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Miller, Kai J.

https://orcid.org/0000-0002-6687-6422

Mayo Clinic

Mayo Clinic

Citations 76

American Clinical Neurophysiology Society Technical Standards for Electrical Stimulation With Intracranial Electrodes for Functional Brain Mapping and Seizure Induction
Arya, Ravindra , Baumer, Fiona M. , Jayakar, Prasanna, Kheder, Ammar , Lesser, Ronald P. , Miller, Kai J. , Nuwer, Marc R. , Pedersen, Nigel P. , Ritaccio, Anthony L. , Sabsevitz, David S. , So, Elson L., Tatum, William O. , Templer, Jessica W. , Baumer, Fiona M , Arya, Ravindra , Templer, Jessica W , Chauvel, Patrick , Frauscher, Birgit , Lega, Bradley Charles , Sinha, Saurabh R. , Schuele, Stephan

Journal of Clinical Neurophysiology | February 13, 2025 | Volume: 42 | Issue: 3 | Pages: 190-200

10.1097/wnp.0000000000001149 Get It

Purpose: These American Clinical Neurophysiology Society technical standards suggest best practices for electrical stimulation mapping (ESM) with subdural and stereotactic depth electrodes for seizure induction and mapping of brain function. Methods: A working group was convened from American Clinical Neurophysiology Society membership with expertise in ESM. PubMed searches were performed to identify pertinent peer-reviewed literature. Recurrent meetings reviewed progress, built consensus by discussion, and developed evidence-based recommendations to the extent possible. Recommendations: Stimulators used for ESM should have sufficient dynamic range, ability to interrupt a stimulus train, and ictal disrupt mechanism(s). Charge density should be calculated for the specific electrodes and ESM settings, the maximum safe limits being 52 to 57 μC/cm 2 /phase for subdural electrodes and not established for stereotactic depth electrodes. Subdural ESM for functional mapping is typically performed at 50-Hz pulse frequency, 200- to 300-µs pulse width, 2- to 8-s train duration, and 1- to 20-mA current strength. Stereo ESM is commonly performed using 2 different pulse frequencies: 1 Hz (300–500 µs pulse width, train duration up to 30 s, and often a constant current of 3–5 mA), and 50 Hz (100–500 µs pulse width, train duration 2-8 s, and 0.5–10 mA current intensity). Conclusions: This guideline provides technical standards for the performance of ESM, which will likely evolve over time with advances in technology and additional evidence (also see Graphical Abstract).
Kainic Acid Pig Model of Hippocampal Epilepsy
Mívalt, Filip , Maltais, Daniela D., Kim, Inyong , Began, Patrik, Lopez, Andrea Duque , Krakorova, Veronika, Winter, Bailey , Kuo, Cheng Yen, Sharma, Shelja, Harty, Elizabeth S., Kim, Luke H., Gregg, Nicholas, Montonye, Dan , Gow, Christopher, Miller, Kai J. , Leyde, Kent, Chang, Su-Youne , Gregg, Nicholas M. , Kremen, Vaclav , Gregg, Nicholas M , Duque Lopez, Andrea M , Mivalt, Filip , Kim, Jiwon W. , Kuo, Cheng Yen, Sharma, Shelja, Harty, Elizabeth S., Kim, Luke H., Montonye, Dan , Gompel, Jamie J. Van , Křemen, Václav , Worrell, Gregory A.

No container title available | January 22, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1101/2025.01.22.634312 Get It

Abstract Translational large-animal models that can accommodate human-scale implantable devices are essential for advancing neuromodulation therapies in epilepsy. This study establishes a kainic acid (KA)-induced porcine model of mesial temporal lobe epilepsy (mTLE) using clinical imaging, stereotactic surgery, and a fully implantable neural stimulation and recording (INSR) device designed for humans. Seven pigs (six KA-treated and one saline control) underwent MRI-guided stereotactic implantation of electrodes targeting bilateral hippocampus (HPC) and anterior thalamus (ANT), followed by intra-hippocampal KA or saline infusion. Local field potentials (LFP) were recorded continuously with synchronized video monitoring. Seizures and LFP interictal epileptiform-like discharges (IEDs) were quantified using validated automated detectors. Histology was performed in the saline control and the longest surviving KA-treated pig. Intra-hippocampal KA infusion induced acute status epilepticus in all (6/6) treated pigs. Four animals survived to chronic monitoring with spontaneous seizures observed in three pigs (2,733 seizures; mean duration of 27.2 ± 17.6 seconds). IEDs were observed in bilateral HPC of all animals, including saline control, with higher rates in the lesioned HPC (p <0.0001). While the IED morphology is consistent with epileptiform activity; IEDs alone are not specific for epilepsy and physiological transients (e.g. sharp-wave ripples) and injury-related hyperexcitability or strain-specific hyperexcitability cannot be excluded. Histological analysis revealed patchy neuronal loss and cytoarchitectural changes in HPC. This porcine model reproduces electrophysiological features of human mTLE. This approach provides a powerful translational bridge for developing and testing next-generation INSR and neuromodulation strategies in freely behaving large animals.
Parameterization of intraoperative human microelectrode recordings: Linking action potential morphology to brain anatomy
Baker, Matthew , Klassen, Bryan T. , Jensen, Michael A. , Valencia, Gabriela Ojeda , Heydari, Hossein, Ince, Nuri F. , Müller, Klaus‐Robert , Miller, Kai J. , Baker, Matthew R , Jensen, Michael A , Müller, K. Robert

No container title available | January 22, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1101/2025.01.20.633934 Get It

Abstract Deep brain stimulation (DBS) is a targeted manipulation of brain circuitry to treat neurological and neuropsychiatric conditions. Optimal DBS lead placement is essential for treatment efficacy. Current targeting practice is based on preoperative and intraoperative brain imaging, intraoperative electrophysiology, and stimulation mapping. Electrophysiological mapping using extracellular microelectrode recordings aids in identifying functional subdomains, anatomical boundaries, and disease-correlated physiology. The shape of single-unit action potentials may differ due to different biophysical properties between cell-types and brain regions. Here, we describe a technique to parameterize the structure and duration of sorted spike units using a novel algorithmic approach based on canonical response parameterization, and illustrate how it may be used on DBS microelectrode recordings. Isolated spike shapes are parameterized then compared using a spike similarity metric and grouped by hierarchical clustering. When spike morphology is associated with anatomy, we find regional clustering in the human globus pallidus. This method is widely applicable for spike removal and single-unit characterization and could be integrated into intraoperative array-based technologies to enhance targeting and clinical outcomes in DBS lead placement. Author summary We developed a new algorithmic approach to capture the structure of single neuron electrophysiology from microelectrode recordings during deep brain stimulation surgery. This method has broad applications for spike characterization, clustering, removal from the background field potential, and comparison across recording sites. Using this technique, we illustrate regional clustering of spike morphologies in the human globus pallidus.
A real-time HFO detection framework for localization of SOZ in iEEG recording of patients with epilepsy
Besheli, Behrang Fazli , Swamy, Chandra Prakash , Ayyoubi, Amir Hossein , Branco, Luciano R. F., Gavvala, Jay R. , Miller, Kai J. , Ince, Nuri F. , Gavvala, Jay R , Worrell, Gregory A. , Sha, Zhiyi

2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) | December 17, 2024 | Volume: No volume available | Issue: No issue available | Pages: 1-4

10.1109/embc53108.2024.10781609 Get It

Pseudo-HFOs Elimination in iEEG Recordings Using a Robust Residual-Based Dictionary Learning Framework
Besheli, Behrang Fazli , Sha, Zhiyi , Ayyoubi, Amir Hossein , Swamy, Chandra Prakash , Henry, Thomas R. , Miller, Kai J. , Parker, Jonathon J. , Darrow, David , Ince, Nuri F. , Fazli Besheli, Behrang , Worrell, Gregory A.

IEEE Journal of Biomedical and Health Informatics | December 12, 2024 | Volume: 29 | Issue: 2 | Pages: 857-869

10.1109/jbhi.2024.3516613 Get It

Principles of Stereotactic Surgery
Jensen, Michael A. , Neimat, Joseph S. , Kerezoudis, Panagiotis , Ali, Rushna , Halpern, Casey H. , Ojemann, Steven , Ponce, Francisco A. , Lee, Kendall H. , Haugen, Laura M., Permezel, Fiona , Klassen, Bryan T. , Miller, Kai J. , Permezel, Fiona E , Klassen, Bryan T , Kondziolka, Douglas , Miller, Kai J , Ali, Rushna , Jensen, Michael A , Richardson, Robert Mark , Kondziolka, Douglas

Operative Neurosurgery | December 3, 2024 | Volume: 28 | Issue: 3 | Pages: 303-321

10.1227/ons.0000000000001422 Get It

BACKGROUND AND OBJECTIVES: Stereotactic procedures are used to manage a diverse set of patients across a variety of clinical contexts. The stereotactic devices and software used in these procedures vary between surgeons, but the fundamental principles that constitute safe and accurate execution do not. The aim of this work is to describe these principles to equip readers with a generalizable knowledge base to execute and understand stereotactic procedures. METHODS: A combination of a review of the literature and empirical experience from several experienced surgeons led to the creation of this work. Thus, this work is descriptive and qualitative by nature, and the literature is used to support instead of generate the ideas of this framework. RESULTS: The principles detailed in this work are categorized based on 5 clinical domains: imaging, registration, mechanical accuracy, target planning and adjustment, and trajectory planning and adjustment. Illustrations and tables are used throughout to convey the concepts in an efficient manner. CONCLUSION: Stereotactic procedures are complex, requiring a thorough understanding of each step of the workflow. The concepts described in this work enable functional neurosurgeons with the fundamental knowledge necessary to provide optimal patient care.
A General Framework for Characterizing Inaccuracy in Stereotactic Systems
Jensen, Michael A. , Neimat, Joseph S. , Kerezoudis, Panagiotis , Ali, Rushna , Halpern, Casey H. , Ojemann, Steven , Ponce, Francisco A. , Lee, Kendall H. , Haugen, Laura M., Klassen, Bryan T. , Miller, Kai J. , Kondziolka, Douglas , Miller, Kai J , Ali, Rushna , Jensen, Michael A , Richardson, Robert Mark , Kondziolka, Douglas

Operative Neurosurgery | December 3, 2024 | Volume: 28 | Issue: 3 | Pages: 322-336

10.1227/ons.0000000000001423 Get It

BACKGROUND AND OBJECTIVES: Identifying and characterizing sources of targeting error in stereotactic procedures is essential to maximizing accuracy, potentially improving surgical outcomes. We aim to describe a generic framework which characterizes sources of stereotactic inaccuracy. METHODS: We assembled a list of stereotactic systems: ROSA, Neuromate, Mazor Renaissance, ExcelsiusGPS, Cirq, STarFix (FHC), Nexframe, ClearPoint, CRW, and Leksell. We searched the literature for qualitative and quantitative work identifying and quantifying potential sources of inaccuracy and describing each system's implementation using Standards for Reporting Qualitative Research guidelines. Our literature search spanned 1969 to 2024, and various studies were included, with formats ranging from phantom studies to systematic reviews. Keyword searches were conducted, and the details about each system were used to create a framework for identifying and describing the unique targeting error profile of each system. RESULTS: We describe and illustrate the details of various sources of stereotactic inaccuracies and generate a framework to unify these sources into a single framework. This framework entails 5 domains: imaging, registration, mechanical accuracy, target planning and adjustment, and trajectory planning and adjustment. This framework was applied to 10 stereotactic systems. CONCLUSION: This framework provides a rubric to analyze the sources of error for any stereotactic system. Illustrations allow the reader to understand sources of error conceptually so that they may apply them to their practice.
Spectral changes in motor thalamus field potentials during movement
Klassen, Bryan T. , Baker, Matthew , Jensen, Michael A. , Valencia, Gabriela Ojeda , Miller, Kai J. , Baker, Matthew R , Ojeda Valencia, Gabriela , Klassen, Bryan T , Jensen, Michael A

Journal of Neurophysiology | November 26, 2024 | Volume: 133 | Issue: 1 | Pages: 101-108

10.1152/jn.00419.2024 Get It

We studied movement-associated spectral changes in human motor thalamus and observed focal increases in broadband power with movement. This biomarker may be used as a tool for intraoperative functional mapping, DBS targeting, and closed-loop device control.
Clinical Evaluation of the NaviNetics Stereotactic System Using Intraoperative Portable Surgical Imaging System in DBS Surgery
Shin, Jee Won , Mandybur, Ian, Hussein, S.H., Klassen, Bryan T. , Gregg, Nick, Miller, Kai J. , Shin, Hojin , Vansickle, David, Lee, Kendall H. , Scheitler, Kristen M. , Sharaf, Basel , Mandybur, Ian, Grewal, Sanjeet S. , Chang, Jin Woo , Oh, Yoonbae

Operative Neurosurgery | November 18, 2024 | Volume: 29 | Issue: 1 | Pages: 93-101

10.1227/ons.0000000000001427 Get It

BACKGROUND AND OBJECTIVES: A typical workflow for deep brain stimulation (DBS) surgery consists of head frame placement, followed by stereotactic computed tomography (CT) or MRI before surgical implantation of the hardware. At some institutions, this workflow is prolonged when the imaging scanner is located far away from the operating room, thereby increasing workflow times by the addition of transport times. Recently, the intraoperative O-arm has been shown to provide accurate image fusion with preoperative CT or MR imaging, suggesting the possibility of obtaining an intraoperative localization scan and postoperative confirmation. In this article, we aim to evaluate the compatibility of the stereotactic frame system with the intraoperative O-arm system regarding lead accuracy and surgical flow. METHODS: A total of 17 patients undergoing DBS surgery for movement disorders were evaluated. One patient underwent both the stereotactic CT and O-arm localization, while 16 patients underwent only intraoperative O-arm localization. Following lead placement, intraoperative O-arm imaging was obtained to evaluate the accuracy of the lead placement. Accuracy was defined as the error measured as the distance from the center of the planned trajectory to the cannula. RESULTS: Less than 0.1 mm difference was found between the O-arm imaging technique and CT image localization of the NaviNetics stereotactic head frame in DBS surgery. Of the 16 patients who underwent the intraoperative O-arm imaging alone, the targets included bilateral ventral intermediate nucleus (16 leads), bilateral globus pallidus internus (4 leads), and subthalamic nucleus (12 leads). The mean ± SD radial error in the probe's eye view was 0.71 ± 0.33 mm for n = 32 leads. No tract hemorrhage was observed. CONCLUSION: Intraoperative O-arm imaging can be used safely and effectively for stereotactic registration and lead placement confirmation with the stereotactic system in both awake and asleep DBS surgery.
The canine homolog of human receptive speech area responds selectively to social reinforcement
Miller, Kai J. , Lampert, F. , Kim, Inyong , Ince, Nuri F. , Hermes, Dora, Lampert, Frederik, Mívalt, Filip , Kim, Jiwon W. , Křemen, Václav , Baker, Matthew , Boom, Max van den , Hermes, Dora , Coenen, Volker Arnd , Schalk, Gerwin , Brunner, Peter , Worrell, Gregory A.

No container title available | October 16, 2024 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-5183241/v1 Get It

Abstract Studying mammalian brain function aids our understanding of human brain evolution. We implanted a beagle with a prototype human neuromodulation platform that measures activity from the brain surface. One year later, a set of simple sensory tasks was performed, finding visual and somatosensory representation in the canine homologs of the expected areas in humans. Surprisingly, the canine anterior ectosylvian gyrus, which is anatomically homologous to human receptive speech areas, was selectively active during independent social reinforcement tasks. This suggests that human speech understanding may have evolved from more general mammalian brain structures that are specialized for social reinforcement.