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Karakuş, İbrahim Serhat

https://orcid.org/0000-0002-7930-4001

Mayo Clinic

Mayo Clinic

Citations 6

AI-TransLATE: Validation of a Speech-Based Multilingual Interpretation Tool in Critical Care
Karakuş, İbrahim Serhat , Gur, Renu , Aranibar, Marco A. Bracamonte, Elgazar, Abdelhamed, Gad, Hossam, Salas, Fabio Morales, Kilickaya, Sude, Kılıçkaya, Oğuz , Barwise, Amelia , Karakus, Ibrahim S, Gur, Rana, Bracamonte Aranibar, Marco A, Morales Salas, Fabio, Niven, Alexander, Barwise, Amelia K , Gupta, Shashank , Gur, Rana, Elgazar, Abdelhamed , Gad, Hossam, Hao, Xuechao , Salas, Fabio Morales, Niven, Alexander S.

Applied Clinical Informatics | December 17, 2025 | Volume: 16 | Issue: 05 | Pages: 1917-1924

10.1055/a-2771-6216 Get It

Abstract Effective communication in the intensive care unit (ICU) is essential, particularly for patients with non-English language preference, yet timely access to professional interpreters remains limited. While artificial intelligence (AI)-based translation tools have been explored in outpatient and nonacute care settings, studies evaluating their use in acute care, environments such as the ICU remain limited. To address this gap, we developed AI-TransLATE (AI-enhanced Transition to Language-Agnostic Transcultural Engagement), a speech-based translation tool designed for multilingual communication in critical care settings. This study aimed to assess the interpretation quality of AI-TransLATE across four languages—Spanish, Chinese, Arabic, and Turkish—using scripted ICU scenarios. We created ICU communication scripts and recorded bilingual research team members simulating clinical interactions. Two independent bilingual evaluators assessed interpretation quality using a 5-point Likert scale across fluency, adequacy, meaning preservation, and severity of errors. Clarity and cultural appropriateness were also rated. Percentage agreement was used to assess interrater agreement. AI-TransLATE achieved acceptable composite scores (≥16/20) across all languages. Spanish and Turkish performed consistently well; Chinese and Arabic showed variability due to omissions and terminology errors. AI-TransLATE shows promise as a clinical communication tool, but further evaluation in real-world, unscripted ICU settings is needed.
Feasibility, Acceptability, and Preliminary Performance of Check In for Exchange of Clinical and Key Information: A Communication Guide to Facilitate Pre-Encounter Huddles with Medical Interpreters Prior to Conversations Around Serious Illness
Yeow, Mei-Ean , Brandeland, Megan A. , Capetillo, Graciela D. Porraz, Santiago, Abraham Labrada, Karakuş, İbrahim Serhat , Barwise, Amelia , Carmack, Heather J. , Porraz Capetillo, Graciela D, Labrada Santiago, Abraham, Karakus, Ibrahim S, Barwise, Amelia K , Partain, Daniel K. , Capetillo, Graciela Porraz, Fischer, Karen M. , Santiago, Abraham Labrada

Palliative Medicine Reports | October 27, 2025 | Volume: 6 | Issue: 1 | Pages: No page available

10.1177/26892820251390817 Get It

Background: Patients with non-English Language Preference are at risk of adverse health outcomes, particularly at end of life and during serious illness. Medical interpreters often feel unprepared to interpret conversations about serious illness. Best practice guidelines recommend a pre-encounter huddle between clinician and interpreter to better prepare both providers. The CHECK-IN (Check in for Exchange of Clinical and Key Information) guide is a simple communication tool designed to facilitate this pre-encounter huddle. We describe the results of a pilot feasibility study of the CHECK-IN guide performed in a simulation environment. The primary objectives of the study were to evaluate the feasibility, acceptability, and preliminary performance of the CHECK-IN guide. Methods: This U.S.-based study is a single-center simulation-based nonblinded randomized pilot feasibility study. Participating clinicians were randomized to usual practice (control) vs. introduction to the CHECK-IN guide (intervention). Clinicians completed pre- and post-session surveys. Participating clinicians were evaluated using the Faculty Observation Rating Scale (FORS), Interpreter Scale (IS), and Interpreter Impact Rating Scale (IIRS). Results: Participants had a highly favorable opinion on the acceptability, appropriateness, and feasibility of the CHECK-IN tool; 91% of participants agreed/strongly agreed on the acceptability of the tool, 91% agreed/strongly agreed on the appropriateness of the tool, and 100% agreed/strongly agreed on the feasibility of the tool. There were no statistical differences between control and intervention groups for the IS, IIRS, and FORS scores. Conclusion: The CHECK-IN guide is a promising tool to guide a pre-encounter huddle between clinician and interpreter, thereby improving interpreter-mediated communication when having conversations about serious illness.
Mortality in the Sepsis-3 Era: A Systematic Review of Multicenter Randomized Controlled Trials
Karakuş, İbrahim Serhat , Gmehlin, G. Cameron, Halpern, Gabriele Alves, Ghafouri, Kimia , Abramovich, Sergej, Raghu, Roshini , Pastrak, Mila, Dana, Gerberi J., Odeyemi, Yewande , Gmehlin, Cameron G. , Nemet, Marko , Gmehlin, Cameron Gray, Alves Halpern, Gabriele, Nikravangolsefid, Nasrin , Gerberi, Dana J., Herasevich, Svetlana , Abramovich, Sergej, Lal, Amos , Gajic, Ognjen

Shock | September 25, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1097/shk.0000000000002687 Get It

This systematic review examined multicenter randomized controlled trials (RCTs) conducted during the Sepsis-3 era that evaluated pharmaceutical and mechanistic interventions in adult patients with sepsis or septic shock, with a focus on identifying interventions that demonstrated mortality benefit. A comprehensive search was performed across Ovid MEDLINE, Embase, Cochrane Central, ClinicalTrials.gov, WHO ICTRP, and Web of Science for trials published since 2016. Studies were included if they enrolled adult patients with sepsis or septic shock using Sepsis-3 criteria and reported mortality as either a primary or secondary outcome. Data were extracted by two independent reviewers and included trial design characteristics, funding source, randomization methods, and reported outcomes. Among the 31 eligible multicenter RCTs enrolling over 7,000 patients across 550 centers, only four trials showed a mortality benefit. These included three studies from China—two evaluating herbal anti-inflammatory compounds and one evaluating aminophylline—and one European study assessing corticosteroid therapy in vasopressor-dependent septic shock. The remaining 27 trials reported no mortality benefit, and substantial heterogeneity was observed in patient populations, sepsis definitions, and outcome reporting. Median mortality in control arms was 31.6% (IQR 24.1–45.5), and 35.4% (IQR 25.7–49.6) in intervention arms. These findings suggest that despite extensive efforts, most interventions have not reduced mortality in multicenter sepsis trials. Future research should focus on optimizing trial design, refining patient selection, and incorporating patient-centered outcomes beyond mortality.
Bridging language gaps in healthcare: a systematic review of the practical implementation of neural machine translation technologies in clinical settings
Karakuş, İbrahim Serhat , Strechen, Inna , Gupta, Ankita , Nalaie, Keivan , Chen, Christine L, Barwise, Amelia , Chen, Christine , Barwise, Amelia K , Chen, Christine L , Chen, Christine L, Hassett, Leslie C.

Journal of the American Medical Informatics Association | August 27, 2025 | Volume: 32 | Issue: 11 | Pages: 1756-1766

10.1093/jamia/ocaf150 Get It

Abstract Objectives Effective communication is crucial in healthcare, and for patients with a non-English language preference (NELP), professional interpreters are recognized as the gold standard in supporting bidirectional communication. However, interpreters are not always readily available, prompting the exploration of other options for translation and interpretation. The recent developments in artificial intelligence-based neural network translation tools, namely neural machine translation (NMT) may enable robust interpretation and translation. Materials and Methods We conducted a systematic review (SR) to evaluate the literature on NMT for this purpose. We did a comprehensive search of several databases with guidance from a professional librarian. The search was limited to the year 2000 onwards and English language. Title and abstract screening and full-text review were independently conducted by two reviewers with conflicts resolved by a third reviewer Results 2867 studies were identified with 10 studies included in the final analysis. Among these, six evaluated interpretation in real or simulated clinical settings and four examined translation of discharge materials. Google Translate and ChatGPT were assessed in several studies. Accuracy differed by language, with low-resource languages performing worse. Discussion NMT technologies in healthcare have several advantages including broad language accessibility and potential cost savings for institutions. Despite improved accuracy of these novel tools, due to possible critical errors NMT tools are not yet ready for widespread clinical use. Conclusion Future studies should focus on optimizing evaluation methods as well as how best to integrate these technologies into real-time clinical settings.
The use of intraventricular vancomycin in subacute brain abscess in an adolescent male: A case report
Karakuş, İbrahim Serhat , Leng, Tomas

The Journal of Critical Care Medicine | May 15, 2025 | Volume: 11 | Issue: 2 | Pages: 198-201

10.2478/jccm-2024-0046 Get It

Abstract Introduction Brain abscess is a serious condition in children, leading to rapid deterioration, and permanent neurological damage associated with significant morbidity and mortality. Current management protocols for brain abscesses focus on intravenous antibiotics and surgical excision and drainage. Case Presentation A 12-year-old adolescent male who had headache and photophobia and was diagnosed with multiple brain abscesses and was refractory to conventional medical and neurosurgical intervention. A single dose of 10 mg vancomycin was administered through endo-ventricular drain, resulting in resolution of abscesses and alleviation of symptoms. Conclusion We describe the first instance of intraventricular vancomycin use in the pediatric age group for the treatment of multiple brain abscesses. Given the variability in dosing reported in the literature, our case report warrants further studies to standardize dosage for this rare intervention.
Immune-related Myasthenia-Myocarditis-Myositis (Triple-M) Syndrome: ICU Cohort Study
Manjappachar, Nirmala, Karakuş, İbrahim Serhat , Heise, Kathrin, Nates, Joseph L. , Egan, Aoife M. , Moraes, Alice Gallo de , Niven, Alexander S.

American Journal of Respiratory and Critical Care Medicine | May 11, 2025 | Volume: 211 | Issue: Supplement_1 | Pages: A3809-A3809

10.1164/ajrccm.2025.211.abstracts.a3809 Get It

Abstract Rationale: Immune checkpoint inhibitors (ICIs) have revolutionized the treatment of cancer. They are also associated with life-threatening immune-related adverse events (irAEs), including the rare, poorly understood, and potentially fatal triad of myasthenia gravis, myocarditis, and myositis(triple M syndrome). We aimed to describe the management, intensive care unit (ICU)utilization, and outcomes of patients with irAEs with a specific focus on triple M syndrome. Methods: We conducted a retrospective chart review of patients with irAEs admitted to three quaternary care hospitals between December 2018 and 2023. We aimed to collect data on demographics, cancer type, treatment, ICU resource utilization, and outcomes including mortality. Results: Over this 5-year period, 140 patients were admitted for irAEs. Forty-nine percent were male, median age was 73 (IQR 64-80) years, 7% were of African American or Asian descent, and 32%required ICU admission. Median ICU and hospital length of stay (LOS) were 1.5 (IQR 0.7-2.9)and 7.2 (IQR 4.1-13.4) days, respectively. Among ICU patients, 14/140 (10%) had myositis,22/140 (16%) myocarditis, and 9/140 (6.4%) myasthenia gravis. Triple-M syndrome was diagnosed in 7/140 (5%) patients, including 3 with metastatic melanoma, 2 with genitourinary malignancies, 1 with metastatic lung and 1 with colon cancer. Four had received pembrolizumab and 3 nivolumab. Median ICU and hospital LOS were 3 (IQR 1-6) and 10 (IQR 8-21) days in this group. Three patients required mechanical ventilation, one required tracheostomy, and one required vasopressor support. Triple-M management included corticosteroids, IVIG, pyridostigmine, mycophenolate mofetil, and rituximab. Patients with triple-M syndrome were significantly older than other patients with ICI toxicity (P <0.009) and had higher mortality (57%vs 25%, p = 0.07). Patients discharged from the ICU had a median survival of 67 (IQR 26-201)days. Conclusions: Patients with irAEs frequently require ICU level of support with significant morbidity and mortality, especially with triple M syndrome. Clinicians should always consider the possibility of triple-M syndrome in patients with multiple irAEs as symptoms can be subtle and easily overlooked. Corticosteroids remain the primary treatment of irAEs and can be combined with other immunosuppressive agents such as infliximab, anti-thymocyte globulin, or pyridostigmine. Unfortunately, mortality due to triple-M syndrome remains high underscoring the importance of early recognition and prompt multidisciplinary management of these toxicities.