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285 citation(s) found for "S, Sandeep C".

To Lengthen or Revise: Reevaluating Anterior Acetabular Overhang Thresholds in Iliopsoas Impingement After Total Hip Arthroplasty
Clark, David S , Yanamala, Sandeep R , Helgeson, Emma E , Berry, Daniel J , Levy, Bruce A , Taunton, Michael J

Journal of Bone and Joint Surgery | October 9, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.2106/jbjs.26.00011 | PMID 42853909 Get It

Background: Iliopsoas impingement (IPI) is a known cause of persistent anterior hip pain following total hip arthroplasty (THA). Management of IPI has often relied on an 8-mm anterior acetabular overhang threshold to guide operative treatment, favoring acetabular revision for greater overhang and iliopsoas tenotomy for lesser overhang. These thresholds were initially established on the basis of the outcomes of open tenotomy, and now, with an improved understanding of IPI and the advent of arthroscopic iliopsoas fractional lengthening (IPFL), a review of the 8-mm threshold is warranted. Methods: A retrospective review was performed to identify patients who underwent arthroscopic IPFL following primary THA between 2017 and 2024, with a minimum follow-up of 1 year. Acetabular overhang was measured for all patients using cross-table lateral radiographs, and patients were stratified into <8-mm and ≥8-mm cohorts. Patient-reported outcome measures, reoperations, revisions, and complications were collected and analyzed on the basis of both the classic 8-mm threshold and continuous statistical methods. Results: We evaluated 86 hips undergoing IPFL. There were 83 patients (30 men and 53 women), with a mean age of 63.0 ± 11.2 years; with regard to race, 80 patients were White, 1 patient was Black or African American, and 2 patients listed other race or chose not to disclose. The acetabular overhang was <8 mm for 67 hips and ≥8 mm for 19 hips. The mean follow-up was 2.5 ± 1.6 years (range, 1 to 7.5 years). When comparing patients with <8-mm and ≥8-mm acetabular overhang, we observed no significant differences (p > 0.06) in the preoperative and postoperative visual analog scale (VAS) pain scores, modified Harris hip score, Single Assessment Numeric Evaluation (SANE) score, Tegner activity level, subjective groin pain improvement, subjective hip flexion strength improvement, and overall satisfaction. Reoperation (2.9% compared with 10.5%; p = 0.210) and acetabular revision rates (1.5% compared with 5%; p = 0.387) were not significantly different between the <8-mm and ≥8-mm overhang groups. Conclusions: Arthroscopic IPFL provided satisfactory outcomes for patients with IPI, independent of the magnitude of acetabular overhang. IPFL should be considered for first-line surgical management of IPI refractory to nonoperative management, even in the setting of substantial acetabular overhang, given positive outcomes and low rates of subsequent acetabular revision. Level of Evidence: Therapeutic Level IV . See Instructions for Authors for a complete description of levels of evidence.
Targeted delivery platforms for in vivo immune cell engineering: emerging strategies for cancer immunotherapy
Rachamala, Hari Krishnareddy, Atla, Sandeep , Angom, Ramcharan Singh , Rachamala, Hari Krishnareddy

Frontiers in Pharmacology | September 21, 2026 | Volume: 17 | Issue: No issue available | Pages: No page available

10.3389/fphar.2026.1936688 Get It

Cancer immunotherapy is a transformative technology allowing for the elimination of malignant cells through immune system stimulation; however, the large-scale clinical application of adoptive cellular therapy technologies is limited due to difficulties in ex vivo immune cell engineering, high costs, and complicated manufacturing process. Recently, in vivo immune cell engineering was discovered as an emerging approach that allows for the genetic reprogramming of immune cells in patients, thus circumventing many problems inherent to traditional cellular therapy technologies. Breakthroughs in targeted drug delivery systems such as cell-penetrating peptides, antibody- and receptor-mediated delivery approaches, lipid nanoparticles (LNPs), polymeric drug carriers, and biomimetic delivery systems allow for the more effective selective delivery of messenger RNA (mRNA), clustered regularly interspaced short palindromic repeats (CRISPR)/Cas gene editing systems, proteins, and other types of cargo to the target immune cells. In vivo immune cell engineering allows for the efficient generation of chimeric antigen receptor T-cells (CAR-T), CAR- natural killer (NK) cells, engineered macrophages, dendritic cells, and other immune cell types; moreover, transient and permanent immune reprogramming is achievable via vivo technologies. The present review discusses the biological barriers limiting immune cell-targeted delivery, including biodistribution, cellular uptake, intracellular transport, and endosomal escape of delivered drugs, and reviews the latest advancements in targeted delivery technologies addressing these obstacles. We also address the latest applications of in vivo immune cell engineering in hematological malignancies and solid tumors, including mRNA therapeutics, CRISPR-based genome editing, and advanced programmable immunotherapy technologies. Furthermore, we discuss unresolved issues related to the specificity of targeting, efficiency of drug delivery, safety of treatment, manufacturing processes, and regulation of in vivo immune engineering technologies and outline future opportunities arising from the integration of nanomedicine, synthetic biology, genome engineering, and artificial intelligence-assisted materials science.
Association Between Large Language Model‐Derived Mobility Functional Status Assessment and Clinical Outcomes
Pagali, Sandeep R. , Liu, Xingyi, Jia, Heling, Fischer, K., Garg, Muskan, Jeon, Eunji , Crowson, Cynthia S., Sauver, Jennifer L. St. , Sohn, Sunghwan , Pagali, Sandeep , Fischer, Karen, St Sauver, Jennifer L , Liu, Xingyi , Jia, Heling, Garg, Muskan , Crowson, Cynthia S.

Journal of the American Geriatrics Society | September 19, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1111/jgs.70732 | PMID 42760637 Get It

ABSTRACT Background Mobility functional status is inconsistently recorded in electronic health records. Recent advances in Large Language Models (LLMs) enable automated extraction of functional information from unstructured clinical notes. Leveraging a validated functional LLM with high performance in mobility extraction, we aimed to study the association between LLM‐derived mobility functional status and clinical outcomes, including emergency department (ED) visits, hospitalizations, and mortality. Methods Individuals aged 60 years and older enrolled in the Mayo Clinic Study of Aging, with documented clinical notes in 2022 were included. Individuals without any identifiable functional information were excluded. The LLM‐derived mobility functional status categorized mobility as impaired or unimpaired, across the five mobility domains as classified by International Classification of Functioning, Disability, and Health. Clinical outcomes in 2023 were extracted from the Rochester Epidemiology Project database. Logistic regression models assessed associations between mobility impairment and outcomes, adjusted for age, sex, Elixhauser comorbidity index, and education. Results Three thousand three hundred thirty‐seven individuals were screened, of whom three hundred forty‐three had no functional information. Two thousand nine hundred ninety‐four individuals were analyzed. 79.4% had at least one mobility impairment. Higher mobility impairment is associated with older age and greater Elixhauser comorbidity. Individuals with 3 or more impairments had an increased adjusted odds of ED visits (Adjusted Odds Ratio (aOR): 2.18 (1.64, 2.90)) and hospitalizations (aOR: 2.35 (1.51, 3.65)) compared to unimpaired individuals ( p < 0.001), while mortality did not demonstrate a significant association with mobility impairment. Conclusion LLM‐derived mobility functional status assessment was associated with ED visits and hospitalization, but not with all‐cause mortality after adjustment. Prospective validation and evaluation of incremental discrimination, calibration, and clinical utility are needed before clinical implementation.
Significant Clinical Improvements Following Arthroscopic Iliopsoas Fractional Lengthening After Total Hip Arthroplasty: A Prospective Multicenter Study
Cabarcas, Brandon C. , Iyer, Sanathan , Yanamala, Sandeep , Ina, Jason , Bishop, Alexander K. , Daniel, Adam V. , Levy, Bruce A. , Hevesi, Mario , Cabarcas, Brandon , Bishop, Alexander , Hevesi, Mario , Ina, Jason G

Arthroscopy, Sports Medicine, and Rehabilitation | August 21, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1002/ars2.70068 | PMID 42630265 Get It

Purpose To prospectively investigate subjective anterior groin pain, patient‐reported outcome measures, complications, reoperation rates, and hip flexion strength after arthroscopic iliopsoas fractional lengthening. Methods From 2023 to 2025, patients with persistent groin pain after total hip arthroplasty refractory to conservative management undergoing arthroscopic iliopsoas fractional lengthening were prospectively identified at 2 tertiary referral centers. Pre‐ and postoperative outcomes at a minimum 6‐month follow‐up including the Visual Analog Scale, Tegner activity scale, Single Assessment Numeric Evaluation, and subjective anterior groin pain and hip flexion strength were analyzed. Results Fifty‐nine hips in 56 patients were included (age: 64.9 ± 9.8 years, 59% women, body mass index: 30.0 ± 5.8 kg/m 2 ) and followed for 10.0 ± 6.9 months postoperatively (range: 4‐25 months). Patients experienced significant ( P < .001) postoperative improvements in the Visual Analog Scale at rest (1.4 ± 2.2 vs 2.8 ± 2.1), Visual Analog Scale with use (3.0 ± 2.9 vs 7.8 ± 1.8), Tegner activity scale (2.8 ± 1.2 vs 2.0 ± 1.0), and Single Assessment Numeric Evaluation score (73.8 ± 22.5 vs 47.7 ± 22.2). Postoperative surgical satisfaction was 8.0 ± 2.7 (scale: 0‐10). Nearly 90% of patients reported feeling much or slightly better regarding their anterior groin pain postoperatively at 2‐week (91%), 6‐week (88%), 3‐month (91%), and final follow‐up (92%). Regarding hip flexion strength, ≥66% reported feeling much or slightly better at 2‐week (73%), 6‐week (95%), 3‐month (89%), and final follow‐up (66%). Three hips (6%) underwent reoperation at the final follow‐up (1 acetabular screw removal with open revision release, 1 revision total hip arthroplasty for loosening, and 1 two‐stage exchange for nonacute periprosthetic joint infection). Conclusions Nearly 90% of patients who underwent arthroscopic iliopsoas fractional lengthening after primary total hip arthroplasty reported improved anterior groin pain, whereas two‐thirds reported increased subjective hip flexion strength throughout the follow‐up. Of note, clinically meaningful improvement in pain at rest was achieved by 50% of patients based on cohort‐specific minimal clinically important difference criteria. Level of Evidence Level IV, retrospective therapeutic case series.
Reproducibility and Robustness of Large Language Models for Mobility Functional Status Extraction
Liu, Xingyi , Garg, Muskan, Jeon, Eunji , Jia, Heling , Sohn, Sunghwan , Garg, Muskan , Sauver, Jennifer L. St. , Pagali, Sandeep R.

2026 IEEE 14th International Conference on Healthcare Informatics (ICHI) | August 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: 1424-1426

10.1109/ichi69079.2026.00227 Get It

The Prevalence of Medical Power of Attorney Documentation in a Large Healthcare System: A Retrospective Cohort Study
Sirilan, Angeli, Ellershaw, Alexandria , Gaidici, Tony , Lahti, Jacob , Ruta, Michael, Elias, Richard, Pagali, Sandeep R. , Balangue, Kristina, Agarwal, Sumit , Agarwal, Nimit , Pagali, Sandeep , Agarwal, Nimit , Gaidici, Tony , Eliáš, Richard

Journal of Palliative Care | August 5, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1177/08258597261472555 | PMID 42554832 Get It

Objective Designation of a Medical Power of Attorney (MPOA) is a key component of advance care planning (ACP) that ensures patient preferences are honored when decision-making capacity is not present. This study aimed to quantify MPOA documentation rates and identify demographic and clinical factors associated with documentation presence. Methods We conducted a retrospective observational study using electronic health record data from 979 610 adult hospitalization encounters representing 459 365 unique patients within a large U.S. healthcare system from January 1, 2020, through December 31, 2021. All hospitalized patients aged ≥18 years were included. The primary outcome was MPOA documentation. Demographic and clinical variables were analyzed using multivariable logistic regression. Statistical significance was defined as P < .05. Results Among 979 610 encounters, 260 752 encounters (26.6%) had documented MPOA. Male sex, White race, older age (67.0 vs 54.3 years), and unmarried status were associated with a higher MPOA documentation rate (all, P < .001). In multivariable analyses, male sex (adjusted odds ratio [AOR], 1.07; 95% CI, 1.06-1.08) and unmarried status (AOR range, 1.41-1.75) were associated with higher odds of MPOA documentation. Dementia (AOR, 1.90; 95% CI, 1.86-1.93) and malignancy (AOR, 2.22; 95% CI, 2.19-2.25) were associated with higher odds, while discharge against medical advice was associated with lower odds (AOR, 0.91; 95% CI, 0.88-0.94) of MPOA documentation. Conclusions MPOA documentation rates were low, highlighting missed opportunities to identify alternate decision makers when a patient lacks capacity. Targeted interventions to promote surrogate decision-maker designation and documentation are needed, especially in inpatient care settings.
Impact of Structural-Level Social Determinants of Health on Stroke Mortality
Bedoya, Juan Pablo Pérez , Chavarriaga-Ríos, Marcia-Cristina, Restrepo, Alejandra Taborda, Bermont, Gerson, Bayona, Hernán, Jiménez-Monsalve, Claudio Alejandro, Pagali, Sandeep R. , Espinosa, Oscar , Pagali, Sandeep , Bayona, Hernán , Monsalve, Claudio Alejandro Jiménez

Neurology Open Access | August 4, 2026 | Volume: 2 | Issue: 3 | Pages: No page available

10.1212/wn9.0000000000000103 Get It

Clinical Outcomes of Multiligament Knee Fracture Dislocation at Minimum 2-year Follow-up
Tagliero, Adam J. , Williams, Jaques, Iyer, Sanathan , Yanamala, Sandeep , Rechter, Griffin, Page, Brendan, Stuart, Michael J. , Krych, Aaron, Levy, Bruce, Tagliero, Adam , Stuart, Michael J , Rechter, Griffin R. , Page, Brendan E. , Krych, Aaron J. , Levy, Bruce

The Journal of Knee Surgery | July 30, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1055/a-2908-2434 | PMID 42532117 Get It

Abstract To report clinical and functional outcomes, including patient-reported outcome measures (PROMs), complications, reoperation rates, and arthritic progression in patients who sustained a knee dislocation (KD) type V fracture dislocation at minimum 2-year follow-up. A retrospective review from a prospectively collected database was performed to identify all patients with a KD type V fracture dislocation between 2001 and 2022 at a single institution. Patient demographics, pre- and postoperative clinical examination findings, intraoperative details, and postoperative complication rates were obtained from medical records. PROMs, including Visual Analog Scale (VAS), Tegner Activity Scale, Lysholm score, and International Knee Documentation Committee Subjective (IKDC) score were analyzed. A total of 11 patients (mean age: 33.9 ± 7.6, mean BMI: 33.5 ± 6.4 kg/m2) were included with a mean follow-up of 6.4 ± 5.4 years. Seven patients (64%) had a tibial plateau fracture involving the weight-bearing surface. Four patients (36%) had a concomitant nerve injury, one patient (9%) had a concomitant vascular injury, three patients (27%) had a concomitant cartilage injury (ICRS grade 3 + ), and seven patients (64%) had a concomitant meniscus injury. In all, 10 patients (82%) underwent fracture fixation. The mean postoperative Kellgren-Lawrence (KL) grade was 3.0 ± 1.0. Postoperative PROMs included VAS at rest of 2.0 ± 2.3, VAS with activity of 3.3 ± 3.2, IKDC of 68.3 ± 22.1, Lysholm of 79.0 ± 23.6, and Tegner of 4.3 ± 1.7. Nine patients (83%) experienced a complication, with four (36%) patients requiring a subsequent reoperation. Patients with a KD V fracture dislocation who underwent surgical management demonstrated high complication and reoperation rates with advanced radiographic evidence of osteoarthritis but ultimately satisfactory functional outcomes at mid-term follow-up. These findings underscore the complexity of KD V injuries and the importance of early recognition, multidisciplinary surgical planning, and patient counseling regarding the prolonged recovery and likelihood of residual symptoms. Level of evidence is IV—retrospective case series.
Sequential multi-site fine-tuning for incremental deployment of large language models for mobility functional status extraction
Liu, Xingyi , Garg, Muskan, Jeon, Eunji , Jia, Heling, Crowson, Cynthia S. , SAUVER, JENNIFER ST, Sohn, Sunghwan , Pagali, Sandeep R. , Garg, Muskan , Sauver, Jennifer L. St.

JAMIA Open | July 20, 2026 | Volume: 9 | Issue: 4 | Pages: No page available

10.1093/jamiaopen/ooag139 | PMID 42519595 Get It

Abstract Objective This study evaluated sequential multi-site fine-tuning of large language models (LLMs), simulating incremental deployment across institutions for extracting mobility functional status from unstructured clinical notes. Materials and Methods We assembled a corpus of 600 clinical notes from 3 institutions, yielding 3810 annotated note sections (1200 training; 2610 testing). Building upon our previously established LLM mobility extraction pipeline, which utilized optimized prompt engineering, we applied parameter-efficient low-rank adaptation (LoRA) fine-tuning. We evaluated sequential multi-site fine-tuning, where the model is trained locally and only the updated LoRA weights are transferred to the next site. We compared this against joint fine-tuning, which requires pooling all multi-site patient data centrally before training. Performance was measured by micro F1-scores for 2 distinct subtasks: mobility extraction and impairment classification. Results Sequential multi-site fine-tuning yielded comparable results to centralized joint fine-tuning for mobility extraction (F1, 0.861 vs 0.894) and impairment classification (F1, 0.912 vs 0.900). Both sequential and joint fine-tuning outperformed an untuned 70B model. Additionally, single-site LoRA models showed robust cross-site generalization. Discussion Sequential multi-site fine-tuning offers a resource-friendly approach to adapt LLMs to clinical environments. By retaining previously acquired knowledge without severe interference, this strategy allows for local fine-tuning at each institution without the need to pool or share sensitive patient data required for joint fine-tuning. Conclusion Sequential multi-site fine-tuning provides a viable solution for the scalable, incremental deployment of LLMs across institutions, showing promising generalizability for clinical information extraction from electronic health record narratives.
Fast Localized Calibration for Spatial‐Spectral Excitation Without Fly‐Back Gradients
Schär, Michael , Ganji, Sandeep , Ganji, Sandeep K , Schär, Michael , Weiss, Robert G., Hays, Allison G

Magnetic Resonance in Medicine | July 9, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1002/mrm.70508 | PMID 42424098 Get It

ABSTRACT Purpose Standard spatial‐spectral excitation pulses apply a fly‐back gradient between sub‐pulses, limiting, for example, how thin the slices can be (> 4 mm). Without fly‐back gradients, slices can be as thin as 1.7 mm but require a phase calibration for the sub‐pulses with inverted gradients due to system imperfections. Here we propose and test a fast (< 1 s), localized pre‐scan enabling thin‐slice frequency‐selective excitation. Methods The calibration pre‐scan determines the correction phase between even and odd sub‐pulses by measuring the phase difference of two FIDs excited with either the last or second‐to‐last RF sub‐pulse of the spatial‐spectral pulse. Non‐localized and localized versions of the calibration pre‐scan are tested and validated for water‐only excitation in phantoms and the human heart. As an example, breath‐held coronary MR angiography is performed with a spiral multi‐slice sequence employing the proposed pulses with a slice thickness of 1.7 mm. Results The proposed calibration pre‐scan takes 11.1 ms per slice, whether it is localized or not. Localized calibration phases are validated with an image‐based calibration map. Slice profiles are visualized for pulses with different time‐bandwidth products. Fat is suppressed to below 20% and 25% of the surrounding water signal in both phantoms and the human heart, respectively. High‐quality coronary angiograms are demonstrated in all test subjects. Conclusion Spatial‐spectral pulses without fly‐back gradients can be calibrated quickly (up to 90 slices in 1 s), enabling thinner slices, higher excitation angles, or pulses with sharper slice profiles using waveforms with higher time‐bandwidth products.