🧠 Advancing Precision in Brain Tumor Diagnosis with Machine Learning

Presenter: Sarvesh Amatya
Affiliation: Alexander Dreyfoos School of the Arts, United States
Presentation Type: Oral Presentation (Virtual)
Title: Precision Glioma Grading Using Voting-Based Feature Selection and Ensemble Machine Learning with Clinical and Molecular Data

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🔬 Presentation Highlights

∙ Clinical Challenge: Around 80,000 primary brain tumor cases are diagnosed annually in the U.S., with gliomas accounting for nearly 25%. Survival ranges dramatically—from 16 years (low-grade) to 8 months (glioblastoma multiforme).

∙ WHO 2021 Update: The revised classification by the World Health Organization emphasizes molecular profiling for accurate glioma diagnosis and treatment planning.

∙ Problem: Expanding molecular mutation panels (20+ markers) increase diagnostic costs and resource burden.

∙ Innovative Approach: Implementation of a voting-based feature selection framework integrating seven complementary feature selection techniques using TCGA glioma datasets.

∙ Advanced Analytics: Evaluation through an ensemble of six machine-learning classifiers, generating 171 ensemble configurations including hard voting, soft voting, and stacking strategies.

∙ Key Findings:

• Reduced optimal feature set from 23 to 8 key molecular & clinical variables (vs. 14 selected by Lasso).

• Achieved high predictive accuracy (up to 0.882) using stacking ensembles (SVM+SGD, AdaBoost+SVM+SGD).

• Maintained diagnostic performance while significantly improving feature efficiency.

∙ Impact: Enables cost-effective, high-accuracy glioma grading, improving accessibility and healthcare equity while minimizing unnecessary molecular testing.

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🎤 Why This Matters

This research bridges computational intelligence and clinical oncology, offering a scalable, cost-efficient solution for molecular brain tumor classification—paving the way toward precision medicine with broader global accessibility.

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🔗 Join the Conference

Event: International Conference on Neurology and Neuroscience
📅 March 23–25, 2026
📍 Singapore & Online

🌐 Website: https://neurocareconference.com/
🧬 Submit Abstract: https://neurocareconference.com/abstract-submission
📝 Register: https://neurocareconference.com/register

Be part of groundbreaking discussions shaping the future of neurology, neuroscience, and AI-driven diagnostics!

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#Neurology #Neuroscience #GliomaResearch #BrainTumor #MachineLearningInMedicine #PrecisionMedicine #MedicalAI #EnsembleLearning #ClinicalResearch #NeuroOncology #HealthcareInnovation #BrainCancerResearch #SingaporeConference #NeuroCare2026 #GlobalHealthcare

🌍 Join Us at the International Conference on Neurology and Neuroscience 2026

We are excited to invite researchers, clinicians, academicians, and healthcare professionals to participate in the International Conference on Neurology and Neuroscience, happening from March 23–25, 2026, in Singapore and Online.

This premier global event will highlight groundbreaking research, emerging technologies, and clinical innovations in neurology and neuroscience. Whether attending in person or virtually, participants will gain valuable insights and networking opportunities with international experts.

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🔗 Get Involved

🧬 Submit Your Abstract: https://neurocareconference.com/abstract-submission
📝 Complete Your Registration: https://neurocareconference.com/register
🌐 Visit the Official Website: https://neurocareconference.com/

📞 Contact Us

📧 neurology@mathewsconference.com
📞 +1 (312) 462-4448
💬 WhatsApp: +1 (424) 377 0967

Be part of this international scientific platform shaping the future of brain and neurological research.

#NeurologyConference #Neuroscience #BrainResearch

📢 Official Announcement: Neuro Care-2026

We are delighted to officially announce the International Conference on Neurology and Neuroscience, scheduled to take place on March 23–25, 2026, in Singapore and Online.

This global platform will bring together leading neurologists, neuroscientists, clinicians, researchers, academicians, and healthcare professionals to explore the latest advancements, research innovations, and clinical breakthroughs in neurology and neuroscience.

Join us for three days of scientific exchange, keynote presentations, research discussions, networking opportunities, and collaborative learning in one of Asia’s leading innovation hubs — Singapore.

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🔗 Important Links

🧬 Abstract Submission: https://neurocareconference.com/abstract-submission

📝 Register Now: https://neurocareconference.com/register

🌐 Conference Website: https://neurocareconference.com/

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📩 Contact Information

Email: neurology@mathewsconference.com
Phone: +1 (312) 462-4448
WhatsApp: +1 (424) 377 0967

Be part of this international scientific gathering and contribute to shaping the future of neurology and neuroscience research. We look forward to welcoming you to Neurology and Neuroscience 2026.

#Neurology #Neuroscience #BrainScience #HealthcareResearch

🧠 Early Bird Registration Closing Soon – Neurology & Neuroscience 2026

Early Bird Registration for the International Conference on Neurology and Neuroscience is closing very soon. Register now to take advantage of special discounted rates and secure your participation in this premier global scientific event.

The conference will be held on March 23–25, 2026, in Singapore and Online, bringing together neurologists, neuroscientists, clinicians, researchers, academicians, and healthcare professionals from around the world.

🌟 Benefits of Early Bird Registration

• Reduced registration fees

• Option to attend In-Person or Online

• Access to scientific sessions, keynote talks, and workshops

• Global networking and collaboration opportunities

• Conference certification and international exposure

🧠 Scientific Focus Areas

• Clinical Neurology and Neuroscience

• Neurophysiology and Neurodiagnostics

• Brain Disorders and Neurodegenerative Diseases

• Cognitive Neuroscience and Mental Health

• Stroke, Epilepsy, and Neuromuscular Disorders

🔗 Important Links

📝 Register Now: https://neurocareconference.com/register
🌐 Conference Website: https://neurocareconference.com/
📩 Contact Email: neurology@mathewsconference.com

Don’t miss this opportunity—register early and save while securing your place at Neurology and Neuroscience 2026.

#NeurologyConference #Neuroscience #EarlyBirdRegistration

🧠 Call for Abstracts – International Conference on Neurology and Neuroscience 2026

 We are delighted to announce the Call for Abstracts for the International Conference on Neurology and Neuroscience, taking place on March 23–25, 2026, in Singapore and Online.

This international scientific forum welcomes researchers, neurologists, neuroscientists, clinicians, academicians, students, and healthcare professionals to share their latest research findings, clinical studies, and innovations in the field of neurology and neuroscience.

🔬 Why Submit Your Abstract?

• Present your research to a global audience
• Gain international recognition and academic exposure
• Network with leading experts and peers
• Exchange knowledge on emerging trends and technologies
• Contribute to advancing neurological and brain sciences

🧠 Scientific Areas Include:

• Clinical Neurology
• Neuroscience Research
• Neurophysiology & Neurodiagnostics
• Brain Disorders & Neurodegenerative Diseases
• Stroke, Epilepsy & Neuromuscular Disorders
• Cognitive Neuroscience & Mental Health
• Neuroimaging & Neural Engineering

🔗 Important Links

🧬 Submit Abstract: https://neurocareconference.com/abstract-submission
📝 Register: https://neurocareconference.com/register
🌐 Website: https://neurocareconference.com/
📩 Contact Email: neurology@mathewsconference.com

#Neurology #Neuroscience #NeuroResearch #ClinicalNeurology #Neurophysiology #BrainScience #NeuroDiagnostics #MedicalConference #HealthcareResearch #InternationalConference #SingaporeConference #HybridConference #CallForAbstracts

🧠 Advancing Neurodiagnostics: Optimizing Reference Electrode Placement in Ulnar Nerve Studies

Presenter: Salim Hirani (BCUHB, United Kingdom)
Presentation Type: Oral Presentation
Title: Placement of reference electrode position in motor nerveconduction study of ulnar nerve while recording from FDI

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🔬 Presentation Highlights
∙ Clinical Focus: Improving diagnostic accuracy in ulnar nerve entrapment at the wrist and elbow.
∙ Challenge Addressed: Difficulty in reference electrode placement while recording from the First Dorsal Interosseous (FDI) muscle due to positive deflection.
∙ Study Design: Nerve conduction studies performed on 46 hands using standardized departmental protocols.
∙ Comparative Analysis: Reference electrode placement evaluated at five anatomical locations.
∙ Key Findings:
– FDI tendon at digit II showed consistent positive deflection.
– Thumb placement elevated baseline, affecting distal motor latency accuracy.
– ADM tendon at the base of digit V provided the clearest baseline and most reliable results with higher amplitude ranges.
∙ Conclusion: Placement of the reference electrode at the ADM tendon (digit V) is the most reliable method for accurate motor nerve conduction studies of the ulnar nerve.
∙ Clinical Impact: Supports standardized electrode placement and reinforces the need for normative data collection in neurophysiology practice.

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👨‍⚕️ About the Speaker
Salim Hirani is a highly experienced Neurophysiology professional with 28+ years of expertise in Neurophysiology and 5 years in Cardiopulmonary diagnostics.
∙ BSc graduate from Karachi University, Pakistan
∙ Registered Technologist (ECNE Board, UK) and RCCP member
∙ Worked across three countries in Neurophysiology
∙ Established a new Neurophysiology Department at Torbay Hospital
∙ Published multiple peer-reviewed and open-access research papers, including a well-recognized study on refined grading of Carpal Tunnel Syndrome (CTS)

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🎓 What Will the Audience Learn?
Participants will gain practical insights into accurate reference electrode placement, its impact on nerve conduction results, and the importance of aligning techniques with normative neurophysiological data.

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🔗 Join the Conference
Event: International Conference on Neurology and Neuroscience
📅 March 23–25, 2026
📍 Singapore & Online
🧬 Submit Abstract: https://neurocareconference.com/abstract-submission

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#NeurologyConference #Neuroscience2026 #Neurophysiology #NerveConductionStudy #UlnarNerve #ClinicalNeurophysiology #Electrodiagnostics #BrainHealth #NeuroResearch
#HealthcareInnovation #MedicalConference #SingaporeConference #HybridConference
#NeurologyExperts #MathewsConferences

🧠 Advancing Neuroimmunology: A Rare Case Insight into Multiple Sclerosis Therapy

Presenter: Dr. Annabelle Prosser
Affiliation: Frimley Park Hospital, United Kingdom
Presentation Type: Oral / Poster Presentation (as per scientific program)
Title: A case of enterovirus rhombencephalitis associated withocrelizumab therapy used to treat multiple sclerosis

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🔬 Presentation Highlights

▪ Clinical Focus: Rare but severe opportunistic infection linked to B-cell–depleting therapy in relapsing–remitting multiple sclerosis (RRMS).
▪ Therapeutic Context: Ocrelizumab—an anti-CD20 monoclonal antibody—commonly used to reduce immune-mediated CNS damage in MS.
▪ Case Insight: A woman in her 40s on ocrelizumab presenting with vertigo, dysarthria, rigidity, and progressive bulbar dysfunction.
▪ Diagnostic Challenge: Initial investigations inconclusive; definitive diagnosis achieved through MRI findings and CSF enterovirus PCR.
▪ Neurological Complication: Development of post-encephalitic parkinsonian syndrome confirmed via EMG and DaT imaging.
▪ Management Strategy: Prolonged antiviral therapy, IV immunoglobulin, and steroids leading to partial neurological recovery.
▪ Clinical Significance: Highlights the need for early suspicion of opportunistic infections in immunosuppressed MS patients.
▪ Key Takeaway: Timely diagnosis and specialist neurological care are crucial to limit long-term morbidity and improve outcomes.

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👩‍⚕️ About the Speaker

Dr. Annabelle Prosser is a rotational resident doctor at the Royal Surrey County Hospital, UK.
▪ Graduated from Newcastle University Medical School (2024).
▪ Awarded merit for academic excellence during medical training.
▪ Completed international clinical electives in Vietnam and Thailand.
▪ Published work on the UK Foundation Programme platform, recently adapted into an E-book.
▪ Emerging clinician-researcher with a strong interest in neurology and infectious complications of immunotherapy.

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🔗 Join the Conference

Event: International Conference onNeurology and Neuroscience
📅 Dates: March 23–25, 2026
📍 Venue: Singapore & Online
🌐 Website: https://neurocareconference.com/

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#NeurologyConference #Neuroscience2026 #MultipleSclerosis #Neuroimmunology #Ocrelizumab #CaseReport #CNSInfections #ClinicalNeurology #NeuroResearch #MedicalConference #SingaporeConference #BrainHealth #NeuroCare2026 #HealthcareInnovation