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Replying to @Paulfra07911928
Inferno is the following: An operating system INFERNO - AN EMBEDDED OS Inferno Operating System Burns Its Way Into Embedded Systems Inferno, Limbo, and Dis offer advantages in terms of compactness and functionality. electronicdesign.com/technol… Dis is normally implemented with a just-in-time (JIT) compiler that CONVERTS BYTECODES TO MACHINE INSTRUCTIONS. Inferno, Limbo & Styx have been used in commercial products. For instance, Inferno manages the switch in Lucent's Pathstar Telephone. Inferno OS - Embedded Applications Inferno is a small and powerful operating system, ideal for use in embedded devices. Not only does it run on most popular processor architectures, Inferno comes complete with all you need for quickly developing advanced applications. bell-enterprise.com/products… A protocol Inferno Protocol DApp web.archive.org/web/20240516… A HealthIT (Vaccination Verification & Digital ID) Introducing the 2024 Draft Federal FHIR® Action Plan Date: September 23, 2024 Specifically, the plan focuses on six areas: 1) Core 2) Network 3) Payment & Health Quality 4) Care Delivery & Engagement 5) Public Health & Emergency Response 6) Research For each area, we list the most mature and broadly applicable FHIR-based implementation specifications, including common informative characteristics. healthit.gov/buzz-blog/stand… Fast Healthcare Interoperability Resources (FHIR) - Pronounced "FEAR" "Understanding FHIR: Fast Healthcare Interoperability Resources" m.youtube.com/watch?v=VBCi3z…
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Though I don't believe Lucent used Plan9 for anything externally. They used Inferno for their PathStar Access Server. I believe the last 5ESS that rolled off the line in 2003 still ran UNIX-RTR on the AM and custom OSes on SM/CM. I'd imagine Plan9 wouldn't scale well enough to
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Replying to @Microwave2Death
To sum it all up in a nutshell. The upcoming system is a Beast System. I say this because honestly, that's the only way to describe such a horrific system. This is more than just Digital ID and total complete permanent enslavement. This is about remaking mankind in someone else's image. Obviously I'm referring to lucifer, the light bearer. This why they use Luciferase to add people to the Light-Oxygen-Voltage (LOV) Domain. You ever wonder how & why Epstein connects everyone together? It's because they really are Luciferians. This is why they use INFERNO to run the control aspect of this new system. This system is a Human Embedded System. (Mind, Body and Soul) The Human Embedded System. Soul and Mind As Quantum States of an Embedded Human System The study explain the possible functions mediated through SOUL, MIND & BODY & the flow of energy between them as a feedback circuit. The study suggests 3 prominent Quantum States of the human body (i.e, Body, Mind & Soul). Energy Flow from Each Quantized State. This is important because this is how they put the "Human in the Loop" researchgate.net/publication… This Human Embedded System will use Inferno to operate. Inferno Operating System Burns Its Way Into Embedded Systems Inferno, Limbo, and Dis offer advantages in terms of compactness and functionality. Dis is normally implemented with a just-in-time (JIT) compiler that CONVERTS BYTECODES TO MACHINE INSTRUCTIONS. Inferno, Limbo, and Styx have been used in commercial products. For instance, Inferno manages the switch in Lucent's Pathstar telephone. electronicdesign.com/technol… They experimented on "Targeted Individuals" 1st to test the system's capabilities. This is the predecessor to the upcoming system. Check out their software. NWO Tortureware 6.66 About A robust software solution for targeted individual management. Voice to Skull Utility. No touch remote neural monitoring. Front end application for connection with global neural monitoring database. Quick convenient command line input. Not responsible for any improper use of this software, think before you type - Voice To Skull Electronic (V2K) - Remote Neural Monitoring - Monarch Slave Programming - SATAN gangstalking rawg.io/games/nwo-torturewar… Video Link TITLE (โปรแกรมทรมาน)/ใช้ประกอบกฎหมายคลื่นความถี่ELF/ถวาย ร.10/โนเบลสันติภาพ/ TRANSLATION (Torture Program)/Used in the ELF Frequency Law/Dedicated to King Rama X/Nobel Peace Prize/ youtube.com/watch?v=rk1W7orH… They setup a system designed to depopulate the global population through LIVE HUMAN EXPERIMENTATION using the Disguise of pandemic preparedness & public health emergency. Do you wanna know how we know this for a fact? Inferno SMART Health Cards: Vaccination and Testing Test Kit Last Updated: June 6, 2024 inferno.healthit.gov/test-ki… There's a reason why vaccination verification is connected to your Digital ID.
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The Agenda The Human Embedded System. Soul & Mind As Quantum States of an Embedded Human System The study explain the possible functions mediated through SOUL, MIND & BODY & the flow of energy between them as a feedback circuit. The study suggests 3 prominent Quantum States of the human body (i.e, Body, Mind & Soul). Energy Flow from Each Quantized State Every Quantized State generates information/energy which are transferred from the body’s sense organs to the Mind & from Mind to the Soul & Vice-Versa. Solid State Mechanism of Human Body The Hypothesis of Solid State Mechanism of Human Body provides an explanation of 3 Quantum States & The Transition of Energy, which helps to understand the physical, biological, physiological, psychological & spiritual phenomena of the human body. Feedback Circuit The study explains the possible functions mediated through soul, mind & human body & Flow of Energy Between Them as a Feedback Circuit. The effect of yoga, meditation & spirituality on the improvement of the physiological process of the body. The soul & mind are in the quantized state, which modulate the physiological & psychological processes on creativity and consciousness of mind in the function of human body. The yoga, meditation & spirituality are source of positive energy that helps to charge the mind and soul and to maintain the physiological process in a healthy way. Finally, the study brings the scientific approach to fill-up the gap between modern & Vedic science to understand the human life. researchgate.net/publication… PDF DOWNLOAD ijstr.org/final-print/jan202… This Embedded System will use Inferno. Inferno Operating System Burns Its Way Into Embedded Systems Inferno, Limbo, and Dis offer advantages in terms of compactness and functionality. Dis is normally implemented with a just-in-time (JIT) compiler that CONVERTS BYTECODES TO MACHINE INSTRUCTIONS. Inferno, Limbo, and Styx have been used in commercial products. For instance, Inferno manages the switch in Lucent's Pathstar telephone. electronicdesign.com/technol…
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Replying to @MazeLove14
It's part of the Human Embedded System. Soul and Mind As Quantum States of an Embedded Human System The study explain the possible functions mediated through SOUL, MIND & HUMAN BODY & flow of energy between them as a feedback circuit. researchgate.net/publication… A system that uses Inferno Inferno Operating System Burns Its Way Into Embedded Systems Inferno, Limbo, and Dis offer advantages in terms of compactness and functionality. Dis is normally implemented with a just-in-time (JIT) compiler that CONVERTS BYTECODES TO MACHINE INSTRUCTIONS. Limbo incorporates abstract data types from Winterbottom's Alef, processes from Pike's Newsqueak, and aspects of Hoare's CSP. Inferno, Limbo, and Styx have been used in commercial products. For instance, Inferno manages the switch in Lucent's Pathstar telephone. electronicdesign.com/technol… Lucent's Pathstar Products bell-enterprise.com/products… Inferno OS inferno-os.org/ Limbo vitanuova.com/inferno/papers… Styx vitanuova.com/inferno/papers… Dis (Virtual Machine) doc.cat-v.org/inferno/4th_ed… Hoare's Communicating Sequential Processes (CSP) cs.stanford.edu/people/erobe… Pike's Newsqueak Construction of Concurrent Systems Software herpolhode.com/rob/ Github github.com/rwos/newsqueak Winterbottom's Alef (Programming Language) en.m.wikipedia.org/wiki/Alef… A Transhuman System that uses a code to connect Nodes (People) to their Beast System. Once People are turned into Nodes via Humanode Turning A Human into a Node Humanode Instead of relying on mining equipment or stake, Humanode conducts private biometric verification of its validators to ensure that there is only one unique living human being behind each node. humanode.io/ The Transhuman Code connects them to the enslavement system Transhuman Code wisekey.com/the-transhuman-c… Transhumanism Code Initiative transhumancode.com/ ID platform delivered by WISeKey facilitates digital government services in Seychelles biometricupdate.com/202404/i… Once connected, they can deploy "FEAR" aka Fast Healthcare Interoperability Resources "FHIR" healthit.gov/buzz-blog/stand… Video m.youtube.com/watch?v=VBCi3z…
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Replying to @MazeLove14
The Agenda The Human Embedded System. Soul and Mind As Quantum States of an Embedded Human System The study explain the possible functions mediated through SOUL, MIND & BODY & the flow of energy between them as a feedback circuit. The study suggests 3 prominent Quantum States of the human body (i.e, Body, Mind & Soul). Energy Flow from Each Quantized State Every Quantized State generates information/energy which are transferred from the body’s sense organs to the Mind & from Mind to the Soul & Vice-Versa. Solid State Mechanism of Human Body The Hypothesis of Solid State Mechanism of Human Body provides an explanation of 3 Quantum States & The Transition of Energy, which helps to understand the physical, biological, physiological, psychological & spiritual phenomena of the human body. Feedback Circuit The study explains the possible functions mediated through soul, mind & human body & Flow of Energy Between Them as a Feedback Circuit. The effect of yoga, meditation & spirituality on the improvement of the physiological process of the body. The soul & mind are in the quantized state, which modulate the physiological & psychological processes on creativity and consciousness of mind in the function of human body. The yoga, meditation & spirituality are source of positive energy that helps to charge the mind and soul and to maintain the physiological process in a healthy way. Finally, the study brings the scientific approach to fill-up the gap between modern & Vedic science to understand the human life. researchgate.net/publication… PDF DOWNLOAD ijstr.org/final-print/jan202… This Embedded System will use Inferno. Inferno Operating System Burns Its Way Into Embedded Systems Inferno, Limbo, and Dis offer advantages in terms of compactness and functionality. Dis is normally implemented with a just-in-time (JIT) compiler that CONVERTS BYTECODES TO MACHINE INSTRUCTIONS. Inferno, Limbo, and Styx have been used in commercial products. For instance, Inferno manages the switch in Lucent's Pathstar telephone. electronicdesign.com/technol…
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#PathTweetAward #PathTweetAward2026 Congratulations to @DrCycloPath Great appreciation for your steadfast contributions to #Pathology you are already a #Pathstar ✨️✨️✨️✨️
📣 Each month, our team of screening judges selects a standout tweet from the trainee category for the #PathTweetAward. 📅 For January 2026, the winner is: 🏆 @DrCycloPath 👏 Congratulations on making an impact across #PathTwitter!
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ADDING YOU TO THE BEAST SYSTEM Part 1: The Inferno The process they use when they adding you to the Inferno involves the use of Styx, Limbo, Dis, Soul Machines, Conjur & Summon !!! INFERNO - AN EMBEDDED OS Inferno Operating System Burns Its Way Into Embedded Systems Inferno, Limbo, and Dis offer advantages in terms of compactness and functionality. Dis is normally implemented with a just-in-time (JIT) compiler that CONVERTS BYTECODES TO MACHINE INSTRUCTIONS. Inferno, Limbo & Styx have been used in commercial products. For instance, Inferno manages the switch in Lucent's Pathstar Telephone. Inferno OS - Embedded Applications Inferno is a small and powerful operating system, ideal for use in embedded devices. inferno-os.org/solutions/emb… Not only does it run on most popular processor architectures, Inferno comes complete with all you need for quickly developing advanced applications. inferno-os.org/solutions/emb… CAPTURE / CONNECT / SENDING INFO They do this a specific way. CONNECTING YOUR MIND First they use MindConnect to connect your Mind to the IoT. web.archive.org/web/20221007… Next they connect your energy to the Energy Web3 using the Energy Blockchain. energy-web-foundation-origin… Next they allocate your energy to the Inferno Grid where you're connected via the Graphene Oxide (GO) & Nanowire Electronics via nodes ponton.de/enerchain INFERNAL GRID Inferno as a Grid Infrastructure Among the resources that need to be accessed through a Grid are: CPUs, data, services & devices. An emerging consensus is leaning towards a Grid Services Interface built on Web Services technologies. web.archive.org/web/20230128… PDF DOWNLOAD inferno-os.org/solutions/gri… They need to make the Infernal Grid Useable. Here's how they do this. Making Infernal Grids Usable PDF DOWNLOAD inferno-os.org/papers/ugrid.… DEPARTMENT OF ENERGY (DOE) GRID: Open Modeling Framework A set of Python libraries 4 simulating power systems behavior w/ an emphasis on cost-benefit analysis of emerging technologies: distributed generation, storage, networked controls. github.com/nreca-bts/omf/wik… NETWORKS Network Optimized Distributed Energy Systems (NODES) arpa-e.energy.gov/programs-a… NODES Overview arpa-e.energy.gov/sites/defa… DATA PACKET ROUTING The PathStar Access Server: Facilitating Carrier-Scale Packet Telephony The PathStar Access Server combines the functionality & features of traditional circuit switches with advanced Packet Routing Techniques to enable end-to-end converged network solutions. doc.cat-v.org/inferno/pathst… Overview of the PathStar Access Server & briefly explores its Hardware & Software Architectures.” PDF DOWNLOAD doc.cat-v.org/inferno/pathst… ENERGY PACKET ROUTING Energy Packet Management An Energy Node Information Transfer Packet Management System involves the digital handling of energy units, akin to Data Packets, for efficient distribution & management. sciencedirect.com/science/ar… This concept is exemplified by the power packet dispatching system, where electric power is transferred in discrete units, each carrying both energy & information. arpa-e.energy.gov/programs-a… These power packets, similar to internet packets, contain a payload of quantized power & an information tag, typically embedded in a voltage waveform, which identifies the packet and its destination. (This is how they instruct it to go to you !!!) researchgate.net/publication… Purgatorio Fork for Inferno The system can be used to build portable client & server applications. It makes it straightforward to build lean applications that share all manner of resources over a network, without the cruft of much of the 'Grid' Software one sees hub.docker.com/r/mehlon/purg… PORTING HARDWARE TO INFERNO Inferno Ports This page contains pre-built kernel files, or system images, for ports of the Inferno operating system to various devices. dboddie.github.io/inferno-po… The Workflows Used to Build These Ports can be found in this Repository. github.com/dboddie/inferno-p…

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ADDING YOU TO THE BEAST SYSTEM Part 1: The Inferno The process they use when they adding you to the Inferno involves the use of Styx, Limbo, Dis, Soul Machines, Conjur & Summon !!! INFERNO - AN EMBEDDED OS Inferno Operating System Burns Its Way Into Embedded Systems Inferno, Limbo, and Dis offer advantages in terms of compactness and functionality. Dis is normally implemented with a just-in-time (JIT) compiler that CONVERTS BYTECODES TO MACHINE INSTRUCTIONS. Inferno, Limbo & Styx have been used in commercial products. For instance, Inferno manages the switch in Lucent's Pathstar Telephone. Inferno OS - Embedded Applications Inferno is a small and powerful operating system, ideal for use in embedded devices. inferno-os.org/solutions/emb… Not only does it run on most popular processor architectures, Inferno comes complete with all you need for quickly developing advanced applications. inferno-os.org/solutions/emb… CAPTURE / CONNECT / SENDING INFO They do this a specific way. CONNECTING YOUR MIND First they use MindConnect to connect your Mind to the IoT. web.archive.org/web/20221007… Next they connect your energy to the Energy Web3 using the Energy Blockchain. energy-web-foundation-origin… Next they allocate your energy to the Inferno Grid where you're connected via the Graphene Oxide (GO) & Nanowire Electronics via nodes ponton.de/enerchain INFERNAL GRID Inferno as a Grid Infrastructure Among the resources that need to be accessed through a Grid are: CPUs, data, services & devices. An emerging consensus is leaning towards a Grid Services Interface built on Web Services technologies. web.archive.org/web/20230128… PDF DOWNLOAD inferno-os.org/solutions/gri… They need to make the Infernal Grid Useable. Here's how they do this. Making Infernal Grids Usable PDF DOWNLOAD inferno-os.org/papers/ugrid.… DEPARTMENT OF ENERGY (DOE) GRID: Open Modeling Framework A set of Python libraries 4 simulating power systems behavior w/ an emphasis on cost-benefit analysis of emerging technologies: distributed generation, storage, networked controls. github.com/nreca-bts/omf/wik… NETWORKS Network Optimized Distributed Energy Systems (NODES) arpa-e.energy.gov/programs-a… NODES Overview arpa-e.energy.gov/sites/defa… DATA PACKET ROUTING The PathStar Access Server: Facilitating Carrier-Scale Packet Telephony The PathStar Access Server combines the functionality & features of traditional circuit switches with advanced Packet Routing Techniques to enable end-to-end converged network solutions. doc.cat-v.org/inferno/pathst… Overview of the PathStar Access Server & briefly explores its Hardware & Software Architectures.” PDF DOWNLOAD doc.cat-v.org/inferno/pathst… ENERGY PACKET ROUTING Energy Packet Management An Energy Node Information Transfer Packet Management System involves the digital handling of energy units, akin to Data Packets, for efficient distribution & management. sciencedirect.com/science/ar… This concept is exemplified by the power packet dispatching system, where electric power is transferred in discrete units, each carrying both energy & information. arpa-e.energy.gov/programs-a… These power packets, similar to internet packets, contain a payload of quantized power & an information tag, typically embedded in a voltage waveform, which identifies the packet and its destination. (This is how they instruct it to go to you !!!) researchgate.net/publication… Purgatorio Fork for Inferno The system can be used to build portable client & server applications. It makes it straightforward to build lean applications that share all manner of resources over a network, without the cruft of much of the 'Grid' Software one sees hub.docker.com/r/mehlon/purg… PORTING HARDWARE TO INFERNO Inferno Ports This page contains pre-built kernel files, or system images, for ports of the Inferno operating system to various devices. dboddie.github.io/inferno-po… The Workflows Used to Build These Ports can be found in this Repository. github.com/dboddie/inferno-p…

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Translation Soul Copy & Transfer for Installation into "Dis" yes that's the actual name of the virtual machine that acts as an intermediary. Patent: US20090062677A1 Method of Recording and Saving of Human Soul for Human Immortality and Installation for it. patents.google.com/patent/US… Inferno OS inferno-os.org/ Limbo vitanuova.com/inferno/papers… Styx vitanuova.com/inferno/papers… Dis (Virtual Machine) doc.cat-v.org/inferno/4th_ed… A system that uses Inferno Inferno Operating System Burns Its Way Into Embedded Systems Inferno, Limbo, and Dis offer advantages in terms of compactness and functionality. Dis is normally implemented with a just-in-time (JIT) compiler that CONVERTS BYTECODES TO MACHINE INSTRUCTIONS. Inferno, Limbo, and Styx have been used in commercial products. For instance, Inferno manages the switch in Lucent's Pathstar telephone. electronicdesign.com/technol…

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BioDigital Convergence PART 4 A: INTEGRATING US INTO THE BEAST SYSTEM Part 1: The Inferno The process they use when they adding you to the Inferno (inferno-os.org/) involves the use of: Styx inferno-os.org/inferno/paper… Limbo inferno-os.org/inferno/paper… Dis doc.cat-v.org/inferno/4th_ed… Soul Machines soulmachines-support.atlassi… Conjur docs.cyberark.com/conjur-ope… Summon docs.cyberark.com/conjur-ope… INFERNO - AN EMBEDDED OS Inferno Operating System Burns Its Way Into Embedded Systems Inferno, Limbo, & Dis offer advantages in terms of compactness & functionality. Dis is normally implemented with a just-in-time (JIT) compiler that CONVERTS BYTECODES TO MACHINE INSTRUCTIONS. electronicdesign.com/technol… Inferno, Limbo & Styx have been used in commercial products. For instance, Inferno manages the switch in Lucent's Pathstar Telephone. bell-enterprise.com/products… Inferno OS - Embedded Applications Inferno is a small and powerful operating system, ideal for use in embedded devices. Not only does it run on most popular processor architectures, Inferno comes complete with all you need for quickly developing advanced applications. inferno-os.org/solutions/emb… CAPTURE / CONNECT / SENDING INFO They do this a specific way. CONNECTING YOUR MIND First, they use MindConnect to connect your Mind to the IoT. web.archive.org/web/20221007… Next, they connect your energy to the Energy Web3 (energy-web-foundation-origin…) using the Energy Blockchain (ponton.de/enerchain). Next, they allocate your energy to the Inferno Grid where you're connected via the Graphene Oxide (GO) & Nanowire Electronics via nodes INFERNAL GRID Inferno as a Grid Infrastructure Among the resources that need to be accessed through a Grid are: CPUs, data, services & devices. An emerging consensus is leaning towards a Grid Services Interface built on Web Services technologies. web.archive.org/web/20230128… PDF DOWNLOAD inferno-os.org/solutions/gri… They need to make the Infernal Grid Useable. Here's how they do this. Making Infernal Grids Usable PDF DOWNLOAD inferno-os.org/papers/ugrid.… DEPARTMENT OF ENERGY (DOE) GRID: Open Modeling Framework A set of Python libraries 4 simulating power systems behavior w/ an emphasis on cost-benefit analysis of emerging technologies: distributed generation, storage, networked controls. github.com/nreca-bts/omf/wik… NETWORKS Network Optimized Distributed Energy Systems (NODES) arpa-e.energy.gov/programs-a… NODES Overview arpa-e.energy.gov/sites/defa… DATA PACKET ROUTING The PathStar Access Server: Facilitating Carrier-Scale Packet Telephony doc.cat-v.org/inferno/pathst… The PathStar Access Server combines the functionality & features of traditional circuit switches with advanced Packet Routing Techniques to enable end-to-end converged network solutions. Overview of the PathStar Access Server & briefly explores its Hardware & Software Architectures.” PDF DOWNLOAD doc.cat-v.org/inferno/pathst… ENERGY PACKET ROUTING Energy Packet Management sciencedirect.com/science/ar… An Energy Node Information Transfer Packet Management System involves the digital handling of energy units, akin to Data Packets, for efficient distribution & management. arpa-e.energy.gov/programs-a… This concept is exemplified by the power packet dispatching system, where electric power is transferred in discrete units, each carrying both energy & information. These power packets, similar to internet packets, contain a payload of quantized power & an information tag, typically embedded in a voltage waveform, which identifies the packet and its destination. (This is how they instruct it to go to you !!!) researchgate.net/publication… Purgatorio Fork for Inferno The system can be used to build portable client & server applications. It makes it straightforward to build lean applications that share all manner of resources over a network, without the cruft of much of the 'Grid' Software one sees. hub.docker.com/r/mehlon/purg…

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Aging is not just a linear decline in function - tissues undergo non-linear structural re-organization over time. We introduce PathStAR: the first framework to quantify structural aging, revealing when and how organs age, what drives remodeling, and how aging stays coordinated.
When and how do different tissue physical structures deteriorate during aging (structural aging)? What molecular changes occur in tissues during periods of major changes? Are there tissue-specific periods of accelerated structural aging? Which organs age early vs. late? Is there cross-organ coordination in structural aging? And, finally, how lifestyle, diseases and genetics impact these organ-specific trajectories? While important, these questions haven’t been answered yet because we lack structural and molecular data from normal aging tissues at scale. We present a framework taking the first stab at scale at these questions using high resolution histology images and omics ( more) from 25,000 post-mortem tissues (public data: GTex). We reason that structure determines function and learning how tissue structure changes with age can help us understand the process of aging in different tissues - a central question with yet little understanding. An example is to visualize these two ovaries histology: young vs. old ovary- young ovaries cortex is intact, with follicles, no fibrosis - basis of its function (partially). First, we extract tissue structure from these organs using their high-res histology images using a pre-trained digpath foundation model (UNI) and asked how much they change with age (Structural Aging Rate)? As an example, the ovary has two peaks around the late 30s and then around 55. First aligns with accelerated follicle loss and second is just after post-menopause. This shows that change in morphology of the ovary captures its functional milestones during aging with no training. Bonus Puzzle: Does anyone know how these two functional milestones of ovary were originally found in the last century? What if we repeat the same analysis on bulk-omics, transcriptomics and methylation, from the same samples? Can they capture this bimodal functional decline? No. (read the paper of our explanation) Can molecular clocks trained on chronological age track this? No. They assume aging is linear. Note: Unlike molecular clocks trained on chronological age, PathStAR learns with no age labels. We simply ask: When and how does tissue morphology change most rapidly during life?
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When and how do different tissue physical structures deteriorate during aging (structural aging)? What molecular changes occur in tissues during periods of major changes? Are there tissue-specific periods of accelerated structural aging? Which organs age early vs. late? Is there cross-organ coordination in structural aging? And, finally, how lifestyle, diseases and genetics impact these organ-specific trajectories? While important, these questions haven’t been answered yet because we lack structural and molecular data from normal aging tissues at scale. We present a framework taking the first stab at scale at these questions using high resolution histology images and omics ( more) from 25,000 post-mortem tissues (public data: GTex). We reason that structure determines function and learning how tissue structure changes with age can help us understand the process of aging in different tissues - a central question with yet little understanding. An example is to visualize these two ovaries histology: young vs. old ovary- young ovaries cortex is intact, with follicles, no fibrosis - basis of its function (partially). First, we extract tissue structure from these organs using their high-res histology images using a pre-trained digpath foundation model (UNI) and asked how much they change with age (Structural Aging Rate)? As an example, the ovary has two peaks around the late 30s and then around 55. First aligns with accelerated follicle loss and second is just after post-menopause. This shows that change in morphology of the ovary captures its functional milestones during aging with no training. Bonus Puzzle: Does anyone know how these two functional milestones of ovary were originally found in the last century? What if we repeat the same analysis on bulk-omics, transcriptomics and methylation, from the same samples? Can they capture this bimodal functional decline? No. (read the paper of our explanation) Can molecular clocks trained on chronological age track this? No. They assume aging is linear. Note: Unlike molecular clocks trained on chronological age, PathStAR learns with no age labels. We simply ask: When and how does tissue morphology change most rapidly during life?
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Replying to @Notas_Patologia
#PathTweetAward A #Pathstar is born 😊
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Made a day-in-the-life reel as a pathology resident 🔬now I t’s your turn! Join the impromptu #PathReelChallenge—who will be the next #pathstar? 🌟📱 DM for ideas/collabs 💡 #pathX #PathTikTok
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The PathStar access server: Facilitating carrier-scale packet telephony
This tweet is unavailable
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Replying to @GordonGChang
Gordon -- AGREE!! However IMO, it broke out on 28Feb1972, when Nixon signed the Shanghai Communiqué and started to normalize relations. (6 years later I went to south of Tianjin on a job). BUT the trade war by China on the USA really took off shortly after 11Dec2001, when Bush (the younger) and Barshefsky of US, along with Lamy and Prodi of EU, Koizumi and Obuchi of Japan, and Chrétien of Canada and Moore of WTO, set things up to approve in Doha, the documents that Bill Clinton had authored for the agreement. In the 1990's Hughes and Loral Space rocket tech, in 2001 the Lucent PathStar comms tech, in 2003 the Northrup B-2 tech, in 2004 the Power Paragon warships, in 2009 DuPont's TiO2 tech, in 2014 Honeywell's F-35 sensors, from 2010 forward, more than 20 other American companies including Adobe, Dow, and Google techs. AND a big-big non-reported espionage... all American companies bidding on projects from about 1980 had to give China all their relevant confidential tech -- or not get the job contract in China. God Bless you, Man!
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#Pathology #PathTwitter #PathResidents another great exploration of #AI capabilities in Pathology by our ‘PathStar’ @Path_Matt
Check out the first video in my new series AI First in Pathology. In this episode, I show you how to utilize AI-Augmented search for pathology tasks like try trying identify the best clone of an antibody. youtu.be/WfEsB0GNAQo?si=rSg4…
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#PathTweetAward #PathTweetAward2024 #GUPath #Pathresidents The already #Pathstar @MirunaPopescu13 is the trainee winner for May 2024 Way to go, congratulations 👏👏👏👏👏 Keeping the fountain of knowledge flowing we love #Pathstars in #Pathology
The results are in for the May 2024 trainee #pathtweetaward And the winner is @MirunaPopescu13!
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