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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Interpretable multi-model" (30 stories)

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Interpretable graph-based models on multimodal biomedical data integration: a technical review and benchmarking
Lead StoryNaturetech
Jun 16

Interpretable graph-based models on multimodal biomedical data integration: a technical review and benchmarking

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBBQndJVGlNakdHOGE5SnFXY2xXZUVNZExOdWxuS3dOelZNSGd0cTFlXzh4anc1THlmWjlNTGNHc0ZrQ1RzZFVUTGxWNHpmY0ZjWDgtd04zQVljZlFQdHJZ?oc=5" target="_blank">Interpretable graph-based models on multimodal biomedical data integration: a technical review and benchmarking</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Interpretable multi-model"

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29 stories displayed
Interpretable multimodal reasoning for robo-advisory: the FinErva framework
Frontiersgeneral

Interpretable multimodal reasoning for robo-advisory: the FinErva framework

<a href="https://news.google.com/rss/articles/CBMiogFBVV95cUxPcENrWi1EVVB5bjl6ZkEwYkp1clNBT1NoaGhQamhaX2xfcmtfM0drWFdtSkZxakZyU0VXRzU2S283Ui1SSTNtQmRWU1RwTzU5ZkJMUlhtaVRpQ1daSUhHSm5lOHJiOTVSZm45eTVORnY0dTEySUdNNWRnOUYyOWJmcjc4VHNrUWdpM1MyRjVpSXRWMlY2NkJ4SzlaUUtSekJJN0E?oc=5" target="_blank">Interpretable multimodal reasoning for robo-advisory: the FinErva framework</a>  <font color="#6f6f6f">Frontiers</font>

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Interpretable multimodal artificial intelligence model for predicting advanced neoplasia in pancreatic cystic lesions
Baishideng Publishing Groupgeneral

Interpretable multimodal artificial intelligence model for predicting advanced neoplasia in pancreatic cystic lesions

<a href="https://news.google.com/rss/articles/CBMiakFVX3lxTE92THltd2FGd202dWZjcW5mSk5kSWM2VWw5UmpJRjQ2QnVuel9KWlBpNHhHNExaMkJtdl81cFo3dkhLWVh2N3JRY3BTZ1dyUHBUeVhlR0xaYWZEZXczMXI0bG1scDBVWTRLdkE?oc=5" target="_blank">Interpretable multimodal artificial intelligence model for predicting advanced neoplasia in pancreatic cystic lesions</a>  <font color="#6f6f6f">Baishideng Publishing Group</font>

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Interpretable multi-model deep learning framework for automated four-class diagnosis of ocular toxoplasmosis using fundus imaging
Natureworld

Interpretable multi-model deep learning framework for automated four-class diagnosis of ocular toxoplasmosis using fundus imaging

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFB2Z0lRNXVKWm4wZ0M1a1lzR0NXVEVSZG11anhiSTlKWklZamJyYWJ6a1R2eHRRb3RNWE5Td20wV3dsbV82d0NGSElzYzFsT083SG9MYXJoNUVfZ3ZDbFAw?oc=5" target="_blank">Interpretable multi-model deep learning framework for automated four-class diagnosis of ocular toxoplasmosis using fundus imaging</a>  <font color="#6f6f6f">Nature</font>

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CLinNET: An Interpretable and Uncertainty-Aware Deep Learning Framework for Multi-Modal Clinical Genomics
Wiley & Sonstech

CLinNET: An Interpretable and Uncertainty-Aware Deep Learning Framework for Multi-Modal Clinical Genomics

<a href="https://news.google.com/rss/articles/CBMidkFVX3lxTE85QVpQbjFEd05BTWxaNDlXaFFvUUEzLTdISWlMTFBMWVBraGZOVHg1a0xzQTRQRkxEOEdKX3h5TWdMSlIyazN1WlNYSWZjSm5FNE1wWGZ4QlM1MEJkeUs2Q0Y5dVNCb1l0LVRsUWJwdlVOVERtVVE?oc=5" target="_blank">CLinNET: An Interpretable and Uncertainty-Aware Deep Learning Framework for Multi-Modal Clinical Genomics</a>  <font color="#6f6f6f">Wiley & Sons</font>

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Angiography-free diagnosis of retinal diseases via interpretable multi-modal learning
Naturegeneral

Angiography-free diagnosis of retinal diseases via interpretable multi-modal learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9MQjBHTlNlTUZOVE1jY0E3dXYxUzB5RXhwbFpISnBfNk1Kc3IwRk9aY25rWHNZVS1neXlBVjZrb1ZpbmpBM05lMFcyZ29fV0tfTDFMekY4TmdwNzJ6VDdV?oc=5" target="_blank">Angiography-free diagnosis of retinal diseases via interpretable multi-modal learning</a>  <font color="#6f6f6f">Nature</font>

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Interpretable machine learning framework for urban flood susceptibility assessment: a multi-model comparison with spatial heterogeneity analysis in Yancheng
Naturegeneral

Interpretable machine learning framework for urban flood susceptibility assessment: a multi-model comparison with spatial heterogeneity analysis in Yancheng

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE8ybTNMc3ZwNkY2NEZ5X1RPWlFZc0dTMjBiS015bjc2dDFVNUllc2hqajZQMmRnT2o2SThaQkUwS1htV24yejJiTGk2cTFTdllXN3hTVGhLYWpialBoWURB?oc=5" target="_blank">Interpretable machine learning framework for urban flood susceptibility assessment: a multi-model comparison with spatial heterogeneity analysis in Yancheng</a>  <font color="#6f6f6f">Nature</font>

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A multimodal explainable artificial intelligence framework for interpretable Parkinson’s disease prediction
Naturetech

A multimodal explainable artificial intelligence framework for interpretable Parkinson’s disease prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9aTDZpTWVLbWZXMldZRFpWQ215WDdvTzZ2dzVWTFllNzVMTUNTWUpFWWdfWFIweEJUZi1ySkU2eERyMHNmZ1lJWkR3ekxuejc3NEk3ZXBYdlBaR0JHWnRj?oc=5" target="_blank">A multimodal explainable artificial intelligence framework for interpretable Parkinson’s disease prediction</a>  <font color="#6f6f6f">Nature</font>

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Explainable machine learning-driven identification of heart failure biomarkers: a multi-model feature selection approach with SHAP-based interpretability
Naturetech

Explainable machine learning-driven identification of heart failure biomarkers: a multi-model feature selection approach with SHAP-based interpretability

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9WdmpWeW0tNEtvVDBuMEtlQmQxbVQ5S2NzazVobkxab0RMZzlESFJONTgwWm5ta01lMlBPN2dfTHVDeWZ6S2pZTXJJc1lNV2Y5RS1neVNTTzNoa09jNnZR?oc=5" target="_blank">Explainable machine learning-driven identification of heart failure biomarkers: a multi-model feature selection approach with SHAP-based interpretability</a>  <font color="#6f6f6f">Nature</font>

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A compact and interpretable multi-source framework for heterogeneous medical image classification
Naturegeneral

A compact and interpretable multi-source framework for heterogeneous medical image classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE4xcGZqbGlfVnJUeWh0SkhOOEFsYjZhOVFYaHdiN0xBRmxtOExHb0VfNXdaUWw2S08yQ3RQTFEyZVJFWUI4RWJMcVlyaS1UNmFRd05fVUNLNEZTd0gxYkkw?oc=5" target="_blank">A compact and interpretable multi-source framework for heterogeneous medical image classification</a>  <font color="#6f6f6f">Nature</font>

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A multimodal interpretable deep learning-radiomics framework for predicting lymph node metastasis following neoadjuvant chemoradiotherapy in locally advanced rectal cancer: a multicenter validation study
Naturegeneral

A multimodal interpretable deep learning-radiomics framework for predicting lymph node metastasis following neoadjuvant chemoradiotherapy in locally advanced rectal cancer: a multicenter validation study

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE81QzJJZVpUalNqT2pHaHd2ZEZ4Zzh4QzZXclVONjBHTDZETlJSN25lbS1HbmFQOVh0QW5lVGJSaXI4OWllYnVGMTE3OGlIQkViQXF6UnViekFHTkNZaHlZ?oc=5" target="_blank">A multimodal interpretable deep learning-radiomics framework for predicting lymph node metastasis following neoadjuvant chemoradiotherapy in locally advanced rectal cancer: a multicenter validation study</a>  <font color="#6f6f6f">Nature</font>

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PRISM: a clinically interpretable stepwise framework for multimodal skin cancer diagnosis
Naturegeneral

PRISM: a clinically interpretable stepwise framework for multimodal skin cancer diagnosis

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5CRTB4eWRfclFtbVByVkxTN2xJOG5jVlNoeWROQTdNejRsbk5Lb2picWNGUk9KU0M1dmotOHlkdDNRSHJuTV9NdHhxcEJIOURHdEdZSGhxTGlWYnpwR19B?oc=5" target="_blank">PRISM: a clinically interpretable stepwise framework for multimodal skin cancer diagnosis</a>  <font color="#6f6f6f">Nature</font>

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Multimodal interpretable deep learning for transcriptome-informed precision oncology and drug mechanism analysis
Naturegeneral

Multimodal interpretable deep learning for transcriptome-informed precision oncology and drug mechanism analysis

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE0zQ1BYYU44Y2RfcHBDWWFTR21mTm1HTXg1cTVadjNfTHhzZTU5MzJNWmhPblpVTm9sQUFZTklmZFJBSU5rX0d1cTM0MG1fWE5zT0liVUpVbVoyR3dmZG1v?oc=5" target="_blank">Multimodal interpretable deep learning for transcriptome-informed precision oncology and drug mechanism analysis</a>  <font color="#6f6f6f">Nature</font>

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The interpretable multimodal dimension reduction framework SpaHDmap enhances resolution in spatial transcriptomics
Naturegeneral

The interpretable multimodal dimension reduction framework SpaHDmap enhances resolution in spatial transcriptomics

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBMSXpQSGdSZFA4TEM4QTNfQ29rLVVDdHlldnRPVmlDYWNpSWdIbk1VQW9aWldPaUs0QW02WDZRdjZRSVl0MktGSkZJaGNpaFpBNlFzdTlDbHhtVEFOMjhF?oc=5" target="_blank">The interpretable multimodal dimension reduction framework SpaHDmap enhances resolution in spatial transcriptomics</a>  <font color="#6f6f6f">Nature</font>

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Interpretable multimodal deep learning improves postoperative risk stratification in intrahepatic cholangiocarcinoma in multicentre cohorts
Naturegeneral

Interpretable multimodal deep learning improves postoperative risk stratification in intrahepatic cholangiocarcinoma in multicentre cohorts

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE80TUpiOVpvN19mVXhyMG1ldG1BQ3lnN2R3eW41VFFIR0lIakpBZkZGZGxTeWEtMWZvYTJHMFNEYTZSUkptWFNrd3pheEE1cm1Jb3ZIYWhobHR1SjFwRXln?oc=5" target="_blank">Interpretable multimodal deep learning improves postoperative risk stratification in intrahepatic cholangiocarcinoma in multicentre cohorts</a>  <font color="#6f6f6f">Nature</font>

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FA-DeepMSM: a few-shot adapted interpretable multimodal survival model for improved prognostic prediction in glioblastoma
Naturegeneral

FA-DeepMSM: a few-shot adapted interpretable multimodal survival model for improved prognostic prediction in glioblastoma

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE12cWFUb2YyVWNvVll6UVp6SzV0NzlET1dwcmY5WVNGVU0tS0FJenRNamw2VllxRXEtTlZISTZXalF0OGpsV2JiUk5oTE5TMHUyU0dnbHI5SGhWVXRRTnRr?oc=5" target="_blank">FA-DeepMSM: a few-shot adapted interpretable multimodal survival model for improved prognostic prediction in glioblastoma</a>  <font color="#6f6f6f">Nature</font>

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Interpretable multiple instance learning for hematologic diagnosis from peripheral blood smears
Naturegeneral

Interpretable multiple instance learning for hematologic diagnosis from peripheral blood smears

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBuWjNaUWk4RVpSUmhCNkd2YXRDc2F4QVBHOUJ2blQwbktLcXc3WXVmUXBobXZuZERnZUtIYktTbDJzdFVXTW95N1FFYTN3c0N1d2lkQU40TkVydlRDMExj?oc=5" target="_blank">Interpretable multiple instance learning for hematologic diagnosis from peripheral blood smears</a>  <font color="#6f6f6f">Nature</font>

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Interpretable multimodal zero shot ECG diagnosis via structured clinical knowledge alignment
Naturegeneral

Interpretable multimodal zero shot ECG diagnosis via structured clinical knowledge alignment

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5kd0NIRTlXeFVSOVpnTTkxMlhDNnZaOWhuS3N2NFMwVzFkdjVneDdpZGd2RDhTQWdFX1NOdVo1S3JERnU2UnNSRUo4ZGQzQ3dDZ2xnR1hrTzBjWmNjOHZr?oc=5" target="_blank">Interpretable multimodal zero shot ECG diagnosis via structured clinical knowledge alignment</a>  <font color="#6f6f6f">Nature</font>

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emissions using multi modal engine telemetry and feature interpretability
Naturegeneral

emissions using multi modal engine telemetry and feature interpretability

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1acEs2aDl6NVcydUNsUFV3djVDcFRKVk9iR2dsYlE5R09ocExsSFVNNnRZa21IMzEzT1BTdnEwQkEyQnZkeUdjd1hJY25qa2tsZG83Ym54cjNvV2ZEYzRR?oc=5" target="_blank">emissions using multi modal engine telemetry and feature interpretability</a>  <font color="#6f6f6f">Nature</font>

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Regime-adaptive partial differential equations for interpretable multi-ethnic urban modeling
Naturegeneral

Regime-adaptive partial differential equations for interpretable multi-ethnic urban modeling

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9pTUdMbFFMUWZ0TExrRmhqbV9GWnBPUEJ2cUpQNG1PTTZ0UGpOc2Q5Z2tUX2hmenhOVGhYQ0k0bHpaNThQRkhvZzBDVVhCX01UUUsxSlh3NTQzc0ljMlhn?oc=5" target="_blank">Regime-adaptive partial differential equations for interpretable multi-ethnic urban modeling</a>  <font color="#6f6f6f">Nature</font>

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A Representation Fusion Framework for Decoupling Diagnostic Information in Multimodal Learning
Naturegeneral

A Representation Fusion Framework for Decoupling Diagnostic Information in Multimodal Learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBqLUpqcTU4NS00Q25scnJsTFlkN3MxOXpmb3lHcW1wQkVwbW53UzU3MTZaMFpENjBlX2V0Rk1DR3lVcDNIVnk4RDlHUmdDaTRZYjNSMlNrVXdwOUVYZTFV?oc=5" target="_blank">A Representation Fusion Framework for Decoupling Diagnostic Information in Multimodal Learning</a>  <font color="#6f6f6f">Nature</font>

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CASSIA: a multi-agent large language model for automated and interpretable cell annotation
Naturegeneral

CASSIA: a multi-agent large language model for automated and interpretable cell annotation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9Yc1lZdWRsQU5kNEJpcEt1U1RWbWtzTVhjd290ZFVYOGxjZi11MEliamNwUVRTcmFGTWNhVFFvb2RvN09MZkJpSlBEUEdFdTk4SXBCQXpud1pMM19hZGZB?oc=5" target="_blank">CASSIA: a multi-agent large language model for automated and interpretable cell annotation</a>  <font color="#6f6f6f">Nature</font>

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Compact vision language models enable efficient and interpretable optical coherence tomography through layer-specific multimodal learning
Naturegeneral

Compact vision language models enable efficient and interpretable optical coherence tomography through layer-specific multimodal learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9wLTBQVERqdDZobzEwMHJGemt5MUZwMXY1cHpYUkRVeGtsTWk0XzdzOWJTdEZmSXpmZ2kzZW1lX0R1Q282NmEycVpndUFNZkpCZDIxWkJQSXVjSnF4Snlv?oc=5" target="_blank">Compact vision language models enable efficient and interpretable optical coherence tomography through layer-specific multimodal learning</a>  <font color="#6f6f6f">Nature</font>

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Multimodal prototypical network for interpretable sentiment classification
Naturegeneral

Multimodal prototypical network for interpretable sentiment classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1NSFJzdlpYYm9qZ1RzZnVteHh5RS02azI2NXZ4czNlN2RkWEZjbjdId1ZaXzA4LXduWGVZTFVkSTV6TE1idkRuajR4dldteUlWTjBsMFgtNDc2ZTRuZW5r?oc=5" target="_blank">Multimodal prototypical network for interpretable sentiment classification</a>  <font color="#6f6f6f">Nature</font>

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Atomic-level interpretable multimodal graph neural network for predicting carbon dioxide adsorption in metal-organic frameworks
Naturegeneral

Atomic-level interpretable multimodal graph neural network for predicting carbon dioxide adsorption in metal-organic frameworks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5NdEJCcHozalBjM29PY0IxVDZPUlBYVEttVm43SW1UWllpTGJvT0ZZcjJvMTNTRFZtYmU5Qm5DQjdCVHc0S1RDU2pTeVlab1hXQnNqcHJ3UHZURFRybEJ3?oc=5" target="_blank">Atomic-level interpretable multimodal graph neural network for predicting carbon dioxide adsorption in metal-organic frameworks</a>  <font color="#6f6f6f">Nature</font>

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Cooperative multi-view integration with a scalable and interpretable model explainer
Naturetech

Cooperative multi-view integration with a scalable and interpretable model explainer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE0zS283UElGcVZENHpoLVg3WjJXMmg3ZmZQVG1tbGMycTJKT3IzOTdGakxuN2ZjYXRSYUFSREpqR0NhRkhCVkhISFNkZmtxWEFEdWYtbFRDdnFIV3gxUWFz?oc=5" target="_blank">Cooperative multi-view integration with a scalable and interpretable model explainer</a>  <font color="#6f6f6f">Nature</font>

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Interpretable deep multimodal-based tomato disease diagnosis and severity estimation
Naturegeneral

Interpretable deep multimodal-based tomato disease diagnosis and severity estimation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5iTVpBVWtfY1M5ZGV4eXhxamhOVU1BMXQ0OFZhb2VUYVZ5MVpkSGY2cTVCVGFfNmdDYm42aDhfdm5NcUV3X3F5V0pybVY5eFYxRm1iYzJVNEFoaTJJbnNR?oc=5" target="_blank">Interpretable deep multimodal-based tomato disease diagnosis and severity estimation</a>  <font color="#6f6f6f">Nature</font>

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Interpretable multimodal machine learning (IMML) framework reveals pathological signatures of distal sensorimotor polyneuropathy
Naturegeneral

Interpretable multimodal machine learning (IMML) framework reveals pathological signatures of distal sensorimotor polyneuropathy

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5Pbm01T3lBeW4tUXByOGhxcUZpT1pwTXRUZGVrcEpfVzdkbFhidGEwTzZCXzZ1alZtRldLQjZVNkw4Qk9GSlFiNzB5MHBqTy15VGYwSHNacHItTGtSS040?oc=5" target="_blank">Interpretable multimodal machine learning (IMML) framework reveals pathological signatures of distal sensorimotor polyneuropathy</a>  <font color="#6f6f6f">Nature</font>

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Towards explainable language reasoning via multi-modal knowledge graphs
Naturetech

Towards explainable language reasoning via multi-modal knowledge graphs

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE0wX0Ewb0UtWUVGQXVhS001aU5hdGRUU0tFWHdJQV9ZdFdkc2N5RWRySUxhMWVmTW5YbnphaW5qdDE3WmRadWRhWXVNZTZ6enNCOGZvV05SVWlJako4UjBZ?oc=5" target="_blank">Towards explainable language reasoning via multi-modal knowledge graphs</a>  <font color="#6f6f6f">Nature</font>

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Multicenter validation of a scalable, interpretable, multitask prediction model for multiple clinical outcomes
Naturegeneral

Multicenter validation of a scalable, interpretable, multitask prediction model for multiple clinical outcomes

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBxczFkeDl6WUZOam1JZTVNWm82Z1VEd0x3Q3dFeW52XzVkcWxuNjQzZWJNTjlIcTNhMmFBa0N3ZHhQcVlkMWpHR3hxNm5SakNOa3EzdVo4SWpwOEUyTWVz?oc=5" target="_blank">Multicenter validation of a scalable, interpretable, multitask prediction model for multiple clinical outcomes</a>  <font color="#6f6f6f">Nature</font>

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