Ibrahim Mohammadzadeh @Ibrahim__mdz
MD | Researcher in stereotactic & skull base surgery, neuroendovascular, radiosurgery & AI in neurosurgery Joined October 2020-
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Ibrahim Mohammadzadeh retweeted
Hot off the press! Radial-first approach is shaping neuroendovascular practice. But which radial-specific catheter delivers? Special thanks to Drs @Starkeneurosurg, @AmirHFaraji, & @RahmaniRedi for their guidance and to team for their excellent work. Link:link.springer.com/article/10.100…
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Thrilled to share our new publication in Neurosurgical Review! AI as predictors of meningioma recurrence: & meta-analysis. Grateful for the valuable support of @BorgheiRazaviMD , @Bardii47 & Abdul. 🔗 doi.org/10.1007/s10143… #Neurosurgery #AI #Radiomics #BrainTumor
Our new study is out in Endocrine We reviewed how machine learning models can predict post-op remission in pituitary adenoma. Huge thanks to @Ricardokomotar ,@DoctorAaronson ,@doctorgunkan ,@Bardii47 , @AliMortezaei97 and @VratkoH 📎 doi.org/10.1007/s12020…
Our new paper on ML-based prediction of pituitary adenoma recurrence just published in BMC Endocrine Disorders! Grateful to Dr @BorgheiRazaviMD , Dr @MichaelKarsy , Dr @Bardii47 and Dr @m_m_sbh for their incredible supports and collaborations. doi.org/10.1186/s12902…
Ibrahim Mohammadzadeh retweeted
Our systematic review & meta-analysis evaluated outcomes of stereotactic radiosurgery (SRS) for tumor-related trigeminal neuralgia (TRTN) across 19 studies (n=454). 📌 73% achieved adequate pain relief 📌 38% became completely pain-free 📌 14% experienced adverse radiation…
Ibrahim Mohammadzadeh retweeted
Our systematic review & meta-analysis on postoperative SRS for intracranial SFT/HPCs (n=228) reveals: 📌 94% 1-year local tumor control 📌 85% 5-year overall survival 📌 6% adverse radiation effect SRS offers a safe, effective adjuvant strategy for these rare aggressive tumors.…
Ibrahim Mohammadzadeh retweeted
Just published in World Neurosurgery! Our SRMA evaluates ML-based models for preop differentiation of spinal schwannomas vs meningiomas (n=644). 📌 AUC = 0.944 📌 Sensitivity = 91% 📌 Specificity = 92% ML tools show strong diagnostic power—supporting surgical decision-making. 🔗…
Ibrahim Mohammadzadeh retweeted
Our systematic review & meta-analysis on ML models predicting EGFR status in NSCLC brain metastases is now published in BMC Cancer! 📌 AUC 0.91 📌 Accuracy 0.82 📌 Sensitivity 0.87 | Specificity 0.86 ML offers a non-invasive path to EGFR prediction. 🔗 doi.org/10.1186/s12885……
Ibrahim Mohammadzadeh retweeted
Our systematic review & meta-analysis on stereotactic radiosurgery for pituitary metastases is now published in BMC Radiation Oncology! 📌 92% local control 📌 77% cranial nerve improvement 📌 2% complication rate SRS is effective & safe—but limited in endocrine recovery. 🔗…
Ibrahim Mohammadzadeh retweeted
Our systematic review & meta-analysis on stereotactic radiosurgery for petroclival meningiomas is now published in Acta Neurologica Belgica! 📌 94% LTC 📌 87–94% PFS 📌 5% complication rate SRS is effective & safe as both primary and adjuvant treatment. 🔗 doi.org/10.1007/s13760……
Ibrahim Mohammadzadeh retweeted
In the Journal of Neuro-Oncology, the Stanford neurosurgery team studied PIK3CA-mutated meningiomas looking at targeted therapy approaches.
New paper out in @NRADjournal : “Can machine learning predict hematoma progression after TBI?” A meta-analysis showing AI’s edge in clinical decision-making. Read here: doi.org/10.1007/s00234… #AI #MachineLearning #TBI #Neuroradiology
Ibrahim Mohammadzadeh retweeted
New study comparing Onyx, Squid, and n-BCA for MMA embolization in cSDH just out in @NRADjournal! Very grateful to our amazing team! @nadir_alsaidi @KTaghlabi @Bardii47 @Ibrahim__mdz @RahmaniRedi @visishs @JanKarlBurkhar1 & @AmirHFaraji Link:B2n.ir/eh9832
Our latest paper is out in Clinical Neurology & Neurosurgery We conducted a meta analysis on ML models predicting recurrence in HGG. Huge thanks to @BorgheiRazaviMD for his constant mentorship, and to my co-authors, esp. @Bardii47 & @AliMortezaei97 doi.org/10.1016j.cline…
Excited to share our new paper in Neurosurgical Review We analyzed 79,638 pts on AI-based survival prediction in HGG. Huge thanks to @BorgheiRazaviMD for his mentorship & support, and to my amazing co-authors esp @Bardii47 & Abdulrahman! doi.org/10.1007/s10143…
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