2
Fallen Angel.Intel(AI) Portals Doors Quantum Bridges 'Unseen' Spiritual War. WarpSpeed 2.0. 666
24:52
3
QURRENT EVENTS DEC 25TH 2Q2Q 🐸 #QNN
18:58
4
FBI: Diddy 'Snuff Tape' Featuring LeBron James Sold on Black Market
16:57
5
⚠️⚠️⚠️ Blackrock’s major investor is Merrill Lynch and ML is owned by,
19:51
6
Pedophile Satanist Stephen Baldwin Breaks Silence with Cryptic Message!
1:15
7
They keep us hungry and ignorant
21:16
8
DARPA PLASMA TECH CAN CURVE THE BEAM & HIT THE TARGET FROM ANY DIRECTION
1:35
9
Elon Musk CRIES "America is Getting WIPED OUT" - This is What's Coming
19:32
10
1 MIN AGO: Greg Gutfeld LEAKED The Whole Secrets Behind Obama
39:04
11
Whining Georgia Couple That Sodomized their Adopted Sons get 100 YEARS (12/23/24) - Death off the table?
4:41
12
JUST IN: Pope Francis opens Holy Doors (Sacred Portal), marking the start of 2025 Jubilee
0:32
13
Conceptual Sniper Disclosure Marathon
24:11
14
Conceptual Sniper Part 2. All I Want For Christmas Is Your Two Front Teeth.
35:09
15
Thank you Trump, Q Team & US Military for saving the world from the elite scum
1:42:22
16
Video Exposing Trump INSTANTLY Deleted From YouTube - I Thought They Hated Trump
41:04
17
WAR REPORT - WE SHOULD BELIEVE WHAT WE SEE. RIGHT?
11:05
18
Eric Dubay: The Final Will Duffy's Flat Earth Strawman Experiment!
8:16
19
Networks Failing To Bring Watchable TV to The Masses - Shows Are Too Vile To Watch
6:38
20
Pedo Obama - Off to GITMO
0:17
22
Leonarda Jonie "Gay Water"
1:29
23
Archie Bunker was right about gun control.
0:59
24
SPACE IS WATER
9:50
25
WHEN DID WE ELECT THE BIRDMAN OF ALCATRAZ TO CONGRESS❓
1:40
26
Trump is Ready...In 24 hours EVERYTHING changes for the U.S.
12:44
SEXUAL HABITS OF FREEMASONRY ~[ STARFISH ABUSERS ]~
6:24
28
LIST OF CELEBRITIES INVOLVED IN THE DIDDY CRIMES. RUMORS AND EVIDENCE SHOW Jennifer Lopez and Ashton Kutcher ran the whole thing. THEY WITNESSED AND HELPED DIDDY ASSAULT THE VICTIMS,
10:44
29
Olmec Heads are Evidence of Lost Ancient Advanced Civilization
1:00:37
30
King Autist
3:12
31
Mind Boggling Study Of TRUMP / ELVIS / LUCY FUR Connection
9:36
32
Bishop Mar Mari Emmanuel
1:28
33
Doctor gets 45 Yrs - All the scum are going down, all of them
1:30
34
Diddy Is Toast With Videos Like This !!!!
1:30
35
TREASON Update - The USA INC's Dirty Little Secret
1:33:37
36
Fren News 17 - KeKmas Special
1:27:50
39
Former NASA Employee Testimony - Cyndi Holland
28:31
40
A CIA Whistleblower Allen Harrow Parrot has dropped hard evidence
10:00
41
FREAK OFFS=CHILD RAPE PARTIES?
6:45
42
Do You Have Bad Breath?
2:53
43
Mike King Drop BOMBSHELL - Hillary Back from The DEAD
56:23
44
VIDEO LEAKED 13-year-old girl TALKS out what Jay-Z did to her at Diddy's party...
17:50
45
D.o.G.E. Promise
1:24
46
🔥Tom Homan To Deputize Every US Citizen to Find the 340,000 Missing Migrant Children
1:02
47
JOE ROGAN: JAMIE FOXX SAID DIDDY POISONED HIM!
0:27
48
All natural cures are too inexpensive. That's the reality
2:00
49
Welcome 🙏 Back Celebrities From The Dead + Links 🔗
1:59
50
Sea Bright Beach Webcam Captures Mysterious Portal Footage
0:46
51
Dark Secrets Behind Gov'ts Gamma Radiation Project NUCLEAR POWER PLANTS
22:29
52
Kayleigh McEnany Hiding In Plain Sight , with guest KENNEDY
0:58
53
DARK JOURALIST: UFO Invasion May Be Used To Trigger NorthCom Continuity Of Gov To Stop Trump
1:13:45
54
Things Get Even Crazier...
17:31
55
Ally Carter “ I was RAPED by JOE BIDEN & BARACK & MIKE OBAMA
1:29
56
Trump Delays Pence's Execution: Must Stand Trial
8:49
57
ITS OVER! Elon Musk Made HUGE Announcement
37:11
58
We need to eat the babies - as a solution for the CO2 problem to support the green deal
2:01
59
Vril / reptilians
2:21
60
Trump Time! Pelosi Falls, Merry Christmas America
1:02:28
61
BEWARE OF Wi-Fi Routers
6:01
62
Van Jones: Donald Trump is smarter than all of us
1:42
63
TRUMP❤️🇺🇸🥇🪽DELIVER JOKES🤍🇺🇸🪽🏅 🕺AT AL SMITH DINNER IN NEW YORK💙🇺🇸🏅🪽🏙️
1:27
64
Isaac Kappy ~ THE PRESENT ~ *Unreleased Track 2020 - (Kappy knew so much, it got him killed 😢)
4:14
65
🚨Peter Nygård: Luciferian Billionaire To Canadian Convicted Sex Offender/Prisoner / 11+ Yrs😁🚨
0:47
66
🚨Ghislaine Maxwell’s House of cards: Run Rabbit Run 🚨
20:22
67
🚨Remember Boys And Girls, There Is No Such Thing As A Coincidence💯🚨
1:01
68
Lab Grown Brains (Made Of Stem Cells) Connected To A Computer 🤦🏼‍♂️🤔🧐🤔🤨
3:42
69
Healing Frequencies From Bells, Stolen From Us - TIME To RE - BELL
0:28
70
UNDERGROUND TUNNEL NETWORK⛰️🏍️🏔️📸UNDER MOUNTAINS IN SYRIA🇸🇾⛰️💫
2:18
71
SHOCK! Hillary Clinton Named 'Person of Interest' in Child Sex Trafficking Investigation
8:12
72
CELEBRITIES FACED DAMAGING SIDE-EFFECTS🎬💉👨‍🎨DUE TO KILLER CLOT SHOT🦠🔬🧪💉💫
2:20
73
Jennifer's Pizza Parties - Its over for all of them
1:09
74
Lebron James stepping down and going to GITMO
1:25
75
Riccardo Bosi & Scott McKay New Great "JFK Jr is STILL ALIVE" | New Q Drops
1:16:21
76
Weeks before Trump takes office, Biden is racing to auction off unused border wall materials.
0:59
77
Pete Hegseth: “I don’t feel the need to respond to CNN.”
0:23
78
JOE ROGAN: "Kash Patel says day one he's going to unleash the Esptein/Diddy files.
0:41
80
SCARE EVENT NECESSARY = RODS OF GOD DEEP BASE KILL SHOTS
3:53
81
Trumps 'Space Force' and the Fake Moon Landing Deleted Scene!
0:47
82
Never forget Trump and the white hat military saved us from this fate...
2:31
83
Barack Obama Is A Piece Of Shit 💩
0:48
86
Charlie Freak
0:47
91
While I was being raped, Senator Bernie Sanders was dragged downstairs and told to rape a boy
1:55
92
Light Brigade ships seen around multiple military bases
2:55
93
Government Explained (to an alien)
8:27
94
The Donald Trump Is Elvis Is Lucy Fur Theory ( WTF !?!! )
4:44
95
Secret 🤫 Body Language : The Arrest Of Hillary Clinton
5:27
96
Satanic Bloodlines 🩸
2:40
97
ALEX JONES WAS RIGHT AGAIN: Biden Preps Preemptive Pardons
10:55
98
The Greatest Deception - (2019 Documentary)
26:18
99
Jamie Foxx's bodyguard reveals the HORROR THINGS he witnessed between Diddy and Jamie
10:28
100
GITMO - The Execution of the Real Nancy Pelosi
13:12
101
Awake Rapper/Singer M.I.A. has made new claims against Jay-Z and Beyoncé
0:50
102
JOE ROGAN WILL NEVER RESPECT OBAMA AGAIN AFTER THIS!
17:46
103
Diddy Victim Calls For More Arrests
5:07
104
LIL' X IS THE BEST!!!🇺🇸🤗🤗🤗
0:09
105
PUT HIM IN A HOME ALREADY!!!😂😂😂
0:28
106
EXPOSED: The Clintons’ Billion-Dollar Trafficking Empire!
2:07:04
107
Jay-Z is being accused of raping a 13-year-old girl along with Diddy.
0:56
108
Hillary Clinton & Huma Abedin exposed in FRAZZLEDRIP
7:17
109
Ex-Mason Celeb X-Factor Winner Altiyan 'Childs' Exposes the Satanic Cult!
5:14:00
110
Katt Williams Exposes All The Celebs That Slept With Diddy For A Deal
10:07
111
⛔️YOU ARE BEING MIND CONTROLLED WITH YOUR LED ELECTRONICS
2:08
112
Time to Arrest, Trial and Convict those responsible for Crimes Against Humanity
0:44
113
I CAN'T BELIEVE WHAT JUST HAPPENED TO NANCY PELOSI!
13:36
114
🤔 When Billy Corgan Met A Shapeshifter ~ by johnytiger
4:46
115
Dutch Ronald Bernard story of working for Satanic Bankers - MUST WATCH
38:01
116
Whistleblower Ronald Bernard Gives MORE Detail About Satanic Controllers in English 2018
2:14:19
117
Elite Brain Surgeon got CANCELED for Exposing This...
18:33
118
The TRIBUNAL of Hillary Clinton at GITMO - April 2021
23:43
119
Humorous Meme Pardon Of Hunter Biden Clip *
0:56
120
MUSIC RAP ARTIST CELEBRITY🎬🧛‍♂️🎼CHILLINGLY REVEALS HIS DARK SIDE👺🧟‍♂️💫
0:25
121
UNCLE SHITHEAD
0:30
122
12.6.24: CLINTON: Crimes against Children, GITMO FULL, PATEL/HEGSETH cause PANIC, PRAY!
1:03:36
123
12.6.24: CLINTON: Crimes against Children, GITMO FULL, PATEL/HEGSETH cause PANIC, PRAY!
1:03:36
124
Young Blood 🩸 Firms / Relationship To ADRENOCHROME
10:32
125
Must See Trolling Of Israeli Arms Dealers Convention !!!!!! 🚨 😂
0:58
127
Hakeem Jeffries says he can’t figure out DOGE:
0:47
128
Liz Crokin's Pizzagate Documentary
21:58
129
FULL LIST OF PARTICIPANTS AND VICTIMS OF THE DIDDY PARTY
4:22
130
Q: The Plan To Save The World (Full Document)
45:40
131
Obama won't like this!
3:03
132
THE EARTH IS SURROUNDED BY AN ICEWALL HonestWalterWhite Epoisode 106
17:27
133
The 1500 mile tunnel from the Vatican to Jerusalem.
4:16
134
WEIRD HISTORY THE LAST PRESIDENT
22:35
135
Obama Named As First World Leader To Be Prosecuted in Diddy Pedophile Investigation
18:42
136
Was the Evergiven our Red Sea moment
36:21
137
ADRENOCHROME- SIUND OF FREEDOM
3:55
138
THE SECRET OF THE UNDERGROUND
2:56
139
1500 mile tunnel from the Vatican to Jerusalem full with GOLD - SEIZED
4:16
140
TerraMar (by Mouthy Buddha)
16:38
141
PEDO CRIMINALS - ADRENOCHROME - REPTOS - DUMBS
1:36
142
FLOODING DUMBS WEATHER WEAPONS
0:14
143
CELEBRITIES ON THE EPSTEIN LIST BURN THEIR HOUSES TO THE RUINS
1:00
144
THE COMPLETE DIDDLER LIST
4:22
145
OBAMA "GITMO & Platforms" - Time for Retribution and JUSTICE
51:12
146
"THEY EAT US" AND USE FREQUENCIES TO CONTROL US. TMT Exclusive Featuring Dr. Edward Spencer
52:56
147
Pedophile Child Rapist Adrenochrome Ellen DeGeneres and Trump in Plain Sight!
2:17
148
Romania's Next President Declares War on Satanic Pedophilia: 'The Elite’s Reign Ends Now'
16:56
149
Marina Abromovic: Trump is Magician of Highest Order
5:53
150
Hillary Clinton | Days before She DIED > This is UNBELIEVABLE
2:08:29
151
THE PODESTA BROS. REVISITED -- SGT Special Report
15:43
152
THE HUNTER BIDEN LAPTOP PROOF + LINKS 🔗 IN DESCRIPTION
0:17
153
154
April 1, 2020 US Military Bringing Kids Up From Tunnels Under NYC
0:44
156
Joe Rogan Obliterates NASA's Moon Landing Story for 5 Minutes Straight
5:23
157
MIKE TYSON ON ELITE HUMAN HUNTING PARTIES
2:08
158
Ai is wild
0:33
159
STEPHEN A SMITH EXPOSES OPRAH
1:35
160
🚨Chrissy Teigen: John legends’ cannibalistic pedophile wife🚨
5:38
161
Joe Biden really appointed this dude to give bIack communities “health advice”.
1:07
162
CNN: Walmart and other major companies are rolling back their woke DEI policies!
0:46
163
U.S. Special Forces Arrested Kamala Harris & husband Doug Emhoff.
10:32
164
PUTIN'S ADRENO_TASK FORCE! THEY ARE NOT HUMAN! TRUMP'S SPACE FORCE DECODE!
46:55
165
The CIA is deleting this everywhere, i wonder why..
26:51
166
PHIL SCHNEIDER ON THE ENDGAME AND THE ALIEN AGENDA
9:48
168
Shattered Paradise: Satanic Holiday Rituals of the Pedophile Elite Exposed!
45:48
169
The Truth Behind Pedophile Kevin Hart & Mark Wahlberg’s Cryptic Conversations!
3:36
170
THE MOST BANNED VIDEO ONLINE! EXPOSE THEM ALL!
16:38
171
😮OH MY GOSH!!! 😢 What were the plans for all those human body parts!? (Clip from telegram)
1:10
172
JAG Arrests Ellen DeGeneres and Wife Portia De Rosi
11:56
173
NASA wire fails - Taboo Conspiracy - Flat Earth ...
3:57
174
"We're working on a MORINGA Project w/ RFK Jr" (It cleans poisons out of the body) - Trump to Rogan
0:25
175
Maria Abramovic ( Man ) ~ Twisted Satanic Cannibalism
0:25
176
CHILD SEX TRAFFICKING/SATANIC SODOMY TORTURE PRODUCES ADRENOCHROME & DEATH
0:53
177
The Gate of All Nations
32:10
178
Russia Intercepts Israeli Jet Trafficking Adrenochrome Victims to Hollywood
16:26
179
Genesis - Home By The Sea --- [There is no escape.]
6:56
180
Hidden Technology
1:07
181
House Of Maxwell: the truth about Epsteins and Ghislaine Maxwells, bloodlines of Israeli Spies
13:39
182
EVIL🐍OBAMA, "You Just Got to FLOOD Public's Square w/ Enuff Raw SEWAGE"
0:39
183
184
Method Man Predicting The Techno Dystopia, Pandemic, and WWIII In 1995
3:00
185
Humanity Held Hostage By Clones Of Celebrities Who Fuck Kids In The Ass
17:46
186
Andrew Tate is a "Controlled Oposition"
0:46
187
WARNING! TRUMP'S HOMELAND SECURITY BEGINS INSTALLING KLAUS SCHWAB'S AI GOVERNANCE INFRASTRUCTURE!
17:11
188
FUTURE PROVES THAT PAST 11/19/22 🐸 #DDK
13:41
189
A Mortal Man production - The Deep State and Aliens
4:50
190
Katie Johnson's Full Testimony of 2/11/16
29:10
191
DIDDY PEDOPHILIA WITH MIKE TYSON +++
0:18
192
STOLEN HISTORY - Historic accounts that provide evidence of giants
14:25
193
ANOTHER MITCH GLITCH. [He's been saying there will be no recess appt's in Trump’s New Admin]
0:34
194
Funny how this disappeared so fast nobody seems to remember it
2:02
195
🚨Handlers In Plain Sight 🚨Freemasonry “Handles” The US Government 🚨 In Plain Sight 👀🚨
0:52
196
🔻Red Handed
0:40
198
Former UN employee explains the next phase of the agenda
4:51
199
Hidden Tech - UFO's UAP's and Free Energy
1:04:43
200
Joe Rogan says he has grown to like Trump, says Trump made him realize
2:44

SEXUAL HABITS OF FREEMASONRY ~[ STARFISH ABUSERS ]~

5 days ago
606

🚨 ‼️ NEW CLEVELAND CLINIC QUANTUM HEALTHCARE IBM COMPUTER.
MANY KINDS OF MEDBEDS EXIST,

This one [ ZAP ⚡️ ] seems like 👍 the best so far…. ( guessing - Tom Trefts Veterans Health Researcher ) … saw a picture of Trump checking them out.

PDF ~ https://zapsurgical.com/wp-content/uploads/ZAP_Patient_Brochure_DIGITAL.pdf

1.) https://consultqd.clevelandclinic.org/quantum-computing-debuts-at-cleveland-clinic

LOCATED IN THE LERNER INSTITUTE MAIN CAMPUS https://www.lerner.ccf.org/

CLEVELAND CLINIC CEO https://my.clevelandclinic.org/staff/5752-tomislav-mihaljevic

DARPA Quantum Benchmarking Proposal. https://my.clevelandclinic.org/research/computational-life-sciences/discovery-accelerator/our-projects

DARPA Quantum Benchmarking Proposal
CCF PI: Daniel Blankenberg
This is a federal award from the United States Defense Advanced Research Projects Agency (DARPA) to develop a quantum computing benchmarking framework for quantum computing architectures that can overcome any failures in hardware or software. It will lead to the development and analysis of various computational analysis problems to test and evaluate scenarios relevant to a variety of fields — including genomics, computational biology, protein conformational analysis, protein-drug interaction, radiation therapy planning, healthcare process optimization, computational biology and computational chemistry.

• Investigating Quantum Kernels for Real-World Predictions based on EHRs
CCF PI: Mina Chung
This project will explore the benefits of quantum computing to study the risk factors for cardiovascular complications following non-cardiac surgery. Major adverse cardiac events are a leading cause of non-cardiac morbidity and mortality around the time of surgery. By applying quantum machine learning techniques, we can enhance our understanding of the risk factors, improve patient outcomes and potentially reduce healthcare costs and utilization by facilitating clinical decision-making. The results of this project can also help determine if quantum computing-based machine learning algorithms can improve patient outcomes in other clinical settings.

Leveraging Quantum Computing for T-Cell Receptor Engineering
CCF PI: Timothy Chan
Cleveland Clinic and IBM are combining artificial intelligence and quantum computing to advance a key biomedical task in cancer immunotherapy design. The project’s goal is to engineer optimal immune T-cells and immune T-cell receptors that are highly efficient at killing cancer cells. The team will achieve this by combining knowledge of classical and quantum computing algorithms with Cleveland Clinic’s novel experimental data sets.

Quantum Algorithms for Feature Identification and Feature Selection
CCF PI: Xiaojuan Li
This project aims to leverage the power of quantum computing algorithms to optimize feature identification and feature selection in healthcare and life sciences (HCLS) data sets. Cleveland Clinic and IBM will identify optimal ways to represent HCLS datasets using fewer features. This will help to represent noisy datasets that are common bottlenecks for performance. By creating a better understanding of this problem in the context of quantum computing, we will help guide future research efforts, as well as hardware and software development. A deeper understanding of this field will also help with the improvement of classical AI algorithms.

Quantum Algorithms to Improve Early Lung Cancer Detection Biomarkers
CCF PI: Peter Mazzone
Cleveland Clinic and IBM are evaluating the potential for quantum computing to develop early lung cancer detection with blood tests and other easy-to-use biomarkers.
Early detection of lung cancer improves patient outcomes. Despite this, the success of lung cancer screening is limited by strict eligibility criteria, slow uptake, poor adherence to annual screening and the impact of false positives (e.g. lung nodules) on patient outcomes. This project will explore an easy-to-use, accurate and inexpensive molecular biomarker (e.g. blood test) to improve lung cancer screening outcomes. Cleveland Clinic and IBM are evaluating the potential for quantum computing to improve the accuracy of early lung cancer detection biomarkers.

Quantum-Enabled Machine Learning Optimization of Antibiotic Choice Prior to Culture Result
CCF PI: Sandip Vasavada
Cleveland Clinic and IBM are combining artificial intelligence with quantum computing to advance a key biomedical task for prediction of antibiotic resistance. Antibiotic resistance is rampant and increasing worldwide, and a main driver of resistance is the inappropriate use and overuse of antibiotics. This project aims to create a model using utility-scale quantum machine learning to predict antibiotic resistance for urinary tract infections. This model can help decrease the amount of antibiotics unnecessarily prescribed. It will also be one of the first utility-scale quantum experiments for healthcare and life science applications using a targeted 50-100 qubits.

Quantum Simulations of Biochemical Reactions
CCF PI: Charis Eng
This project aims to perform quantum simulations to study chemical reactions in important biological processes. Through simulations, we may develop a deeper understanding of biomedical reactions that can lead to human disease. Currently, performing these types of simulations is quite limited by existing computing technology. Cleveland Clinic and IBM plan to address this by developing new quantum simulation algorithms as the first of their kind to be demonstrated on a quantum computer. One of the most significant benefits of this work is that it will allow researchers to stop relying on low-accuracy methods and instead make use of more precise quantum simulations that can potentially lead to new therapies.

The IBM Quantum System One is installed in the Lerner Research Institute on Cleveland Clinic’s main campus. Cleveland Clinic and IBM researchers already are devising projects that will bring quantum computing and the Discovery Accelerator’s other components to bear on highly complex challenges in areas such as drug discovery and design, genomic analysis, molecular modeling and medical imaging.
“This technology holds tremendous promise in revolutionizing healthcare and expediting progress toward new cares, cures and solutions for patients,” says Tom Mihaljevic, MD, Cleveland Clinic CEO and President and Morton L. Mandel CEO Chair. “Quantum and other advanced computing technologies will help researchers tackle historic scientific bottlenecks and potentially find new treatments for patients with diseases like cancer, Alzheimer’s and diabetes.”
Quantum advantages
Quantum computing is a radically new and rapidly evolving computing technology that has the potential to dramatically change how data is analyzed and what can be discovered from it. It uses the principles of quantum mechanics — which describe the strange ways that nature works at the subatomic level — to solve problems too complicated or massive for classical computers.
Traditional digital computers operate with binary information-storing bits, which function in only one state at a time — off or on, zero or one. Although powerful, bit-based computers struggle with problems that have multiple variables interacting in complex ways, such as trying to predict what 3D shape a chain of protein molecules will form.
Quantum computers use units of information called quantum bits, or qubits, which exist in multiple states simultaneously (a condition known as superposition). That capability allows qubits to hold much more information than binary bits and interact in novel ways (called entanglement and interference) to process data. Using qubits, quantum computers can create multidimensional computing environments in which the patterns that link seemingly disparate individual data points emerge.
Quantum computers can operate substantially faster and at a larger scale than classical computers, meaning they will be superior for certain data- and time-intensive uses, such as probing complex biological processes and systems. For example, simulating the energy configuration of a single caffeine molecule would require 1048 bits — an impossible processing task even for today’s most powerful supercomputers. A quantum computer could represent the molecular configuration of caffeine with 160 qubits.
The Quantum System One in place at the Discovery Accelerator uses IBM’s 127-qubit Eagle processor. Within three years, the Discovery Accelerator will be the first client facility to host IBM’s next-generation quantum computer, the 1,000+ qubit Quantum System Two. The 1,000-qubit threshold is an inflection point at which problems will be solved more efficiently on quantum computers than on the world’s best supercomputers.
The need for speed
Speed and efficiency are vital at a time when researchers are awash in information that must be analyzed to be understood and acted on. The volume of healthcare data — such as information from clinical trials, disease registries, electronic health records and medical devices — is growing at a compound annual growth rate of 36%. At present, it takes an average of 17 years for a scientific discovery in a biomedical research lab to become a tangible therapy or diagnostic test available to patients.
“It still takes forever to go from a question to an answer,” says Lara Jehi, MD, Cleveland Clinic’s Chief Research Information Officer and Discovery Accelerator Executive Program Leader. “It’s frustrating because at the same time in this digital age, we have all the data. We should be able to come up with better answers more quickly, but we can’t because the data is too much for classical computing tools to handle.”
Although other institutions may be able to access quantum computing via the cloud, they could encounter long wait times and limits on usage. “It’s hard to lead in that situation,” Dr. Jehi says. “Fortunately, thanks to our partnership with IBM, Cleveland Clinic has its own quantum computer, in the middle of one of the top healthcare systems in the world.”
More computing capabilities
In addition to quantum computing, the Discovery Accelerator’s suite of advanced computing technologies includes artificial intelligence (AI) and high-performance computing (HPC) through the hybrid cloud.
AI involves advanced computer algorithms and systems that learn from data, organize knowledge and make inferences and deductions. AI is important in areas such as natural language processing, image analysis and speech recognition, which are useful in biomedical research and clinical care. Recent advances in deep learning and foundation models have potential to leverage complex data across the biomedical spectrum, from molecular and protein data to omics and electronic health records. AI surrogate models are accelerating and lowering the cost of computing simulations in tasks such as protein structure prediction. AI generative models are valuable for scaling hypotheses generation, which is a key in drug and biomarker design and discovery.
HPC uses clusters of powerful processors, working in massively parallel fashion, to analyze huge datasets and solve complex problems at extremely high speeds — typically more than a million times faster than desktop or laptop computers and servers. HPC runs on clusters of high-speed computer servers networked together. In healthcare research, the power of HPC can be used for complicated processes and projects such as DNA sequencing, drug discovery and design, rapid cancer diagnosis, molecular modeling, and running artificial intelligence algorithms and simulations.
Research focus and projects
To maximize the impact of its advanced computing resources, the Discovery Accelerator will focus on eight cross-cutting areas of research that bridge multiple biomedical domains, systems, organs and diseases. This integrative approach means that discoveries in one focus area will have a synergistic effect, accelerating progress across the enterprise. The priority areas are:
• Drug discovery
• Clinical translation
• Bedside translation
• Population health
• Healthy behaviors
• Omics
• Physiology
• Imaging
Cleveland Clinic and IBM already have begun a robust portfolio of research projects likely to produce high-impact results.
Projects include:
• Developing a quantum computing method to explore protein-drug interactions, improving the process of screening and optimizing drugs targeted to specific proteins.
• Developing AI-based predictive systems and other analytic tools to search databases of human gene sequences and the molecular targets of existing drugs, looking for matches that could indicate therapeutic potential in Alzheimer’s disease and dementia.
• Creating an analytic environment in the hybrid cloud to support single-omics research, a field that involves simultaneously profiling the state and interactions of DNA, RNA, proteins and other components of a single cell to gain insights into cellular mechanisms and how specific types of cells and their genetic material affect, and are affected by, disease.
The Discovery Accelerator could hold the key to making drug discovery more expeditious and cost-effective, says Shaun Stauffer, PhD, Director of Cleveland Clinic’s Center for Therapeutics Discovery.
“It’s going to change the vector,” says Dr. Stauffer, whose team is working closely with IBM to leverage AI and molecular dynamics modeling to streamline the drug discovery process.
“A big part of drug discovery is risk mitigation and risk removal,” he says. “With computational science, we have an opportunity to make smarter decisions upfront and reduce the number of compounds we have to synthesize to identify a clinical candidate. These new tools will have embedded knowledge about what to avoid. We’ll receive a clear option that should allow us to get from point A to point B with a much higher level of confidence.”
Collaboration opportunities
Access to quantum computing and the Discovery Accelerator’s other advanced computing resources and expertise isn’t limited to Cleveland Clinic and IBM researchers.
The facility is seeking collaborators from diverse fields — pharmaceutical companies, academic medical centers, hospital systems, diagnostic testing laboratories, healthcare software and electronic health record system developers, research institutions, colleges and universities, government organizations, biotechnology firms, medical device companies and others.
Collaborators can import their own research project, team up with an existing Discovery Accelerator research project, or utilize the Discovery Accelerator’s computing assets via IBM’s hybrid cloud.
To further encourage collaboration and advancement in quantum computing, Cleveland Clinic is a founding partner of the Life Sciences and Healthcare Quantum Innovation Hub, an initiative led by the Washington, D.C.-based nonprofit development organization Connected DMV. Cleveland Clinic has been tapped to help define quantum computing’s role in the future of healthcare and to educate other health systems about the technology’s possibilities.
Educating a high-tech workforce
A pillar of the Discovery Accelerator’s mission is education — providing training to develop the healthcare research and technology workforce of the future and creating jobs to grow the economy.
The Cleveland Clinic-IBM partnership plans to provide innovative curricula in data science and quantum computing, offering training and certification programs designed for participants ranging from high school to the professional level, with access through grants, scholarships, fellowships and endowments. There will be research symposia and workshops intended for academia, industry, government and the public.
“We need to prepare a workforce that is able to make sense of the new technology,” says Neil Mehta, MD, a Cleveland Clinic internal medicine physician who oversees curriculum and technology as Associate Dean at Cleveland Clinic Lerner College of Medicine and who is helping lead the Discovery Accelerator education efforts along with Christine Moravec, PhD, and IBM colleagues.
“We’re already training people how to be good clinicians and good scientists,” says Dr. Moravec, Director of the Lerner Research Institute’s Research Education and Training Center. “They already speak the language of medicine and science. Now we need to train them how to speak the language of data and computation, too.”
Photo credit: Ryan Lavine for IBM

Loading 5 comments...