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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Deep-learning-based gene" (30 stories)

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Deep learning perturbation models can outperform baselines on calibrated metrics
Lead StoryNaturegeneral
Oct 1

Deep learning perturbation models can outperform baselines on calibrated metrics

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5xbzB6UHFiTGxiY3VQNVJBYllqYkE3a1llNkhWVnd4RUJnSEY0NDV2MVZtVFlqaDdsX1YyU2FwVnRPdUVIR2tMRUczQ1l4U25XRnNQNS0yZWpGVF9WTlln?oc=5" target="_blank">Deep learning perturbation models can outperform baselines on calibrated metrics</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Deep-learning-based gene"

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29 stories displayed
New AI Framework Reads Gene Maps Like Images to Reveal Hidden Cell States
Bioengineer.orgtech

New AI Framework Reads Gene Maps Like Images to Reveal Hidden Cell States

<a href="https://news.google.com/rss/articles/CBMinwFBVV95cUxNM2MyblRvZWhkd0s4YS1NVjJfVm5WWU5yNS0zZ0k1UVN2Y3BfdEJFemI0RzY0cnhQQ0pCTzByT3J3dG5YQUkxU1E1cHBkSUpfbjhxbzlVMURpY0lkMXVDb2VCYXY3QXJFNElLTFF3Y09SbXpNZXIxV0hKNnkwRjRRNC00OXZwQVZGN1lWV3ZOLUV0VVA1RWRCZnI0Q3JMVms?oc=5" target="_blank">New AI Framework Reads Gene Maps Like Images to Reveal Hidden Cell States</a>  <font color="#6f6f6f">Bioengineer.org</font>

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Integrating single-cell transcriptomics with deep learning for glioblastoma treatment
Frontiersgeneral

Integrating single-cell transcriptomics with deep learning for glioblastoma treatment

<a href="https://news.google.com/rss/articles/CBMijwFBVV95cUxQbllBRVB6ank3YWF4eU9rX2JWbnVGZ2RrVEpsWWZIRWJIYl85S1g5MEIycGRUTzdlME1zN0J5aUhkUEpZVVNRdnI0Y2s5Z3ZFOUpWV0J6VlRuZmlQVlNFdTdORllOX0dwczYxdE5mVVRkQWRXRWVMZ1E4M3RFZEVxUEdFRTItc2hIbVFiWW1RTQ?oc=5" target="_blank">Integrating single-cell transcriptomics with deep learning for glioblastoma treatment</a>  <font color="#6f6f6f">Frontiers</font>

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Flawed Benchmarks Hid AI Success in Gene Perturbation Prediction
Bioengineer.orgtech

Flawed Benchmarks Hid AI Success in Gene Perturbation Prediction

<a href="https://news.google.com/rss/articles/CBMikwFBVV95cUxOeTh2eDIxOGJZVzB6NkpsMURzb2ZMUFhQZlZWUnpndkRJeVkya1A3aWR1aUxSdkNwNmhXaEd0WUtsREpQbUFRVUxhRURwYmVWTGpfazMtQTVJVFJhUll1alo4bVBwd0dtdkVwckgyUEI2T0d5WlV6aEp0anRDSERxVklGcEJPWm9vUFR3UGxyVVo0bmc?oc=5" target="_blank">Flawed Benchmarks Hid AI Success in Gene Perturbation Prediction</a>  <font color="#6f6f6f">Bioengineer.org</font>

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Deep learning based individualized cross-platform molecular subtype classification of B-lineage acute lymphoblastic leukemia
Naturegeneral

Deep learning based individualized cross-platform molecular subtype classification of B-lineage acute lymphoblastic leukemia

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE14dnRDT0ljSWo2TWxHRk95dlk4RHFOTG1KeDY0b3RjQ1NLNVRVMTh3MWxYOFVjV01pSmR2N1Y4dUl3eFVsazNlZFlTcXRwRVQ0M1YzaV9EM3BHbUt0RWt3?oc=5" target="_blank">Deep learning based individualized cross-platform molecular subtype classification of B-lineage acute lymphoblastic leukemia</a>  <font color="#6f6f6f">Nature</font>

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Parameter-free representations outperform single-cell foundation models on downstream benchmarks
alphaXivworld

Parameter-free representations outperform single-cell foundation models on downstream benchmarks

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE5Vc0tOanY5TkY4VFR5dVdFNkU3VlgzaFBZQWZMQXNicHc1Z2NsYU8yZjZFU3Jqb3Jxb3pQVmNNYWl0OTZKMXJzWEF2d01DRFpU?oc=5" target="_blank">Parameter-free representations outperform single-cell foundation models on downstream benchmarks</a>  <font color="#6f6f6f">alphaXiv</font>

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Deep learning for predicting patient drug response by transferring gene-level and cell-level knowledge to tumors
Naturegeneral

Deep learning for predicting patient drug response by transferring gene-level and cell-level knowledge to tumors

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5lSXVfVHh5RWpzT1VuVWlWQmlLZWtHWkdGVFY2SlBlZlRhcWFwMWN0N3NVdlFqXzY2RWdmeGY2dnlNTGJpY3JEMTF0N3Y5SXlWSFJGSEJsWDRyRnU2Mjhn?oc=5" target="_blank">Deep learning for predicting patient drug response by transferring gene-level and cell-level knowledge to tumors</a>  <font color="#6f6f6f">Nature</font>

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Deep Learning Tool Reads Leukemia’s Regulatory Code to Predict Patient Risk
Bioengineer.orggeneral

Deep Learning Tool Reads Leukemia’s Regulatory Code to Predict Patient Risk

<a href="https://news.google.com/rss/articles/CBMioAFBVV95cUxON2xYdU5XNWVjc0tfMTJBNWdrcDhGbkRTTXMtc0JDQjFqRDRUQ1lPeXAwVmZWMzZPd1VnSmVBQ1JoNTRBYUpreEl0MDg5VHhSaEx4aG5penJ4bjlxU3RrU1k5dTh5RnRQbzZUS2pPRG01dFkwOW1jeDNVbGRycS1ZcUFfQjVNLWdXNHUzT2VqWldfdmVPRFdlNlN2dnNudllw?oc=5" target="_blank">Deep Learning Tool Reads Leukemia’s Regulatory Code to Predict Patient Risk</a>  <font color="#6f6f6f">Bioengineer.org</font>

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Deep Learning Tool Reads RNA Tails Straight From Nanopore Signals
Bioengineer.orgtech

Deep Learning Tool Reads RNA Tails Straight From Nanopore Signals

<a href="https://news.google.com/rss/articles/CBMilAFBVV95cUxPQl90ekk4QVBkNmRzNHlYUFVlMlpGaU40VzlYaTdzUFloQVoxSERZaktpR2FmZWhUa05BMURfLUlQUEMtV3dQMzRySUVQX1ZWX01md2U3UU1oaUJmYjJBUTNORFZ5TmlZTjN5dHZPaTNxUzRSQnNHOFdGZlczVmNNOHNVU2xYVzNMaWk1ODMtYmdhV2Ry?oc=5" target="_blank">Deep Learning Tool Reads RNA Tails Straight From Nanopore Signals</a>  <font color="#6f6f6f">Bioengineer.org</font>

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Machine learning-based identification of a metabolic cell death gene signature for assessing disease activity and immunological landscape in inflammatory bowel disease
Natureworld

Machine learning-based identification of a metabolic cell death gene signature for assessing disease activity and immunological landscape in inflammatory bowel disease

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9HQnpLWTBhTXRFTHN2UVk3SEZac1NEY0R2UTZJalBnNDVST2F1QnJaZV9tcy1oWUtiVjl6djRlcUNqYnVWWkRtSmxLbDd1bXZTVU90Yzd0NzhHVG9oVUcw?oc=5" target="_blank">Machine learning-based identification of a metabolic cell death gene signature for assessing disease activity and immunological landscape in inflammatory bowel disease</a>  <font color="#6f6f6f">Nature</font>

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Integrated bioinformatics, machine learning, and experimental validation identify a four-gene diagnostic signature for cervical cancer associated with PI3K/AKT signaling
Naturegeneral

Integrated bioinformatics, machine learning, and experimental validation identify a four-gene diagnostic signature for cervical cancer associated with PI3K/AKT signaling

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBUT2xMWWhmS0xkdnppbDdJaWdCZ1ZhZTBiZlczMkg0amRaRllGU2FPWHZmanpjLWxlM1hGVFRFMkNyREc3RU1ibmxaN2xoNmEzbzlUMngwNGd5NGhsR2RR?oc=5" target="_blank">Integrated bioinformatics, machine learning, and experimental validation identify a four-gene diagnostic signature for cervical cancer associated with PI3K/AKT signaling</a>  <font color="#6f6f6f">Nature</font>

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HESpotEx: Deep Learning Predicts Gene Expression from Histology
Bioengineer.orggeneral

HESpotEx: Deep Learning Predicts Gene Expression from Histology

<a href="https://news.google.com/rss/articles/CBMikAFBVV95cUxQd0JKNWRCbHNtSExBVm92OVRqRll6THp5N2NFX0IzWVhqemFuSHBaVXR6NnpLUE5Sc0pleXFSYnl6T1JhWDUxVjJVQTVJVTNQS25JaGc2djhOa0MzOHd6ZjBuU1czVG9QY2N3TWFIYUdpU2V3dUNBRGVLcHB6OG12TUhLQ3pJajVHZFQ1ZEpmSVY?oc=5" target="_blank">HESpotEx: Deep Learning Predicts Gene Expression from Histology</a>  <font color="#6f6f6f">Bioengineer.org</font>

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Deep-learning-based gene perturbation effect prediction does not yet outperform simple linear baselines
Naturegeneral

Deep-learning-based gene perturbation effect prediction does not yet outperform simple linear baselines

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9tSktZVDFGLXVEaGtDRGIwSDVlaFBQQ09ReVVQSE9veE54YkR1T2E2TjRMbmVqaTJRUlV3OFBHVVdNN1lRR0o1ZXpsRmdzYUJPeGtqZHZTdnNjMXJLaEtz?oc=5" target="_blank">Deep-learning-based gene perturbation effect prediction does not yet outperform simple linear baselines</a>  <font color="#6f6f6f">Nature</font>

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Learning genes deeply
Naturegeneral

Learning genes deeply

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5KcS1ocW1zRlJBMHZGQlpkcV9FTmZONzZ3aTVxdF9ZN3pKbnYtOEN0Vno1bFR6U2otMTdNUEVXN1pTS2lCVklNNWtGZDg5dFVZY0V2UE55a3R3WWhfdzhj?oc=5" target="_blank">Learning genes deeply</a>  <font color="#6f6f6f">Nature</font>

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Deep learning-based semantic matching of cis -regulatory DNA sequences facilitates the prediction of gene function
Natureworld

Deep learning-based semantic matching of cis -regulatory DNA sequences facilitates the prediction of gene function

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9FZnF5MVpqaVlKVThfLXRLdTlVVlBDaFVoQVJUeFBhYTZtRmxBZ3g0bU5TTDFSaXhFeDVMcklLSUZXV2E5SkdyRzIybmt2bXZRcnBESjJtbGI3cVVraEpn?oc=5" target="_blank">Deep learning-based semantic matching of cis -regulatory DNA sequences facilitates the prediction of gene function</a>  <font color="#6f6f6f">Nature</font>

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Deep learning-based precision phenotyping of spine curvature identifies novel genetic risk loci for scoliosis in the UK Biobank
Naturemarkets

Deep learning-based precision phenotyping of spine curvature identifies novel genetic risk loci for scoliosis in the UK Biobank

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1TQnhPVjQ2azJ0cWsxSXF4cy1RWEtWVW00elhLOXFKVnBOeW53LTRnNFVlR0dEaEZuQ09fSEhUZW1XSlg1Q2Q5dmNRbXpjcFU3TmRYRUxOeDlnZ0VzVXFz?oc=5" target="_blank">Deep learning-based precision phenotyping of spine curvature identifies novel genetic risk loci for scoliosis in the UK Biobank</a>  <font color="#6f6f6f">Nature</font>

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Alzheimer’s disease prediction using deep learning and XAI based interpretable feature selection from blood gene expression data
Naturetech

Alzheimer’s disease prediction using deep learning and XAI based interpretable feature selection from blood gene expression data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1JcUlzYmQ5V2g3SVYydGREN3RaZWJXOVBmM09IalpPUFFVTjNQekZkTFRhQ1pvMk11N2ZTVmFGc09IYVNiTXJsdlZwcVlqeDRUVG55REZJQ08xWmxEWWFB?oc=5" target="_blank">Alzheimer’s disease prediction using deep learning and XAI based interpretable feature selection from blood gene expression data</a>  <font color="#6f6f6f">Nature</font>

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Genetic Insights into Head-to-Body Ratios Via Deep Learning-Based Image Segmentation and Implications for Common Diseases
Naturegeneral

Genetic Insights into Head-to-Body Ratios Via Deep Learning-Based Image Segmentation and Implications for Common Diseases

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBjd0I2NjdwZGFNZjVRRV9ZblZYTVJkanVONkNTRmNtdHZoTnhzZmp6VmducGF0VWhadExUX3kyYzhGZVVLN0ttNUw1Y3pETTY5UFE2QXFlTHUwTVhSQ2Q0?oc=5" target="_blank">Genetic Insights into Head-to-Body Ratios Via Deep Learning-Based Image Segmentation and Implications for Common Diseases</a>  <font color="#6f6f6f">Nature</font>

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Novel explainable deep learning based drug sensitivity prediction for early treatment of breast cancer
Naturetech

Novel explainable deep learning based drug sensitivity prediction for early treatment of breast cancer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE56TXJHd3JYb1lXYWZsVzJ4YURHSWFrV05VSzJMTHE2N3hWN0Q2bkxTc2t0SlZkeUpxTC15eHh5SkNfQnNRTnJ2dkV3VXpISGNvWU5Ebm9JREd0bmZDOFBR?oc=5" target="_blank">Novel explainable deep learning based drug sensitivity prediction for early treatment of breast cancer</a>  <font color="#6f6f6f">Nature</font>

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Pan-cancer gene set discovery via scRNA-seq for optimal deep learning based downstream tasks
Naturegeneral

Pan-cancer gene set discovery via scRNA-seq for optimal deep learning based downstream tasks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5OU0FSckVadnR2M3NRbEZ6cjdqcFdwQi1adGNXaGZESXVFaXhZc2l5Q3ZoY1BpX2NFWTJGVERtSkk0MlE2bDlyUTMtMEhSc2c3MHJvNG12LUJMMUFNczlv?oc=5" target="_blank">Pan-cancer gene set discovery via scRNA-seq for optimal deep learning based downstream tasks</a>  <font color="#6f6f6f">Nature</font>

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A deep learning-based multiscale integration of spatial omics with tumor morphology
Naturegeneral

A deep learning-based multiscale integration of spatial omics with tumor morphology

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE84cWttQVV2aG9WYWV3dGhPTmRMYV9FSm1YaFlUMVRjTTkxQ0NZU2FmcVdjaE01MS1qOEI2QnhRbXFXZEhJcWNubUUxb3lndXAxNngtbGkyZHFPWlZ5NnNF?oc=5" target="_blank">A deep learning-based multiscale integration of spatial omics with tumor morphology</a>  <font color="#6f6f6f">Nature</font>

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Deep learning-based gene selection in comprehensive gene analysis in pancreatic cancer
Naturepolitics

Deep learning-based gene selection in comprehensive gene analysis in pancreatic cancer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5uR1VicGhYbVNfaXVTNHA4NHJ6LWtZazNOaFB0b1Q2WHpfZDdxM0JDcU5SR0FLdzNTWXVidEp1c2RDNXdEcjNDcXBEcWxUUDc2RDczWUN2SEI5RzVVRTNn?oc=5" target="_blank">Deep learning-based gene selection in comprehensive gene analysis in pancreatic cancer</a>  <font color="#6f6f6f">Nature</font>

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

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

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1QTW5kYWhQWlFMUGRleV9IY2h1WmtfUmgyZ0RWQWsySEVtQllaWWVsUGZIMnYyT0xORGxNQ2I0a01FYTdsMER5WXMySklERlhYakJSbmFHV2JYLUN4cXpF?oc=5" target="_blank">Performance of deep-learning-based approaches to improve polygenic scores</a>  <font color="#6f6f6f">Nature</font>

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Deep learning-based high-resolution time inference for deciphering dynamic gene regulation from fixed embryos
Naturegeneral

Deep learning-based high-resolution time inference for deciphering dynamic gene regulation from fixed embryos

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBCTVNPX0VRV25rRVJES0dZbHhNV0FyRnBzSUFEQS1ycG9JcmRFUTc1eTJ4NWJsenpSTUtsLTdNem9UZ201Zzk1RjdQZUc1Z202dGt6OUVJOF9uNFM4RG5V?oc=5" target="_blank">Deep learning-based high-resolution time inference for deciphering dynamic gene regulation from fixed embryos</a>  <font color="#6f6f6f">Nature</font>

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Helixer: ab initio prediction of primary eukaryotic gene models combining deep learning and a hidden Markov model
Naturegeneral

Helixer: ab initio prediction of primary eukaryotic gene models combining deep learning and a hidden Markov model

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBDeWF5ekhKM2xmTk9oSE1GUzdHWmVfS2hMMzYtN1ZDeUlpSEUzQzFFUG1BczdtV0JzcnBwMlZSNko1aXg4M2xMV1BkVkVsWTVLeTVOQWF2RXJmWktJQ1M0?oc=5" target="_blank">Helixer: ab initio prediction of primary eukaryotic gene models combining deep learning and a hidden Markov model</a>  <font color="#6f6f6f">Nature</font>

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Robust evaluation of deep learning-based representation methods for survival and gene essentiality prediction on bulk RNA-seq data
Naturegeneral

Robust evaluation of deep learning-based representation methods for survival and gene essentiality prediction on bulk RNA-seq data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1zZUNBRVlmMzNXb2s4UXNjTDAzeVg4ZFZoQjN0MUo5NERaUVRRb3U2Z29scWI3MHhZZXVsRDQ2YmlDdzR0R0xfRUE4dHh5cHNlclBMSFVkVmlOek9UTG04?oc=5" target="_blank">Robust evaluation of deep learning-based representation methods for survival and gene essentiality prediction on bulk RNA-seq data</a>  <font color="#6f6f6f">Nature</font>

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Machine learning-based predictive models and subtypes patterns in peripheral blood of schizophrenia based on a machine learning computational framework
Naturegeneral

Machine learning-based predictive models and subtypes patterns in peripheral blood of schizophrenia based on a machine learning computational framework

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE11dHYyN0ZNWm51NnMyaE9XaUhnc1ZScmdmdXBWXzNoM2lodmZCVUlYNUQ1QTVhSTZUdGtWQ3FRSmNvaGV4Q1NhdkR2UjREaFVkc1VuM21YT3RBMEIweUxR?oc=5" target="_blank">Machine learning-based predictive models and subtypes patterns in peripheral blood of schizophrenia based on a machine learning computational framework</a>  <font color="#6f6f6f">Nature</font>

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Meta-analysis, WGCNA, and machine learning converge on a four-gene biomarker panel for heat stress tolerance in Solanum lycopersicum
Naturegeneral

Meta-analysis, WGCNA, and machine learning converge on a four-gene biomarker panel for heat stress tolerance in Solanum lycopersicum

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE05U2VtLS1TOXVPLWFOM0hzMDdsNmhpUUxYQklKT3hMTGtMUVkzb3dOUGhSdC1JMEluYnhOcW5QcHZlNWRGdi1Oc3FoV1pUVUdtNXlaME9vN1RIXzFSeUtZ?oc=5" target="_blank">Meta-analysis, WGCNA, and machine learning converge on a four-gene biomarker panel for heat stress tolerance in Solanum lycopersicum</a>  <font color="#6f6f6f">Nature</font>

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Deep learning based phenotyping of medical images improves power for gene discovery of complex disease
Naturegeneral

Deep learning based phenotyping of medical images improves power for gene discovery of complex disease

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBTNXhjdG1meS1rUFUyOXdnSXQ4bEFKb2h4QjlxX2ZkbEZQUTJNcnlTQnlaUE96UUU0ZHJoMkZwR1Q5bU14RnY2RGNpdEQyY1Rjci03amZTQ19PUVN0R19R?oc=5" target="_blank">Deep learning based phenotyping of medical images improves power for gene discovery of complex disease</a>  <font color="#6f6f6f">Nature</font>

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Application of machine learning-based exosome-related gene profiles in precision diagnosis and treatment of osteoarthritis
Naturegeneral

Application of machine learning-based exosome-related gene profiles in precision diagnosis and treatment of osteoarthritis

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5vUmRmdTZLVUhXbTg5MktKTGdYZThsa0ZJVmdsR2tvYVVsdHVaLUFIQmJKVnZRV250bXp5YjZBX3VxUUFJMGpNUm5WWGhRTjJtSWdOUURpcWpMalJyN184?oc=5" target="_blank">Application of machine learning-based exosome-related gene profiles in precision diagnosis and treatment of osteoarthritis</a>  <font color="#6f6f6f">Nature</font>

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"Deep-learning-based gene" — Live Google News Trends & Headlines