🚀 Premium Real MRI Research Dataset — Curated & Ready for Deep Learning

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3,000+ MRI Volumes (fully de-identified)

Multi-Modal Scans (T1, T2, FLAIR, DWI — depending on project)

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Optional Expert Annotations for part of the dataset

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Collecting & standardizing this kind of data normally requires:

Months of processing

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A data engineering pipeline
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⭐️ IREC – Independent Research Ethics Committee
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Contact: @HusseinSheikho
@Omidyzd62

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

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🔥 “New Premium Dataset Release”

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@HusseinSheikho | @Omidyzd62

🚀 Ready-to-Submit Q1 Journal Paper — Limited Availability

Title: AI-Powered Multimodal Fusion Framework for Early Diagnosis of Neurodegenerative Disorders
Field: AI + Medical Imaging
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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
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🚀 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

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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

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Specialization: Neuromorphic Computing, Real-Time Medical Imaging, Computational Pathology

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@HusseinSheikho | @Omidyzd62

🚀 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
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Specialization: Digital Phenotyping, Suicide Prevention, Wearable Computing
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🚀 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
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🚀 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
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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
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Specialization: EMA, Dynamic Structural Equation Modeling, BPD
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🚀 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
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✔️ Full Python code + anonymized trannoscript dataset
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Target Journal: Scientific Reports
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Target Journal: Scientific Reports

Title:An Explainable Graph Neural Network Framework with Attention-Based Multi-Omics Fusion for Interpretable Anticancer Drug Response Prediction


Field: Computer science, Computational Oncology, Bioinformatics, Machine Learning
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@HusseinSheikho | @Omidyzd62