and deep neural networks reveals drug resistance mechanisms in cancer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9kSk5mSTk2SEo5WUotTWFBOVFvYzhOZ3BNYzY0UVJBSjJDam90TERNVzd0OHNjbHZHdU5xbVZrdjMxM044ZEZ1TnNDRWp4dWswZ1JMRlc3UDJNX0xlajVr?oc=5" target="_blank">Transfer learning with multiomics integration and deep neural networks reveals drug resistance mechanisms in cancer</a>  <font color="#6f6f6f">Nature</font>

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SMART: spatial multi-omic aggregation using graph neural networks and metric learning
Naturegeneral

SMART: spatial multi-omic aggregation using graph neural networks and metric learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBWdENkQlA0R3c3T08wakhoTXQ3WW1qUy1mSGg5QVB0dHRhenNJaXM2TWtQVmljMmFnT09WdHBuZVhDSDRkVVJ3UjdDenZBVW52Mk53T2NLYXFuRjFGWmFn?oc=5" target="_blank">SMART: spatial multi-omic aggregation using graph neural networks and metric learning</a>  <font color="#6f6f6f">Nature</font>

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Perspectives from machine learning and multi-omics to decoding the effects of VDAC2 malignant subsets on tumor evolution
Naturegeneral

Perspectives from machine learning and multi-omics to decoding the effects of VDAC2 malignant subsets on tumor evolution

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9LVC1KN2FWS1Nzbm9acTk5Vk9UTHNpZ180ZjZMS1prTXBIWmdwdVcxVGZHYU1PSGZBeGo5NlNLallkYVlQNzRTejhTb2FHRm81MHFmcVhqUW41d0p5bUVv?oc=5" target="_blank">Perspectives from machine learning and multi-omics to decoding the effects of VDAC2 malignant subsets on tumor evolution</a>  <font color="#6f6f6f">Nature</font>

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Regulating complexity in AI-enabled omics and multi-omics technologies for precision medicine | npj Digital Medicine
Naturetech

Regulating complexity in AI-enabled omics and multi-omics technologies for precision medicine | npj Digital Medicine

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5nUVAyTm9LbHQ2TGszQU1rQ3ZxM0xfRjJFdkxHdjNTaWcwVXhHR1NFaE1Xc0dGNGlLTUVUdXlYRktYR2cydGFZSGc2MkFGNFlpS1pGVldBbjlYdVdINVFV?oc=5" target="_blank">Regulating complexity in AI-enabled omics and multi-omics technologies for precision medicine | npj Digital Medicine</a>  <font color="#6f6f6f">Nature</font>

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Spatial AI in cancer: mapping immune evasion topology through multi-modal omics and deep learning
Frontierstech

Spatial AI in cancer: mapping immune evasion topology through multi-modal omics and deep learning

<a href="https://news.google.com/rss/articles/CBMijgFBVV95cUxNYnNGLWxsYVRMdjBWd2swYTNuRjdjZWozS2NENjQtbVREbU1TVk0xYnhQb2FncUlMX0lQd2NGVHVZQjlFaUF4aGtIYmp3MEVCZmhTSXVfRGp2SFpGOXNpdERJVnR0ZEFJQmE3MFpFMXZFY3Mza1d2Y0Y5cjg3X2tJY19CMWN0RTMxZlFPcFZ3?oc=5" target="_blank">Spatial AI in cancer: mapping immune evasion topology through multi-modal omics and deep learning</a>  <font color="#6f6f6f">Frontiers</font>

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Applications of artificial intelligence in systemic lupus erythematosus: integrating multi-omics data for precision medicine
Frontiersgeneral

Applications of artificial intelligence in systemic lupus erythematosus: integrating multi-omics data for precision medicine

<a href="https://news.google.com/rss/articles/CBMikgFBVV95cUxQNzcxQ3JHT1BHY3VJNlZHM2s3R3NNVWt2VEZJUWNLbXBTYXdmeWdJSS1jM21QNGFHN3FSRHRGNFZ4TlJyUFNmM2FYXzhUTGdCajhPQmRaNmxBT2FNSURwNTJxRDRYZWhlV3U3akphOWRMY2E3bXdPNHNyS3ZNQ0ptck0yRTVpNkZjclRRVVl6RUl6Zw?oc=5" target="_blank">Applications of artificial intelligence in systemic lupus erythematosus: integrating multi-omics data for precision medicine</a>  <font color="#6f6f6f">Frontiers</font>

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SCMBench: benchmarking domain-specific and foundation models for single-cell multi-omics data integration
Naturetech

SCMBench: benchmarking domain-specific and foundation models for single-cell multi-omics data integration

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBLaUdJcC16ekdKNEFxbmtxeEVxWklGZmdSay1uVnFJV1pUTnpoVUllU1ozX3ZIOE80anJhUENGYTJFY3MydGtqR2NCNFVyd3F0SVlMdHBNOXJDTU94OTY0?oc=5" target="_blank">SCMBench: benchmarking domain-specific and foundation models for single-cell multi-omics data integration</a>  <font color="#6f6f6f">Nature</font>

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Multi-Omics Integration of Transcriptomics and Metabolomics with Machine Learning Uncovers Novel Risk Factors for Alzheimer’s disease
medRxivworld

Multi-Omics Integration of Transcriptomics and Metabolomics with Machine Learning Uncovers Novel Risk Factors for Alzheimer’s disease

<a href="https://news.google.com/rss/articles/CBMifEFVX3lxTE05b1VHUkpodEZkMEhOQTlla1FFWVdEbjJQTHU1cXQwbzRVN0JwSVpmWG5yVmgyeE9sMWhGOHFDeFF6MXRXM2tnbzQ0Z2daNDU5aDliLUNQLXNRRE1IZU4xZVJ0eDdjdWJJaDZQeDQtdENPdm0yLUlWeFhjeDY?oc=5" target="_blank">Multi-Omics Integration of Transcriptomics and Metabolomics with Machine Learning Uncovers Novel Risk Factors for Alzheimer’s disease</a>  <font color="#6f6f6f">medRxiv</font>

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Integrative Multi-omics and Machine Learning Reveal the Therapeutic Mechanisms of Juanyu-Xiaozhi Formula in Metabolic Dysfunction-associated Steatotic Liver Disease and Hepatic Fibrosis via the AP-1/PPARγ/SCD1 Axis
EurekAlert! Science News Releasesworld

Integrative Multi-omics and Machine Learning Reveal the Therapeutic Mechanisms of Juanyu-Xiaozhi Formula in Metabolic Dysfunction-associated Steatotic Liver Disease and Hepatic Fibrosis via the AP-1/PPARγ/SCD1 Axis

<a href="https://news.google.com/rss/articles/CBMiXEFVX3lxTE85U3lKQ1hrTGs0ZERYM1RieERKWjF1Uko2V3dDQXREajNENFJJdlRUYmFzX2VZODhLUTdCeUhYbmkxdkJJczlfQlNTLWk3YzkwX0xyRlllMWNiMzhj?oc=5" target="_blank">Integrative Multi-omics and Machine Learning Reveal the Therapeutic Mechanisms of Juanyu-Xiaozhi Formula in Metabolic Dysfunction-associated Steatotic Liver Disease and Hepatic Fibrosis via the AP-1/PPARγ/SCD1 Axis</a>  <font color="#6f6f6f">EurekAlert! Science News Releases</font>

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Editorial: Refining precision medicine through AI and multi-omics integration
Frontierstech

Editorial: Refining precision medicine through AI and multi-omics integration

<a href="https://news.google.com/rss/articles/CBMijwFBVV95cUxOX0tLNTE1aDAxY1lnTGp0QWc0cmtmcjBEMTBSdVZLdHNMNWIzb0R3cUxnazhHREFYbzZvVy12VWoxbEhtcU9NelN2cS1vazA2N2RJZmoxdjl4czNwNC1raHVsVk9KVzFPSVVhSWNaWWFuaHpNSmlyVVdJYlFMLUVTQlRIS2F1V1ZlWDYwSkxBWQ?oc=5" target="_blank">Editorial: Refining precision medicine through AI and multi-omics integration</a>  <font color="#6f6f6f">Frontiers</font>

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Machine learning-enabled spatial multi-omics uncovers lactate-driven targets and tumor microenvironmental reprogramming in cancer
Natureworld

Machine learning-enabled spatial multi-omics uncovers lactate-driven targets and tumor microenvironmental reprogramming in cancer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFByT1pLODZ5RTBfNVdJaWdXYzJ2VUR6eHNoNVBPOTZrRzk5UzVZaV9iSnZRMW0zazA4YW1wRk5mSFZQeUw3alpyV0E5aGNMSk5WQjFUcmRTYlBiY1NsclQ4?oc=5" target="_blank">Machine learning-enabled spatial multi-omics uncovers lactate-driven targets and tumor microenvironmental reprogramming in cancer</a>  <font color="#6f6f6f">Nature</font>

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AI-based multiomics profiling reveals complementary omics contributions to personalized prediction of cardiovascular disease
Naturetech

AI-based multiomics profiling reveals complementary omics contributions to personalized prediction of cardiovascular disease

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5HaW1SNzc3dk9fbTQzeWNrREhUWW1YSTF5RFN5WG9TUXp0d216S255WnV3Nnd4SFpINDFZaDdpUjZfd3VaQjdxSHZmSWVXa1kzQVUzbGZzTFA3TmdhZ05B?oc=5" target="_blank">AI-based multiomics profiling reveals complementary omics contributions to personalized prediction of cardiovascular disease</a>  <font color="#6f6f6f">Nature</font>

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Deep Visual Multi-Omics: AI-powered 3D mapping reveals intra-tumor heterogeneity of colorectal cancer
EurekAlert!tech

Deep Visual Multi-Omics: AI-powered 3D mapping reveals intra-tumor heterogeneity of colorectal cancer

<a href="https://news.google.com/rss/articles/CBMiXEFVX3lxTE96Q2VoTi0wTEtuYU1pQWZfQmlOVDdQeXRXVFRPMGVSYUFGUzA0X0NuN1hhYnNfcW9HWlFUWnItZHhsLVc0TWpHZy1nSG5IZ2JxS29wU0x3cFR5eklV?oc=5" target="_blank">Deep Visual Multi-Omics: AI-powered 3D mapping reveals intra-tumor heterogeneity of colorectal cancer</a>  <font color="#6f6f6f">EurekAlert!</font>

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Editorial: Artificial intelligence in multi-omics: advancing tumor metastasis prediction and mechanism analysis
Frontiersgeneral

Editorial: Artificial intelligence in multi-omics: advancing tumor metastasis prediction and mechanism analysis

<a href="https://news.google.com/rss/articles/CBMirAFBVV95cUxQdUx2cXB4MHZfUHUzNkk5bmMyc2VlbmFrNGFTQkUzWDdsYjJNb3hXel82c1N4c1k0UGVyZEdfYzgxUkw4MWpHNWNpODVyOTExNjhTZWU1aDVRaXhvQWtJaC1PWV9LTVg1T1RUOVVOXzJEMzhGdy1ubFZSRzNMN3BxMWg3TUJsQjVhX1VDeW9TSDdzZFllTHJqRWptbXd3MktwNGVoVS0tM0w0UjVW?oc=5" target="_blank">Editorial: Artificial intelligence in multi-omics: advancing tumor metastasis prediction and mechanism analysis</a>  <font color="#6f6f6f">Frontiers</font>

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"Multi-omics deep learning" — Live Google News Trends & Headlines