Sci Data February 2023 PMID 36732524

Building a knowledge graph to enable precision medicine.

Payal Chandak, Kexin Huang, Marinka Zitnik

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Mentions

103

Peak: 25 in Mar 2024

across 2 sources since Mar 2023

Extended reach

5,106,479

potential audience

Total likes

146

Video views

434

Mentions per month

Mar 2023 – Aug 2025

Where it's discussed

X / Twitter100 posts
YouTube3 videos

AI synopsis

What people are saying

Many discussions highlight the integration of advanced technology and healthcare, using engaging phrases such as 'game changer' and 'must consider' to stress the importance of PrimeKG. The use of hashtags like #AI and #HealthTech further demonstrates the excitement and relevance of the article's topic, while the tagging of influential figures in the healthcare and tech communities suggests a push for broader conversation and collaboration.

AgreementModerate agreement

Most discussions reflect a positive stance towards the publication's concepts, indicating general support.

InterestHigh interest

Participants express strong enthusiasm around the integration of AI and healthcare, showing a high level of curiosity.

EngagementModerate engagement

While some posts are more promotional, others delve into exploring the implications of the knowledge graph in the medical field.

ImpactHigh impact

Overall, there's a belief that this knowledge graph could significantly affect precision medicine, with an emphasis on its transformative potential.

Abstract in brief

This text introduces PrimeKG, a multimodal knowledge graph designed to enhance precision medicine by connecting disease biology with diagnostic and treatment strategies.
PrimeKG integrates information from 20 high-quality resources, covering 17,080 diseases and 4,050,249 relationships across various biological scales, including proteins, pathways, and off-label drug uses.
The graph's structure is enriched with clinical guideline descriptions for better analysis and is designed for continuous updates as new data emerges.

Read the full abstract

All mentions

Understanding Knowledge Graphs for Precision Medicine and Data Science

This video introduces the concept of graphs and their application in problem-solving, like the Bridges of Königsberg. It discusses the PrimeKG knowledge graph, which enhances precision medicine by linking disease…

André Santanchè · Aug 19, 2025 173 views

Models and Tables in Health Data Analysis for Precision Medicine

This video covers the importance of models and their role in data analysis. It discusses conceptual, logical, and physical models, with a focus on their application in health data. Explore the PrimeKG knowledge graph…

André Santanchè · Aug 15, 2025 132 views

Enhancing Precision Medicine with PrimeKG Knowledge Graph

This video introduces PrimeKG, a multimodal knowledge graph designed to enhance precision medicine. By connecting disease biology with diagnostic and treatment strategies, PrimeKG integrates data from 20 high-quality…

STEM RTCL TV · May 24, 2023 129 views

Daniel Alfaro Rojas

@alfaro_daniel · X

Exploring PrimeKG — A Knowledge Graph for Medicine & Healthcare This article will take a glance at the paper “Building a knowledge graph to enable precision medicine”, load the graph data and visualize it, using Neo4j Desktop — A Graph Database https://t.co/Dn5vqCzsO1

Aug 4, 2024 · 187 followers View post →

Renaissance

@alternative200 · X

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ipfconline

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itezme

@etezme · X

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IoT Channel 66

@66Iot · X

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@DeepLearn007 · X

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Imagineer Wayne

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Mar 16, 2024 · 24 shares · 259 followers View post →

Harold Sinnott

@HaroldSinnott · X

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Mar 16, 2024 · 24 shares · 114,704 followers View post →

Spiros Margaris

@SpirosMargaris · X

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Mar 16, 2024 · 24 shares · 132,419 followers View post →

Ankush Singal

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Bebert EL Cavalos

@ELCavalos · X

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Rosy

@RosyCoaching · X

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9SManagement

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FAzur

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Strategy & Digital

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Manoj Mayogi Mishra

@mayogisense · X

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Mar 15, 2024 · 24 shares · 572 followers View post →

Pinna Pierre

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RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QjSWfVupKq v/ @nature #AI #HealthTech #MachineLearn…

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Eng Abdullah Alzakary

@abdullahalzakry · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QjSWfVupKq v/ @nature #AI #HealthTech #MachineLearn…

Mar 15, 2024 · 24 shares · 1,222 followers View post →

Fernanda K O Palermo

@FernandaKellner · X

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Mar 15, 2024 · 24 shares · 7,168 followers View post →

Alexo

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Brian Ahier

@ahier · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QjSWfVupKq v/ @nature #AI #HealthTech #MachineLearn…

Mar 15, 2024 · 24 shares · 53,135 followers View post →

Greg Valancius

@gvalan · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QjSWfVupKq v/ @nature #AI #HealthTech #MachineLearn…

Mar 15, 2024 · 24 shares · 93,603 followers View post →

Nicolas Babin

@Nicochan33 · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QjSWfVupKq v/ @nature #AI #HealthTech #MachineLearn…

Mar 15, 2024 · 24 shares · 117,354 followers View post →

Timo Vitikainen

@timo_vi · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QjSWfVupKq v/ @nature #AI #HealthTech #MachineLearn…

Mar 15, 2024 · 24 shares · 2,093 followers View post →

Jean-Baptiste Lefevre

@jblefevre60 · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QjSWfVupKq v/ @nature #AI #HealthTech #MachineLearn…

Mar 15, 2024 · 24 shares · 94,312 followers View post →

ipfconline

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Mar 15, 2024 · 34 likes · 24 shares · 139,669 followers View post →

Mixed Intelligence

@MixIntelligence · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Feb 19, 2024 · 26 shares · 37,371 followers View post →

Fati Sule

@sulefati7 · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Feb 18, 2024 · 26 shares · 3,862 followers View post →

Bebert EL Cavalos

@ELCavalos · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Feb 18, 2024 · 26 shares · 21,603 followers View post →

Pinna Pierre

@pierrepinna · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Feb 17, 2024 · 26 shares · 60,024 followers View post →

FAzur

@AzurFlorian · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Feb 8, 2024 · 26 shares · 7,434 followers View post →

nomoreslaves

@nomoreslaves · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Jan 23, 2024 · 26 shares · 17,800 followers View post →

ipfconline

@ipfconline1 · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Jan 18, 2024 · 26 shares · 139,669 followers View post →

IoT Channel 66

@66Iot · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Jan 18, 2024 · 26 shares · 38,173 followers View post →

Pinna Pierre

@pierrepinna · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Jan 18, 2024 · 26 shares · 60,024 followers View post →

luis hernan graffe

@hernangraffe · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Jan 18, 2024 · 26 shares · 3,123 followers View post →

Brian Ahier

@ahier · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Jan 17, 2024 · 26 shares · 53,135 followers View post →

Timo Vitikainen

@timo_vi · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Jan 17, 2024 · 26 shares · 2,093 followers View post →

Dhanaprabhu M K

@techdhmk · X

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Jan 17, 2024 · 26 shares · 119 followers View post →

Sen. Sally Eaves

@sallyeaves · X

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Jan 17, 2024 · 26 shares · 137,984 followers View post →

@DeepLearn007 · X

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Jan 17, 2024 · 26 shares · 136,608 followers View post →

Bebert EL Cavalos

@ELCavalos · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Jan 17, 2024 · 26 shares · 21,603 followers View post →

Nicolas Babin

@Nicochan33 · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Jan 17, 2024 · 26 shares · 117,354 followers View post →

Rosy

@RosyCoaching · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Jan 17, 2024 · 26 shares · 32,774 followers View post →

Sanrixa

@SanrixaTech · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Jan 17, 2024 · 26 shares · 60 followers View post →

Spiros Margaris

@SpirosMargaris · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Jan 17, 2024 · 26 shares · 132,419 followers View post →

Healthcare

@HealthcareLdr · X

Building a knowledge graph to enable precision medicine https://t.co/IpHV88moh7 @nature v/ @ipfconline1 #AI #HealthTech #MachineLearning #DigitalHealth #MedX #HIMSS24 #precisionmedicine https://t.co/4UgDF8rC7f

Jan 16, 2024 · 21,386 followers View post →

Harold Sinnott

@HaroldSinnott · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Jan 16, 2024 · 26 shares · 114,704 followers View post →

FAzur

@AzurFlorian · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Jan 16, 2024 · 26 shares · 7,434 followers View post →

Manoj Mayogi Mishra

@mayogisense · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Jan 16, 2024 · 26 shares · 572 followers View post →

Jean-Baptiste Lefevre

@jblefevre60 · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/QqMdIRho1l v/ @nature #AI #HealthTech #MachineLearn…

Jan 16, 2024 · 26 shares · 94,312 followers View post →

ipfconline

@ipfconline1 · X

Jan 16, 2024 · 33 likes · 26 shares · 139,669 followers View post →

Dennis Lal

@LalDennis · X

21. Building a knowledge graph to enable precision medicine https://t.co/o4zGtEFI05

Dec 28, 2023 · 3,304 followers View post →

Data Science Dojo

@DataScienceDojo · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Oct 3, 2023 · 14 shares · 217,336 followers View post →

Harold Sinnott

@HaroldSinnott · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Oct 2, 2023 · 14 shares · 114,704 followers View post →

Mixed Intelligence

@MixIntelligence · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Sep 25, 2023 · 14 shares · 37,371 followers View post →

Rosy

@RosyCoaching · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Sep 25, 2023 · 14 shares · 32,774 followers View post →

Pinna Pierre

@pierrepinna · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Sep 25, 2023 · 14 shares · 60,024 followers View post →

FAzur

@AzurFlorian · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Sep 25, 2023 · 14 shares · 7,434 followers View post →

Jemmy Wongkar Suawa

@WinstonJim · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Sep 24, 2023 · 14 shares · 259 followers View post →

Fati Sule

@sulefati7 · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Sep 24, 2023 · 14 shares · 3,862 followers View post →

Jean-Baptiste Lefevre

@jblefevre60 · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Sep 24, 2023 · 14 shares · 94,312 followers View post →

Bebert EL Cavalos

@ELCavalos · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Sep 24, 2023 · 14 shares · 21,603 followers View post →

Timo Vitikainen

@timo_vi · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Sep 24, 2023 · 14 shares · 2,093 followers View post →

Dr. Khulood Almani | د.خلود المانع

@Khulood_Almani · X

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Nicolas Babin

@Nicochan33 · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Sep 24, 2023 · 14 shares · 117,354 followers View post →

Digital Buddy

@DigitalNStream · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Sep 24, 2023 · 14 shares · 40,196 followers View post →

ipfconline

@ipfconline1 · X

Sep 24, 2023 · 22 likes · 14 shares · 139,669 followers View post →

Ayush Jain

@ayushaadijain · X

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Andy Murray Online

@itsmuzza2004 · X

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Nicolas Babin

@Nicochan33 · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Apr 15, 2023 · 10 shares · 117,354 followers View post →

Rosy

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Elitsa Krumova

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FAzur

@AzurFlorian · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Apr 15, 2023 · 10 shares · 7,434 followers View post →

Jean-Baptiste Lefevre

@jblefevre60 · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Apr 15, 2023 · 10 shares · 94,312 followers View post →

Sen. Sally Eaves

@sallyeaves · X

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Jemmy Wongkar Suawa

@WinstonJim · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Apr 14, 2023 · 10 shares · 259 followers View post →

Harold Sinnott

@HaroldSinnott · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Apr 14, 2023 · 10 shares · 114,704 followers View post →

Emeka Azuka Okoye

@EmekaOkoye · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJ9q1 v/ @nature #AI #HealthTech #MachineLearn…

Apr 14, 2023 · 10 shares · 23,403 followers View post →

ipfconline

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Apr 14, 2023 · 12 likes · 10 shares · 139,669 followers View post →

FAzur

@AzurFlorian · X

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Mar 26, 2023 · 20 shares · 7,434 followers View post →

PyjamaDeveloper

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Bayar Jaff

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Greg Valancius

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Mar 25, 2023 · 20 shares · 93,603 followers View post →

TimothyMayor

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Jean-Baptiste Lefevre

@jblefevre60 · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJHfz v/ @nature #AI #HealthTech #MachineLearn…

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Digital Economy Report

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Mar 25, 2023 · 20 shares · 20,303 followers View post →

Eng Abdullah Alzakary

@abdullahalzakry · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJHfz v/ @nature #AI #HealthTech #MachineLearn…

Mar 25, 2023 · 20 shares · 1,222 followers View post →

Ellis MHTN Marketing

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BrainHouse

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CEO Tech Awareness

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Bebert EL Cavalos

@ELCavalos · X

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Mar 25, 2023 · 20 shares · 21,603 followers View post →

The Future of our Work

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Rosy

@RosyCoaching · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJHfz v/ @nature #AI #HealthTech #MachineLearn…

Mar 25, 2023 · 20 shares · 32,774 followers View post →

S. S. Xman

@SSXman2 · X

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Nicolas Babin

@Nicochan33 · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJHfz v/ @nature #AI #HealthTech #MachineLearn…

Mar 25, 2023 · 20 shares · 117,354 followers View post →

tranquocgiaphu

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RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJHfz v/ @nature #AI #HealthTech #MachineLearn…

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Naully Nicolas

@naullyn · X

Building a knowledge graph to enable precision medicine https://t.co/C0nlAZTtRy v/ @nature #AI #HealthTech #MachineLearning Cc @DeepLearn007 @KirkDBorne @SpirosMargaris @HaroldSinnott @sallyeaves @Nicochan33 @jblefevre60 @ahier https://t.co/6UWtvYD4v8

Mar 25, 2023 · 1 like · 2,797 followers View post →

Digital Buddy

@DigitalNStream · X

RT @ipfconline1: Building a knowledge graph to enable precision medicine https://t.co/2GXiNmJHfz v/ @nature #AI #HealthTech #MachineLearn…

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ipfconline

@ipfconline1 · X

Mar 25, 2023 · 30 likes · 20 shares · 139,669 followers View post →

Building a knowledge graph to enable precision medicine.

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Understanding Knowledge Graphs for Precision Medicine and Data Science

Models and Tables in Health Data Analysis for Precision Medicine

Enhancing Precision Medicine with PrimeKG Knowledge Graph