🧬 ICML18 – Dark Zone Lymphoma (DZsig⁺) Landscape 👨‍⚕️ By Amos Fong 🔹 NF-κB Signature ↓ in DZsig⁺ 📉 Lower NF-κB transcriptional activity in DZsig⁺ vs GCB & ABC in both: •🧠 Single-nucleus transcriptomics •🧬 In situ single-cell RNA-seq ➡️ ABC = highest NF-κB, DZsig⁺ = lowest 🔗 TME likely regulates this signaling 🔹 DZsig⁺ = “Immune Cold” 🧊 🧫 Immune microenvironment shows: •↓ Cytotoxic, helper & regulatory T cells •↓ Macrophages, dendritic cells •↑ B cell dominance ➡️ Immunologically silent phenotype 🔹 TME Architecture 🧠 📊 Spatial graph modeling reveals: •DZsig⁺ clusters are B cell–dominant •Less diversity in community types vs GCB/ABC ➡️ Lacks T-cell/myeloid/stromal co-enrichment seen in lymph node & tonsil 🔹 Graph Communities Identified 🏘️ 8 distinct niches: •B cell–enriched •B cell/Myeloid-enriched •T cell/Myeloid/Stromal-enriched ➡️ DZsig⁺ overrepresented in cold B cell–only clusters 🧾 Conclusions: ✅ DZ lymphomas = ↑ FOXO1, ↓ NF-κB, ↓ TME diversity ✅ GCB lymphomas (non-DZ) show TME-dependent NF-κB ✅ GC dark zone pathways = 🔥 novel therapeutic targets #ICML18 #DLBCL #DarkZoneLymphoma #NFkB #FOXO1 #TME #SingleCell #GraphAnalysis #Hematology

Game Changers: Python, Video Analysis, and Property Graphs in Sports Analytics In sports analytics, the fusion of Python programming, video analysis, and property graphs is transformative. This presentation offers an in-depth exploration of how these technologies converge ecosystem to unlock unparalleled insights, enabling the development of strategic session plans to redefine team performance and outcomes. Discover the dynamic convergence of Python, video analysis, and property graphs in this engaging presentation. Explore example applications showcasing how this powerful combination is reshaping sports analytics, providing fresh perspectives on player development, team dynamics, and the strategic elements that define success on the field. Learn how enhanced decision-making for coaches and analysts offers insights that contribute to a competitive edge in sports strategy and performance optimisation. This is an excerpt taken from the full presentation, focusing on the art of passing in football and how that can be modeled as a graph. youtube.com/watch?v=dy4rmEUc… -- Abi Giles-Haigh. Analytics and Innovation Director, Capgemini Dr. Abi Giles-Haigh has over fifteen years of experience working with data from database management, report writing, advanced analytics and AI. Previously, she was part of the Data Analytics Team at the NHSBSA, identifying savings and improving patient care. -- Welcome to Connected Data London's #ThrowbackThursday Every Thursday at 3pm GMT, we are releasing gems from our vault on #YouTube Tune in and learn from leaders and innovators; subscribe to our channel and watch premieres as they are released! #DataScience #Analytics #Python #graphanalysis #graphalgorithms #graphdatabase

۴. خوندن و فهمیدن و طراحی نمودار! دیگه لازم نیست برای فهمیدن یه نمودار پیچیده کلی وقت بذاری، خودش برات می‌خونه و تفسیر می‌کنه! حتی در قالب انیمیشن 🤓📊🧠 #نمودار #هوش_مصنوعی #تحلیل_داده #GraphAnalysis #AI #DataVisualization

New in Tom Sawyer Perspectives 13.2: Data exploration with Cypher and Gremlin queries is now more flexible and developer integration easier. End users can now enter their own Cypher or Gremlin queries directly, enabling more powerful and customized graph analysis. For developers, adding this capability is now seamless—with a built-in, ready-to-use dialog that requires no custom code. This update empowers users with greater control over their queries while significantly reducing development effort. 👩‍💻 Learn more: bit.ly/3XmaUDW #graphvisualization #cypher #gremlin #developerintegration #tomsawyersoftware #developer #graphanalysis

Graph Theory and its Applications: What Can Graphs Do for Your Software? - by @b_k_hela #GraphAlgorithms #SoftwareDevelopment #CodeQuality #GraphAnalysis #GraphTheory itnext.io/graph-theory-and-i…

Graph Theory and its Applications: What Can Graphs Do for Your Software? by @b_k_hela at #ITNEXT. #graphalgorithms #software #graph #graphanalysis #codequality itnext.io/graph-theory-and-i… (t)

Graph Theory and its Applications: What Can Graphs Do for Your Software? by @b_k_hela at #ITNEXT. #graphalgorithms #software #graph #graphanalysis #codequality itnext.io/graph-theory-and-i… (s)

Graph Theory and its Applications: What Can Graphs Do for Your Software? by @b_k_hela at #ITNEXT. #graphalgorithms #software #graph #graphanalysis #codequality itnext.io/graph-theory-and-i…

Unlocking Software Quality Insights with Graph-Based Metrics: Traditional code metrics often provide a limited view of software health. Graph-based analysis, however, offers a deeper understanding by examining the complex relationships between code components. Metrics like project density, degree centrality, and Louvain communities reveal hidden patterns in code structure and dependencies. This allows us to pinpoint tightly coupled areas, identify critical modules, and even visualize the natural modularity of a system. By leveraging graph-based metrics, we can make more informed decisions to improve code maintainability, reduce risk, and enhance overall software quality. #SoftwareQuality #CodeMetrics #GraphAnalysis github.com/helabenkhalfallah…

🚀 Unlock Graph Feature Extraction with NetworkX! 📊 Learn to extract node, edge, and graph-level features using NetworkX and Matplotlib. 🔍 Analyze centrality measures in Zachary's Karate Club Network. Read more: towardsdatascience.com/how-t… #GraphAnalysis #NetworkX #ML

In this insightful article, Wael Alalwani demonstrates how #ONA can enhance company effectiveness. The use case illustrates how questions about productivity and growth can be addressed through #graphanalysis. 👉 Check it out: eu1.hubs.ly/H0bBqZl0 #GraphTechnology

For the network analysis guys looking at $MULN. Run these accounts, some have had a very vocal part in #NarrativeLaundering for Mullen Automotive. #MULN #MULNScam #graphanalysis #OSINT #NetworkAnalysis

I've seen a few guys break that pattern: Boys learning to write w/ weak hand for fun, ambidexterity Boys who discovered graphanalysis and devote themselves to pushing the extremes (most murderous handwriting, most restrained, etc)

We are looking forward to the @OSINTFoundation. Come and meet us there, we will be talking all things Horizon and pick up some great swag. #OSINT #Investigations #LinkAnalysis #GraphAnalysis #OnTheGo #OSINTforGood #Horizon

Day 72/100 🎉 Explored Safe States and Alien Dictionaries on LeetCode, mastering graph analysis and lexicographic ordering. 🚀📚 How do you approach problems involving system stability or language processing? Let’s discuss! #100DaysOfCode #LeetCode #GraphAnalysis #learninpublic

🔍📊 Unlock the power of visual tools in knowledge graph analysis at the Zazuko Knowledge Graph Forum! Session Title: Visual Analysis and Querying of Large Knowledge Graphs 🗓️ 30.5.2024 📍 github.com/zazuko/knowledge-… #KnowledgeGraph #DataVisualization #GraphAnalysis

Get the insights on #IoT #GraphAnalysis #DataScience at 'Shift Difficult Problems Left with Graph Analysis on Streaming Data' 29 Apr 7wdata.be/event/shift-diffic… #7wDataEvent

As director of Intelligence & collection innovation ShadowDragon I can not be more proud of all the hard work our developers have put into the new Horizon platform release. With Horizon you can unlock a modern approach to link analysis with OSINT, breach data, and intelligence together in one comprehensive platform. Our OSINT platform offers access to 225 data collection sources, advanced link analysis capabilities, mapping, geofencing, time-lining and monitoring, allowing you to connect the dots and uncover actionable intelligence. Dive into the future of investigation today! #OSINT #Investigations #LinkAnalysis #GraphAnalysis Ask for a demo or learn more here : shadowdragon.io/

Learn all about #IoT #GraphAnalysis #DataScience at 'Shift Difficult Problems Left with Graph Analysis on Streaming Data' 29 Apr 7wdata.be/event/shift-diffic… #7wDataEvent

Learn all about #IoT #GraphAnalysis #DataScience at 'Shift Difficult Problems Left with Graph Analysis on Streaming Data' 29 Apr 7wdata.be/event/shift-diffic… #7wDataEvent