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Ivan Marsic

Explore the profile of Ivan Marsic including associated specialties, affiliations and a list of published articles. Areas
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Articles 57
Citations 242
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Recent Articles
1.
Yang W, Kim M, Sippel G, Mun A, McCarthy K, Park B, et al.
Sci Data . 2025 Jan; 12(1):96. PMID: 39824881
Proper personal protective equipment (PPE) use is critical to prevent disease transmission to healthcare providers, especially those treating patients with a high infection risk. To address the challenge of monitoring...
2.
Li K, Kim M, Zhang W, Yang S, Sippel G, Sarcevic A, et al.
J Biomed Inform . 2025 Jan; 161():104767. PMID: 39746431
Objective: Trauma resuscitation is the initial evaluation and management of injured patients in the emergency department. This time-critical process requires the simultaneous pursuit of multiple resuscitation goals. Recognizing whether the...
3.
Kim M, Park B, Sippel G, Mun A, Yang W, McCarthy K, et al.
J Am Med Inform Assoc . 2024 Oct; 32(1):163-171. PMID: 39401253
Objectives: Human monitoring of personal protective equipment (PPE) adherence among healthcare providers has several limitations, including the need for additional personnel during staff shortages and decreased vigilance during prolonged tasks....
4.
Mastrianni A, Hamlin L, Alberto E, Sullivan T, Ranganna A, Marsic I, et al.
AMIA Annu Symp Proc . 2024 Jan; 2023:504-513. PMID: 38222377
Although checklists can improve overall team performance during medical crises, non-compliant checklist use poses risks to patient safety. We examined how task attributes affected checklist compliance by studying the use...
5.
Gao C, Marsic I, Sarcevic A, Gestrich-Thompson W, Burd R
Proc ACM Interact Mob Wearable Ubiquitous Technol . 2023 Sep; 7(1). PMID: 37719879
In clinical settings, most automatic recognition systems use visual or sensory data to recognize activities. These systems cannot recognize activities that rely on verbal assessment, lack visual cues, or do...
6.
Zellner K, Villegas L, Neff C, Getrich-Thompson W, Burd R, Marsic I, et al.
AMIA Annu Symp Proc . 2023 May; 2022:1217-1226. PMID: 37128376
We describe an analysis of speech during time-critical, team-based medical work and its potential to indicate process delays. We analyzed speech intention and sentence types during 39 trauma resuscitations with...
7.
Li K, Marsic I, Sarcevic A, Yang S, Sullivan T, Tempel P, et al.
J Biomed Inform . 2023 Mar; 140:104344. PMID: 36940896
Understanding the actual work (i.e., "work-as-done") rather than theorized work (i.e., "work-as-imagined") during complex medical processes is critical for developing approaches that improve patient outcomes. Although process mining has been...
8.
Alberto E, Mastrianni A, Sullivan T, McCarthy K, Milestone Z, Chung L, et al.
J Surg Res . 2022 Nov; 283:241-248. PMID: 36423472
Introduction: Intravenous access is required for resuscitation of injured patients but may be delayed in children because of challenges associated with peripheral intravenous (PIV) catheter placement. Early identification of factors...
9.
Zhang Y, Li X, Marsic I
Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit . 2022 Jun; 2021:14620-14630. PMID: 35655713
Multi-label activity recognition is designed for recognizing multiple activities that are performed simultaneously or sequentially in each video. Most recent activity recognition networks focus on single-activities, that assume only one...
10.
Zhang Y, Li X, Liu C, Shuai B, Zhu Y, Brattoli B, et al.
Proc IEEE Int Conf Comput Vis . 2022 May; 2021:13557-13567. PMID: 35557988
We introduce Video Transformer (VidTr) with separable-attention for video classification. Comparing with commonly used 3D networks, VidTr is able to aggregate spatio-temporal information via stacked attentions and provide better performance...