🚀 Premium Real MRI Research Dataset — Curated & Ready for Deep Learning
Unlock a rare, real, research-grade MRI collection — fully curated, standardized, and ready for AI projects. This is the kind of dataset used for thesis projects, Q1 journal papers, medical imaging competitions, and high-impact research.
🔥 What’s Inside
3,000+ MRI Volumes (fully de-identified)
Multi-Modal Scans (T1, T2, FLAIR, DWI — depending on project)
Cleaned, Filtered, Normalized
Consistent Research-Ready Formatting (NIfTI + metadata)
Optional Expert Annotations for part of the dataset
Optimized for PyTorch, MONAI, TensorFlow, 3D CNNs, Vision Transformers
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Bachelor/Master/PhD theses
Medical imaging research
Segmentation, classification, anomaly detection
Cross-modality learning
Benchmarking against state-of-the-art models
💡 Why This Dataset Is Special
Collecting & standardizing this kind of data normally requires:
Months of processing
Radiologist supervision
A data engineering pipeline
Here, you get the fully prepared, plug-and-play curated dataset — ready to start training immediately. The dataset provided originate from research projects with formal and recognized ethical approvals, including:
⭐️ IRB – Institutional Review Board (US/Europe)
⭐️ IREC – Independent Research Ethics Committee
And are all collected under ethically approved, legal, and research-grade compliant protocols.
All data are fully De-Identified, HIPAA–Compliant, GDPR–Aligned, and suitable for publication and modeling.
Contact: @HusseinSheikho
@Omidyzd62
Unlock a rare, real, research-grade MRI collection — fully curated, standardized, and ready for AI projects. This is the kind of dataset used for thesis projects, Q1 journal papers, medical imaging competitions, and high-impact research.
🔥 What’s Inside
3,000+ MRI Volumes (fully de-identified)
Multi-Modal Scans (T1, T2, FLAIR, DWI — depending on project)
Cleaned, Filtered, Normalized
Consistent Research-Ready Formatting (NIfTI + metadata)
Optional Expert Annotations for part of the dataset
Optimized for PyTorch, MONAI, TensorFlow, 3D CNNs, Vision Transformers
⚡️ Perfect For
Bachelor/Master/PhD theses
Medical imaging research
Segmentation, classification, anomaly detection
Cross-modality learning
Benchmarking against state-of-the-art models
💡 Why This Dataset Is Special
Collecting & standardizing this kind of data normally requires:
Months of processing
Radiologist supervision
A data engineering pipeline
Here, you get the fully prepared, plug-and-play curated dataset — ready to start training immediately. The dataset provided originate from research projects with formal and recognized ethical approvals, including:
⭐️ IRB – Institutional Review Board (US/Europe)
⭐️ IREC – Independent Research Ethics Committee
And are all collected under ethically approved, legal, and research-grade compliant protocols.
All data are fully De-Identified, HIPAA–Compliant, GDPR–Aligned, and suitable for publication and modeling.
Contact: @HusseinSheikho
@Omidyzd62
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Struggling to get your paper past the desk editor? Your abstract is the gatekeeper—make it irresistible! Here's what real editors from Nature, PNAS, and JAMA look for:
Hook with the Problem: Start with a clear, urgent gap in the field. E.g., "Despite advances in AI, 70% of models fail in real-world clinical settings due to data bias."
Methods in a Nutshell: Summarize your approach without jargon overload—focus on innovation.
Results That Pop: Highlight key findings with quantifiable impact. Avoid vague claims!
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Temporal-Aware Multimodal Fusion Network for Differential Prodromal Diagnosis of Alzheimer's and Parkinson's Diseases Using Longitudinal Neuroimaging and Digital Biomarkers
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journal: Q1 and Q2
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journal: Q1 and Q2
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❤7
Exploring the Impact of Social Media Engagement, Employee Training, Dietary Habits, Online Learning, and Physical Activity on Job Satisfaction: The Mediating Role of Work-Life Balance
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journal: Q1 and Q2
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❤4
🚀 Premium Real MRI Research Dataset — Curated & Ready for Deep Learning
Unlock a rare, real, research-grade MRI collection — fully curated, standardized, and ready for AI projects. This is the kind of dataset used for thesis projects, Q1 journal papers, medical imaging competitions, and high-impact research.
🔥 What’s Inside
3,000+ MRI Volumes (fully de-identified)
Multi-Modal Scans (T1, T2, FLAIR, DWI — depending on project)
Cleaned, Filtered, Normalized
Consistent Research-Ready Formatting (NIfTI + metadata)
Optional Expert Annotations for part of the dataset
Optimized for PyTorch, MONAI, TensorFlow, 3D CNNs, Vision Transformers
⚡️ Perfect For
Bachelor/Master/PhD theses
Medical imaging research
Segmentation, classification, anomaly detection
Cross-modality learning
Benchmarking against state-of-the-art models
💡 Why This Dataset Is Special
Collecting & standardizing this kind of data normally requires:
Months of processing
Radiologist supervision
A data engineering pipeline
Here, you get the fully prepared, plug-and-play curated dataset — ready to start training immediately. The dataset provided originate from research projects with formal and recognized ethical approvals, including:
⭐️ IRB – Institutional Review Board (US/Europe)
⭐️ IREC – Independent Research Ethics Committee
And are all collected under ethically approved, legal, and research-grade compliant protocols.
All data are fully De-Identified, HIPAA–Compliant, GDPR–Aligned, and suitable for publication and modeling.
Contact: @HusseinSheikho
@Omidyzd62
Unlock a rare, real, research-grade MRI collection — fully curated, standardized, and ready for AI projects. This is the kind of dataset used for thesis projects, Q1 journal papers, medical imaging competitions, and high-impact research.
🔥 What’s Inside
3,000+ MRI Volumes (fully de-identified)
Multi-Modal Scans (T1, T2, FLAIR, DWI — depending on project)
Cleaned, Filtered, Normalized
Consistent Research-Ready Formatting (NIfTI + metadata)
Optional Expert Annotations for part of the dataset
Optimized for PyTorch, MONAI, TensorFlow, 3D CNNs, Vision Transformers
⚡️ Perfect For
Bachelor/Master/PhD theses
Medical imaging research
Segmentation, classification, anomaly detection
Cross-modality learning
Benchmarking against state-of-the-art models
💡 Why This Dataset Is Special
Collecting & standardizing this kind of data normally requires:
Months of processing
Radiologist supervision
A data engineering pipeline
Here, you get the fully prepared, plug-and-play curated dataset — ready to start training immediately. The dataset provided originate from research projects with formal and recognized ethical approvals, including:
⭐️ IRB – Institutional Review Board (US/Europe)
⭐️ IREC – Independent Research Ethics Committee
And are all collected under ethically approved, legal, and research-grade compliant protocols.
All data are fully De-Identified, HIPAA–Compliant, GDPR–Aligned, and suitable for publication and modeling.
Contact: @HusseinSheikho
@Omidyzd62
❤2
Thermodynamic Learning Machines - Non-Equilibrium Framework for Optimal Learning via Maximum Entropy Production, Group Equivariant Operators and Critical Phase Transitions with Bounds on Sample Complexity
Field: Computer Science
Specialization: Machine Learning
journal: Q1 and Q2
Price: 1500$
Contact: @HusseinSheikho
@Omidyzd62
Field: Computer Science
Specialization: Machine Learning
journal: Q1 and Q2
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Contact: @HusseinSheikho
@Omidyzd62
❤2
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❤1
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@HusseinSheikho | @Omidyzd62
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@HusseinSheikho | @Omidyzd62
❤1
🚀 Ready-to-Submit Q1 Journal Paper — Limited Availability
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Field: AI + Medical Imaging
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@HusseinSheikho | @Omidyzd62
Title: AI-Powered Multimodal Fusion Framework for Early Diagnosis of Neurodegenerative Disorders
Field: AI + Medical Imaging
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@HusseinSheikho | @Omidyzd62
❤1
🚀 Ready-to-Submit Q1 Journal Paper — Limited Availability
Title: Quantum Coherence in Microtubule Networks Enables Long-Range Electron Transfer Triggering Coordinated Apoptosis Across Tumor Populations Revealing Non-Chemical Cancer Therapy Through Resonant Electromagnetic Field Modulation
Field: Cancer Biology, Quantum Biology, Biophysics, computer science
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@HusseinSheikho | @Omidyzd62
Title: Quantum Coherence in Microtubule Networks Enables Long-Range Electron Transfer Triggering Coordinated Apoptosis Across Tumor Populations Revealing Non-Chemical Cancer Therapy Through Resonant Electromagnetic Field Modulation
Field: Cancer Biology, Quantum Biology, Biophysics, computer science
Status: Theoretical Foundation Established, Experimental Validation Ongoing
Specialization: Quantum Oncology, Non-Invasive Therapy, Tumor Physics
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@HusseinSheikho | @Omidyzd62
🚀 Ready-to-Submit Q1 Journal Paper — Limited Availability
Title: Tumor Microenvironment pH-Responsive Nanorobots with Autonomous Swarm Intelligence Enable Targeted Drug Delivery to Cancer Stem Cell Niches Using Magnetic Navigation and Peer-to-Peer Communication
Field: Nanomedicine, Robotics, Cancer Stem Cell Biology
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@HusseinSheikho | @Omidyzd62
Title: Tumor Microenvironment pH-Responsive Nanorobots with Autonomous Swarm Intelligence Enable Targeted Drug Delivery to Cancer Stem Cell Niches Using Magnetic Navigation and Peer-to-Peer Communication
Field: Nanomedicine, Robotics, Cancer Stem Cell Biology
Status: Preclinical Large Animal Studies (Non-Human Primates)
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@HusseinSheikho | @Omidyzd62
❤3
🚀 Ready-to-Submit Journal Paper
Target Journal: Nature Biomedical Engineering
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Title: Real-Time Intraoperative Cancer Margin Detection Using Spiking Neural Networks and Analog In-Memory Computing
Field: Biomedical Engineering, Computer Science, Digital Pathology
Status: Feasible and Implementable - Technology components exist separately, integration needed
Specialization: Neuromorphic Computing, Real-Time Medical Imaging, Computational Pathology
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📩 DM for abstract preview and sample pages.
@HusseinSheikho | @Omidyzd62
Target Journal: Nature Biomedical Engineering
🚀 High-impact submission ready for Nature-family journals
Title: Real-Time Intraoperative Cancer Margin Detection Using Spiking Neural Networks and Analog In-Memory Computing
Field: Biomedical Engineering, Computer Science, Digital Pathology
Status: Feasible and Implementable - Technology components exist separately, integration needed
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📩 DM for abstract preview and sample pages.
@HusseinSheikho | @Omidyzd62
❤4
🚀 Ready-to-Submit Journal Paper
Target Journal: Scientific Reports
🚀 High-impact submission ready for Nature-family journals
Title: Real-Time Prediction of Suicidal Ideation Using Wearable Physiological Data and Temporal Convolutional Networks in High-Risk Clinical Populations
Field: Clinical Psychology, Digital Mental Health, Machine Learning
Status: Feasible & Implementable – All sensors and models commercially available
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📩 DM for abstract preview and sample pages
@HusseinSheikho | @Omidyzd62
Target Journal: Scientific Reports
🚀 High-impact submission ready for Nature-family journals
Title: Real-Time Prediction of Suicidal Ideation Using Wearable Physiological Data and Temporal Convolutional Networks in High-Risk Clinical Populations
Field: Clinical Psychology, Digital Mental Health, Machine Learning
Status: Feasible & Implementable – All sensors and models commercially available
Specialization: Digital Phenotyping, Suicide Prevention, Wearable Computing
✔️ Full code + large wearable dataset (N>800)
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💲 Price: $2500
📩 DM for abstract preview and sample pages
@HusseinSheikho | @Omidyzd62
❤1
🚀 Ready-to-Submit Journal Paper
Target Journal: Scientific Reports
Title: Ultra-Low-Dose Psilocybin Effects on Default Mode Network Functional Connectivity in Treatment-Resistant Depression: A Double-Blind Randomized Controlled Trial
Field: Clinical Psychology, Psychedelic-Assisted Therapy, Neuroimaging
Status: Fully completed Phase II trial dataset
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@HusseinSheikho | @Omidyzd62
Target Journal: Scientific Reports
Title: Ultra-Low-Dose Psilocybin Effects on Default Mode Network Functional Connectivity in Treatment-Resistant Depression: A Double-Blind Randomized Controlled Trial
Field: Clinical Psychology, Psychedelic-Assisted Therapy, Neuroimaging
Status: Fully completed Phase II trial dataset
Specialization: Psychedelic Medicine, fMRI, Major Depressive Disorder
✔️ Full raw fMRI + clinical scales dataset
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💲 Price: $2500
📩 DM for abstract preview and sample pages
@HusseinSheikho | @Omidyzd62
❤1
🚀 Ready-to-Submit Journal Paper
Target Journal: Scientific Reports
Title: Ultra-Low-Dose Psilocybin Effects on Default Mode Network Functional Connectivity in Treatment-Resistant Depression: A Double-Blind Randomized Controlled Trial
Field: Clinical Psychology, Psychedelic-Assisted Therapy, Neuroimaging
Status: Fully completed Phase II trial dataset
Specialization: Psychedelic Medicine, fMRI, Major Depressive Disorder
✔️ Full raw fMRI + clinical scales dataset
✔️ All figures + extended data ready
✔️ IRB + Schedule I licensing approved
✔️ 0% plagiarism, pre-registered on ClinicalTrials.gov
💲 Price: $2500
📩 DM for abstract preview and sample pages
@HusseinSheikho | @Omidyzd62
Target Journal: Scientific Reports
Title: Ultra-Low-Dose Psilocybin Effects on Default Mode Network Functional Connectivity in Treatment-Resistant Depression: A Double-Blind Randomized Controlled Trial
Field: Clinical Psychology, Psychedelic-Assisted Therapy, Neuroimaging
Status: Fully completed Phase II trial dataset
Specialization: Psychedelic Medicine, fMRI, Major Depressive Disorder
✔️ Full raw fMRI + clinical scales dataset
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✔️ IRB + Schedule I licensing approved
✔️ 0% plagiarism, pre-registered on ClinicalTrials.gov
💲 Price: $2500
📩 DM for abstract preview and sample pages
@HusseinSheikho | @Omidyzd62
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🚀 Ready-to-Submit Journal Paper
Target Journal: Scientific Reports
Title: Ecological Momentary Assessment and Machine Learning Prediction of Borderline Personality Disorder Symptom Fluctuations in Daily Life: A 28-Day Intensive Longitudinal Study
Field: Clinical Psychology, Personality Disorders, Ambulatory Assessment
Status: Dataset already collected (N=180 patients, >25,000 EMA prompts)
Specialization: EMA, Dynamic Structural Equation Modeling, BPD
✔️ Full R/Mplus code + raw EMA dataset
✔️ Network graphs, predictive performance tables ready
✔️ Multicenter ethics approval
✔️ End-to-end guidance guaranteed
💲 Price: $2500
📩 DM for abstract preview and sample pages
@HusseinSheikho | @Omidyzd62
Target Journal: Scientific Reports
Title: Ecological Momentary Assessment and Machine Learning Prediction of Borderline Personality Disorder Symptom Fluctuations in Daily Life: A 28-Day Intensive Longitudinal Study
Field: Clinical Psychology, Personality Disorders, Ambulatory Assessment
Status: Dataset already collected (N=180 patients, >25,000 EMA prompts)
Specialization: EMA, Dynamic Structural Equation Modeling, BPD
✔️ Full R/Mplus code + raw EMA dataset
✔️ Network graphs, predictive performance tables ready
✔️ Multicenter ethics approval
✔️ End-to-end guidance guaranteed
💲 Price: $2500
📩 DM for abstract preview and sample pages
@HusseinSheikho | @Omidyzd62
❤1
🚀 Ready-to-Submit Journal Paper
Target Journal: Scientific Reports
Title: Transdiagnostic Prediction of Psychotherapy Outcome Using Natural Language Processing of Session Trannoscripts: A Large-Scale Multisite Study
Field: Clinical Psychology, Psychotherapy Research, NLP
Status: 1,200+ transcribed therapy sessions already processed
Specialization: Computational Psychotherapy, BERT-based models, Outcome Prediction
✔️ Full Python code + anonymized trannoscript dataset
✔️ LIWC + BERT feature importance figures ready
✔️ Multiple IRB approvals + informed consent
✔️ 0% AI-generated text in manunoscript
💲 Price: $2500
📩 DM for abstract preview and sample pages
@HusseinSheikho | @Omidyzd62
Target Journal: Scientific Reports
Title: Transdiagnostic Prediction of Psychotherapy Outcome Using Natural Language Processing of Session Trannoscripts: A Large-Scale Multisite Study
Field: Clinical Psychology, Psychotherapy Research, NLP
Status: 1,200+ transcribed therapy sessions already processed
Specialization: Computational Psychotherapy, BERT-based models, Outcome Prediction
✔️ Full Python code + anonymized trannoscript dataset
✔️ LIWC + BERT feature importance figures ready
✔️ Multiple IRB approvals + informed consent
✔️ 0% AI-generated text in manunoscript
💲 Price: $2500
📩 DM for abstract preview and sample pages
@HusseinSheikho | @Omidyzd62
❤2
🚀 Elite Research & Simulation Services — For Those Who Want Results, Not Excuses
Ready to level up your academic game?
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No drama. No delays. Just solid work that speaks for itself.
📬 DM for samples, pricing, or custom projects:
@HusseinSheikho | @Omidyzd62
Ready to level up your academic game?
We deliver premium, publication-ready work that hits hard and stands out.
🔥 What we offer:
• Q1–Q4 journal papers (engineering, CS, medical, all fields)
• Master’s & PhD thesis support (full chapters, analysis, defense-ready)
• High-end simulations (MATLAB, Python, ANSYS, FLUENT, PLAXIS & more)
• Deep-tech modeling: AI, ML, optimization, control, signal processing
• Data analysis, coding, visualization & result interpretation
• Professional editing for top-tier journals
• Topic selection & research strategy tailored to your goals
💯 Everything is clean, precise, and crafted to professional standards.
No drama. No delays. Just solid work that speaks for itself.
📬 DM for samples, pricing, or custom projects:
@HusseinSheikho | @Omidyzd62
❤1