Publications
Peer-reviewed articles, preprints, manuscripts in preparation, and conference abstracts spanning Alzheimer's disease and related dementias, systems neuroscience, biomarker modeling, stroke imaging analytics (including lesion–symptom mapping), clinically grounded AI, and implementation science.
About preprints
Preprints are shared for transparency and feedback and have not been certified by peer review. They report medical research that should not be used to guide clinical practice.
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Showing 50 of 50 entries.
Peer-reviewed articles
paper · Proceedings of the National Academy of Sciences
2025Multiarea processing in body patches of the primate inferotemporal cortex implements inverse graphics
Yilmaz H, Shah AD, Letrou A, Kumar S, Vogels R, Yildirim I
systems neurosciencevisioninverse graphicsShows how body-selective patches encode 3D structure using inverse-graphics style computation across inferotemporal areas.
View resource →paper · Pediatric Neurology
2024A case series analysis of pediatric LGI1 encephalitis: clinical course, challenges, and implications
Verma K, Hardy D
pediatric neurologyencephalitiscognitive careLifespan cognitive clinic insights from a pediatric LGI1 encephalitis series, informing adult dementia care pathways.
View resource →paper · Diagnostics
2022Automatic Segmentation and Quantitative Assessment of Stroke Lesions on MR Images
Verma K, Kumar S, Paydarfar D
strokelesion mappingdeep learningbiomarkersDeep-learning lesion segmentation and quantification that underpins our voxel-based lesion–symptom mapping efforts with Dell Medical School.
View resource →paper · NeuroSci
2022How Do We Connect Brain Areas with Cognitive Functions? The Past, the Present and the Future
Verma K, Kumar S
cognitionnetwork neurosciencepsychometricsInvited review articulating the clinic-to-cortex framework we use to interpret OASIS-3 psychometrics and neuroimaging data.
View resource →paper · Cerebral Cortex Communications
2022It is not just the category: behavioral effects of fMRI-guided electrical microstimulation result from a complex interplay of factors
Kumar S, Mergen E, Vogels R
microstimulationsystems neurosciencebehaviorfMRI-guided microstimulation work clarifying how causal perturbations of body patches influence categorization behavior.
View resource →paper · eLife
2022Similar neural and perceptual masking effects of low-power optogenetic stimulation in primate V1
Chen CY, Chen YY, Benvenuti G, Kumar S, Ramakrishnan C, Deisseroth K, Geisler WS, Seidemann E
optogeneticsvisionsystems neuroscienceDemonstrates matched neural and perceptual masking from low-power optogenetic stimulation in behaving primates.
View resource →paper · Journal of Cognitive Neuroscience
2019Body patches in inferior temporal cortex encode categories with different temporal dynamics
Kumar S, Vogels R
visiontemporal dynamicsinferotemporal cortexSingle-unit recordings reveal distinct temporal dynamics across body patches that inform our phenotyping work.
View resource →paper · Cerebral Cortex
2019Transformation of visual representations across ventral stream body-selective patches
Kumar S, Popivanov ID, Vogels R
ventral streamvisionsystems neuroscienceQuantifies how visual representations evolve from mid-STS to anterior body patches, motivating current clustering efforts.
View resource →paper · eNeuro
2017Shape selectivity of middle Superior Temporal Sulcus body patch neurons
Kalfas I, Kumar S, Vogels R
shapevisionSTSCo-first author work detailing single-neuron selectivity in the mid-STS body patch.
View resource →paper · Molecular BioSystems
2015Characterization of host response to C. neoformans through quantitative proteomic analysis of cryptococcal meningitis co-infected with HIV
Selvan LDN, Sreenivasamurthy SK, Kumar S, Prasad TSK, et al.
proteomicsneuroinfectionsHIVView resource →paper · Scholars Academic Journal of Biosciences
2015Comparative analysis of anthropometric parameters and lipid profile of type 2 diabetic patients in southwest Punjab
Maria AK, Verma K, Kumar S, Gupta VK, Kumar M
diabetesanthropometricspublic healthAssesses cardiometabolic risk markers that now inform dementia risk profiling.
paper · International Journal of Applied and Basic Medical Research
2014Effect of preeclampsia on insulin sensitivity
Sinha S, Dhaliwal GS, Gupta K, Kumar S, Gupta A
preeclampsiametabolismclinical researchView resource →paper · Clinical Proteomics
2014Host response profile of human brain proteome in toxoplasma encephalitis
Sahu A, Kumar S, Shankar SK, et al.
proteomicsencephalitissystems biologyView resource →paper · Nucleic Acids Research
2014Plasma Proteome Database as a resource for proteomics research: 2014 update
Nanjappa V, Kumar S, Prasad TSK, et al.
proteomicsdatabasesbioinformaticsView resource →paper · PLoS ONE
2014PrediQt-Cx: Post treatment health related quality of life prediction model for cervical cancer patients
Kumar S, Rana ML, Verma K, Singh N, Sharma AK, Maria AK, Dhaliwal GS, Khaira HK, Saini S
predictive modelingoncologyquality of lifeView resource →paper · International Journal of Collaborative Research on Internal Medicine & Public Health
2012Stress leading to overweight/obesity in first MBBS hosteller girls
Verma K, Goyal S
stressobesitystudent health
Preprints
preprint · medRxiv
2025Design-Induced Circularity in Alzheimer Biomarker Trials and Trial-Ready Cohorts: Enrichment, Data-Driven Selection, and Estimand Mismatch
Kumar S, Verma K
Alzheimer's diseasebiomarkerstrial designestimandstransportabilitybiasMethods-focused preprint auditing 72 Alzheimer biomarker trials/cohorts and mechanistically simulating enrichment and selection–inference reuse (“double dipping”). Proposes practical safeguards (explicit target population/estimand, discovery–confirmation separation, and leakage-prevention reporting).
View resource →preprint · arXiv
2025Primary Care Diagnoses as a Reliable Predictor for Orthopedic Surgical Interventions
Verma K, Michels A, Gumusaneli E, Chitnis S, Kumar S, Thompson C, Esmail L, et al.
AIclinical decision supportorthopedicsValidates BooksMed-derived predictors that generalize beyond neurology.
View resource →preprint · arXiv
2023Emulating Human Cognitive Processes for Expert-Level Medical Question-Answering with Large Language Models
Verma K, Kumar S, Wottrich S, López KR, Aggarwal N, Bhatt Z, Singh A, et al.
AIclinical decision supportneurologyIntroduces ExpertMedQA/BooksMed, demonstrating higher accuracy than Med-PaLM 2, Almanac, and GPT-4 on physician-scored neurology benchmarks.
View resource →
In preparation
paper · Manuscript in preparation
2025A fast and robust retinotopic-scale representation of occluding edges in macaque V1
Kumar S, Chen YC, Seidemann E
visionoptogeneticsscene segmentationExtends our SFN 2021 findings on V1 segmentation mechanisms.
paper · Manuscript in preparation
2025Dementia modulates the distributed representations of cognitive functions
Verma K, Kumar S
psychometricsAβ-PETnetwork neuroscienceFull manuscript expanding on the AAN/Neurology 2023 abstract using OASIS-3 data.
paper · Manuscript in preparation
2025Disease modifying therapies in Alzheimer's: Are we there yet?
Verma K, Kumar S
anti-amyloidimplementation sciencereviewPerspective on anti-amyloid rollout challenges drawn from Express Dementia Care work.
Conference presentations & abstracts
poster · American Academy of Neurology Annual Meeting
2026Ear-Specific Word Recognition and MRI Laterality in Dementia: An Exploratory Clinic-Based Pilot
Kumar S, Gohmert A, Burnett E, Verma K
auditoryMRIpilotposter · American Academy of Neurology Annual Meeting
2026Express Dementia Care in East Texas (EDCC): An Integrated, Closed-loop Model to Shorten Time-To-Diagnosis and Improve Caregiver Outcomes
Verma K, Voyles H, Burnett E, Kumar S, Gohmert A, Schmitt A
care pathwaysrural healthimplementationposter · American Academy of Neurology Annual Meeting
2026Health Disparities and Diagnostic Challenges in Anti-Amyloid Therapy Implementation: A Rural Texas Experience
Burnett E, Voyles H, Kumar S, Verma K
anti-amyloidhealth equityimplementationposter · American Academy of Neurology Annual Meeting
2026Psychometrics and Aβ-PET Jointly Stratify Clinical Dementia Severity
Verma K, Kumar S
Aβ-PETpsychometricsdementiaposter · American Academy of Neurology Annual Meeting
2026Unsupervised Clustering Reveals a Reproducible Language-Dominant Phenotype Across FTD Stages
Kumar S, Verma K
FTDunsupervised learninglanguageposter · American Academy of Neurology Annual Meeting
2024An Expert-Level Artificial Intelligence Model in Neurology Simulating Human Cognitive Processes
Verma K, Abdurashidova M, Motina M, Wottrich S, López K, Moodley M, Kumar S, et al.
AIclinical decision supportView resource →poster · American Academy of Neurology Annual Meeting
2023Dementia Modulates the Distributed Representations of Cognitive Functions
Verma K, Kumar S
psychometricsnetwork neuroscienceposter · Neurology 100(17_suppl_2):0104
2023Dementia Modulates the Distributed Representations of Cognitive Functions (P4-12.011)
Verma K, Kumar S
psychometricsnetwork neuroscienceView resource →poster · Texas Neurological Society Meeting
2023Imaging and psychometric evidence to support clinical dementia grading
Verma K, Kumar S
psychometricsimplementationposter · Child Neurology Society, Cincinnati
2022Model development for automatic segmentation of chronic stroke lesions
Verma K, Kumar S
strokelesion mappingposter · Society for Neuroscience Annual Meeting
2021A fast and robust retinotopic-scale representation of occluding edges in macaque V1 suggests an active role for V1 in scene segmentation
Kumar S, Chen YC, Seidemann E
visionoptogeneticsscene segmentationposter · Society for Neuroscience Annual Meeting
2021Automatic segmentation of stroke lesions on MR images for voxel-based lesion-symptom mapping
Verma K, Kumar S
strokelesion mappingdeep learningtalk · Dell Medical School Cerebrovascular Research Interest Group
2021How do we connect brain areas to cognitive functions?
Verma K, Kumar S
cognitionnetwork neuroscienceposter · Vision Sciences Society Annual Meeting
2021Inverse graphics explains population responses in body-selective regions of the primate inferotemporal cortex
Yilmaz H, Shah AD, Kumar S, Vogels R, Tenenbaum JB, Yildirim I
visioninverse graphicsposter · Dell Medical Research Day
2020Addressing subjectivity in clinical practice: A conceptual framework for quantifying patient-reported outcomes
Verma K, Kumar S
patient-reported outcomesimplementationtalk · Texas Pediatric Neuroscience Network Conference
2020Epilepsy before and after surgical intervention
Verma K, Clarke D
epilepsypediatricstalk · Cold Spring Harbor NAISys Meeting
2020Inverse graphics explains population responses in body-selective regions of the primate inferotemporal cortex
Yilmaz H, Shah AD, Kumar S, Vogels R, Tenenbaum JB, Yildirim I
visioninverse graphicsposter · Society for Neuroscience Annual Meeting
2019Neural and perceptual correlates of nonlinear interactions between visual and optogenetic stimulation in behaving macaque V1
Kumar S, Chen CY, Chen YY, Benvenuti G, Whitmire MP, Geisler WS, Seidemann E
optogeneticsvisionposter · Belgian Brain Congress / Frontiers in Neuroscience Abstracts
2018Effect of electrical microstimulation of the anterior Superior Temporal Sulcus body patch on visual categorization tasks
Mergan E, Kumar S, Vogels R
STSmicrostimulationView resource →poster · Society for Neuroscience Annual Meeting
2018The effect of electrical microstimulation of a body patch on visual categorization tasks
Kumar S, Mergen E, Vogels R
microstimulationvisionposter · Journal of Vision / Vision Sciences Society Annual Meeting
2017Modeling the shape selectivity of single neurons of a macaque body patch
Kalfas I, Kumar S, Vogels R
shapevisionView resource →poster · Society for Neuroscience Annual Meeting
2017Monkey brain fMRI responses to custom-designed animations of monkey hand- and tail-grasping actions
Vissers MM, Sharma S, Fiave PA, Kumar S, Nelissen K
fMRImotorvisionposter · Society for Neuroscience Annual Meeting
2017Stimulus selectivity of macaque middle and anterior superior temporal sulcus body patches
Kumar S, Popivanov ID, Vogels R
visionSTSposter · Society for Neuroscience Annual Meeting
2016Coding of viewpoint, posture and identity of bodies in the macaque midSTS body patch
Kumar S, Vogels R
visionSTSposter · Society for Neuroscience Annual Meeting
2016Increased viewpoint-tolerant coding of body posture and identity in the anterior compared to the midSTS body patch
Vogels R, Kumar S
visionSTSposter · Society for Neuroscience Annual Meeting
2015Neural encoding of shapes in the middle superior temporal sulcus (mid-STS) body patch neurons
Kumar S, Vogels R
visionSTSposter · Belgian Society for Neuroscience / Frontiers in Neuroscience
2015Single unit feature selectivity of the midSTS body patch: adaptive stimulus sampling and modeling
Kumar S, Vogels R
visionSTSView resource →talk · KARMIC – Annual International Medical Research Conference
2013Results of the project Malnutrition and Developmental Milestones (MDM)
Verma K, Kumar S
developmentnutrition