Vierula et al. European Radiology Experimental (2023) 7:65 https://doi.org/10.1186/s41747-023-00379-0 ORIGINAL ARTICLE Open Access © The Author(s) 2023. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. Diagnostic performance of short noncontrast biparametric 3‑T MRI for tonsillar infections: comparison with a full protocol including contrast‑enhanced sequences Jari‑Pekka Vierula1*   , Janne Nurminen1, Ville Jussila1, Mikko Nyman1, Jaakko Heikkinen1, Bernd Pape2,3, Kaarlo Sorvettula4, Kimmo Mattila1 and Jussi Hirvonen1,4  Abstract  Background  We investigated whether a short, 5-min magnetic resonance imaging (MRI) protocol consisting of only axial T2-weighted and diffusion-weighted imaging (DWI) sequences can discriminate between tonsillar infec‑ tions, peritonsillar abscesses and deeply extending abscesses in a retrospective, blinded, multireader setting. Methods  We included patients sent by emergency physicians with suspected pharyngotonsillar infections who underwent emergency neck 3-T MRI from April 1 2013 to December 31 2018. Three radiologists (with 10−16 years of experience) reviewed the images for abscesses and their extension into deep neck spaces. Data were reviewed first using only axial T2-weighted Dixon images and DWI (short protocol) and second including other sequences and con‑ trast-enhanced T1-weighted Dixon images (full protocol). Diagnostic accuracy, interobserver agreement, and reader confidence were measured. Surgical findings and clinical course served as standard of reference. Results  The final sample consisted of 52 patients: 13 acute tonsillitis with no abscesses, 19 peritonsillar abscesses, and 20 deeply extending abscesses. Using the short protocol, diagnostic accuracy for abscesses across all readers was good-to-excellent: sensitivity 0.93 (95% confidence interval 0.87−0.97), specificity 0.85 (0.70−0.93), accuracy 0.91 (0.85−0.95). Using the full protocol, respective values were 0.98 (0.93−1.00), 0.85 (0.70−0.93), and 0.95 (0.90−0.97), not significantly different compared with the short protocol. Similar trends were seen with detecting deep exten‑ sion. Interobserver agreement was similar between protocols. However, readers had higher confidence in diagnosing abscesses using the full protocol. Conclusions  Short MRI protocol showed good-to-excellent accuracy for tonsillar abscesses. Contrast-enhanced images improved reader confidence but did not affect diagnostic accuracy or interobserver agreement. Relevance statement  Short protocol consisting only of T2-weighted Dixon and DWI sequences can accurately image tonsillar abscesses, which may improve feasibility of emergency neck MRI. *Correspondence: Jari‑Pekka Vierula jptvie@gmail.com; Jari-Pekka.Vierula@tyks.fi Full list of author information is available at the end of the article http://creativecommons.org/licenses/by/4.0/ http://crossmark.crossref.org/dialog/?doi=10.1186/s41747-023-00379-0&domain=pdf http://orcid.org/0009-0006-5933-5421 Page 2 of 10Vierula et al. European Radiology Experimental (2023) 7:65 Key points  • The short 3-T MRI protocol (T2-weighted images and DWI) was faster (5 min) than the full protocol includ‑ ing T1-weighted contrast-enhanced images (24 min). • The short 3-T MRI protocol showed good diagnostic accuracy for pharyngotonsillar abscesses. • Contrast-enhanced sequences improved reader confidence but did not impact diagnostic accuracy or interobserver agreement. Keywords  Emergency medicine, Magnetic resonance imaging, Observer variation, Peritonsillar abscess, Tonsillitis Graphical Abstract Background Tonsillar infections are common [1]. Most of these are mild and can be managed conservatively without diag- nostic imaging or surgical interventions. However, ton- sillar infections can lead to a peritonsillar abscess (PTA), defined by pus accumulating in the space between the tonsillar capsule and the superior pharyngeal constric- tor muscle. From there, a PTA may further spread into parapharyngeal or retropharyngeal spaces by breaching the muscle wall, thus becoming a deep neck infection. These deep neck infections are potentially life-threaten- ing conditions requiring prompt surgical drainage and other interventions [2]. A simple PTA is often diagnosed clinically without any emergency imaging. Imaging may be required after unsuccessful drainage attempts or in clinical suspicion of a deeply extending abscess. Imaging aims to verify the correct diagnosis of tonsillar infection, detect or exclude abscess and its potential deep exten- sions, and identify other potential complications [3]. In clinical practice, contrast-enhanced computed tomog- raphy (CECT) is often used in acute neck infections [4] but it has limited soft tissue contrast to separate drainable abscesses from surrounding phlegmon [5]. Magnetic reso- nance imaging (MRI) has recently emerged as an alterna- tive imaging method with higher diagnostic accuracy than CECT [6]. Specifically, MRI is highly accurate in differenti- ating between simple PTAs and deeply extending abscesses in patients with acute pharyngotonsillar infections [7]. Abscesses appear on MRI as non-enhancing collections, hyperintense or isointense on T2-weighted images, with central restricted diffusion, manifested as low apparent diffusion coefficient (ADC) values on diffusion-weighted Page 3 of 10Vierula et al. European Radiology Experimental (2023) 7:65 imaging (DWI) [7]. However, neck MRI is limited by long scan times (usually about 30  min), which is disadvanta- geous because patients with pharyngotonsillar infections may have difficulty lying supine due to throat swelling. In addition, MRI protocols often include intravenous adminis- tration of gadolinium-based contrast agents, which require intravenous access, increase cost, and may infrequently cause adverse effects. Therefore, a shorter unenhanced MRI protocol would be beneficial and likely improve the generalizability of MRI in acute neck imaging. The primary aim of this study is to examine whether a short, 5-min noncontrast MRI protocol, consisting of only T2-weighted and DWI sequences can reliably dis- criminate between tonsillar infections, PTAs, and deeply extending abscesses in a retrospective, blinded, multi- reader comparison. The secondary aim was to evaluate whether the full protocol, including contrast-enhanced images, significantly increases diagnostic accuracy. We chose to investigate the spectrum of pharyngotonsillar infections because they represent the most common type of acute neck infections, and previous work indicates that abscesses might be discriminated from adjacent tonsillar tissue using T2-weighted and DWI sequences [7]. Methods For this retrospective cohort study in a tertiary hospital that primarily uses MRI for neck emergencies, data have been previously published for patient selection, MRI and its interpretation, and extraction of medical and surgical information [6, 7]. Briefly, we obtained study permission from the hospital district board for this retrospective cohort study. The requirement of patient consent was waived due to the retrospective nature of the study. The inclusion criteria were as follows: (1) emergency MRI between April 1, 2013, and December 31, 2018, for suspected neck infection; (2) MRI evidence of infection, i.e., high signal on fat-suppressed T2-weighted Dixon images suggesting edema or high signal on fat-suppressed contrast-enhanced T1-weighted Dixon images suggesting abnormal tissue enhancement; (3) a final clinical diagno- sis of a tonsillar infection; and (4) diagnostic image qual- ity as determined by the radiologist reading the study. The exclusion criterion was lack of clinical and surgical data. Patients underwent emergency neck MRI with the Ingenia 3-T system (Philips Healthcare, Best, The Neth- erlands) using a dS HeadNeckSpine coil configuration and a gadolinium-based intravenous contrast agent (Dotarem®; Guerbet, Villepinte, France). Data from medi- cal records, including surgical data, were used to catego- rize cases into mere tonsillar infections, PTAs, or deeply extending abscesses (Fig.  1). These cases were randomly sampled within each class from a previously published larger cohort of consecutive patients [7] (Fig. 2). Because tonsillitis without abscesses is rare on imaging, these cases were intentionally overrepresented in our sample, and then cases with abscesses were included by up to 1.5 times the number of cases with tonsillitis to avoid a severe imbalance of classes. Cases were randomly sampled from within the three classes according to this scheme. Surgical findings were used as a reference standard for abscesses. For mere tonsillar infections without abscesses, a true negative was considered on clinical grounds when the patient recovered uneventfully without surgery after a negative MRI. We used ratios between the suspected abscess and the tonsil calculated from apparent diffusion coefficient (ADC) and the signal intensity on T2-weighted images (T2-SI), as previously described [7]. For each patient, we retrospectively curated two sets of MRI data: a short biparametric protocol including only axial T2-weighted Dixon images and DWI; and a full protocol including, in addition to the short proto- col, also coronal T2-weighted Dixon, axial T1-weighted, and axial, coronal, and sagittal postcontrast T1-weighted Dixon images (Table 1). In the multireader study, three board-certified radi- ologists (with 16, 11, and 10  years of experience) inde- pendently and retrospectively analyzed the images, blinded to all medical and surgical information. Cases were evaluated for any abscesses (yes/no), and, further, deeply extending abscesses to parapharyngeal and/or retropharyngeal spaces (yes/no). Reader confidence in this decision-making was assessed with a 5-step grad- ing system where step 1 represented “very high uncer- tainty”, step 2 “moderate uncertainty”, step 3 “borderline case”, step 4 “moderate confidence”, and step 5 “very high confidence” in the decision. Images were reviewed in Fig. 1  Examples of a simple peritonsillar abscess (a) and a deeply extending abscess (b) on axial fat-suppressed postcontrast T1-weighted Dixon images in different patients. Abscesses present as areas of non-enhancement in these images. In the case of a peritonsillar abscess, the abscess is contained within the enhancing superior constrictor muscles (arrows, a). In the deeply extending abscess, non-enhancing abscess material (arrows) can be seen extending into the parapharyngeal space, far lateral from the muscle border (b) Page 4 of 10Vierula et al. European Radiology Experimental (2023) 7:65 two separate sessions: first, with the short protocol, and second, with the full protocol (Table 1). Reading sessions were at least four weeks apart, and cases were reorgan- ized between sessions to avoid recall bias. Guidelines for image interpretation were made available to the readers well before the sessions in the form of our previous pub- lication on MRI findings in acute tonsillar infections [7]. Size of abscesses was measured as the maximal diam- eter of the non-enhancing collection [7]. ADC and T2-SI of abscesses and tonsils were measured as mean values from single regions of interest manually delineated on representative axial slices. Reader assessments were compared with those from sur- gical data and patient records. Sensitivity, specificity, accu- racy, positive and negative predictive values were calculated for PTAs and deeply extending abscesses as defined surgi- cally, as pooled results from all three readers. Differences in sensitivity and specificity between the short and the full protocols were assessed using binomial tests. Interrater reliability was estimated using κ values [8]. Changes in confidence scores were tested with a paired samples t-test. Statistical data were analyzed with IBM SPSS Statistics for Mac (version 26, copyright IBM Corporation 2019): p val- ues lower than 0.05 were considered statistically significant. Results The final study sample consisted of 13 acute tonsillitis with no abscesses, 19 PTAs, and 20 deeply extending abscesses, adding up to 52 patients (Table  2). No intra- tonsillar abscesses were detected or included. Across all readers, the short biparametric MRI protocol had a sensitivity, specificity, and accuracy of 0.93, 0.85, and 0.91 for any abscesses, respectively (Table 3). Correspond- ing values for the full contrast-enhanced protocol were Fig. 2  Flowchart of the patient population Table 1  Sequences included in the short and the full protocols DWI Diffusion-weighted imaging, TE Echo time, TR Repetition time, TSE Turbo spin echo Sequence Short protocol Full protocol Parameters Scan time T2 Dixon axial Yes Yes Slice thickness 4 mm, TE 100 ms, TR 3,021 ms, flip angle 90° 3:46 DWI axial Yes Yes Slice thickness 4 mm, TE 87 ms, TR 3,981 ms, b value 1,000 s/ mm2, flip angle 90° 0:48 T2 Dixon coronal No Yes Slice thickness 3.5 mm, TE 80 ms, TR 3,210 ms, flip angle 90° 5:14 T1 TSE axial No Yes Slice thickness 4 mm, TE 10 ms, TR 641 ms, flip angle 90° 4:24 T1 Dixon axial postcontrast No Yes Slice thickness 4 mm, TE 7 ms, TR 634 ms, flip angle 90° 3:29 T1 Dixon coronal postcontrast No Yes Slice thickness 3.5 mm, TE 14 ms, TR 560 ms, flip angle 90° 3:08 T1 Dixon sagittal postcontrast No Yes Slice thickness 3 mm, TE 14 ms, TR 630 ms, flip angle 90° 3:06 Total scan time (min:s) 4:34 23:55 Page 5 of 10Vierula et al. European Radiology Experimental (2023) 7:65 0.98, 0.85, and 0.95, respectively (Table  3). Change from short to full protocol did not reach statistical significance for either sensitivity (p = 0.109) or specificity (p = 1.000). The minor impact of the full contrast-enhanced protocol was also evident from the small change in the sum of cor- rect abscess diagnoses across readers (Fig. 3). Regarding deep extension of abscesses, the short bipar- ametric MRI protocol had a sensitivity, specificity, and accuracy of 0.73, 0.92, and 0.85, respectively, and the full contrast-enhanced protocol had corresponding numbers of 0.70, 0.97, and 0.87 (Table 3). Similar to the detection of any abscesses, change in neither sensitivity (p = 0.754) nor specificity (p = 0.227) for deep extension reached sta- tistical significance. Interobserver κ for the detection of any abscesses was 0.70 for the short protocol and 0.82 for the full proto- col (p =  0.312). Corresponding numbers for the detec- tion of deep extension were 0.60 and 0.66, respectively (p = 0.929). These results indicate moderate to substan- tial interobserver agreement even with the short proto- col, and no statistically significant change between short and full protocols (Fig. 4). Reader confidence in abscess diagnostics, on a scale of 1-to-5, improved significantly in all readers from the short protocol (average 4.3) to the full protocol (average 4.6) (p = 0.003–0.021 for individual readers, p < 0.001 for data from all readers) (Fig. 4). Among the 39 patients with surgically proven abscesses, in only five patients (15%) one or more of the readers did not detect an abscess with the short protocol (false nega- tives). Compared with those in whom an abscess was detected (true positives), they were smaller in diameter (15 versus 42 mm, p = 0.055) and had a higher ADC ratio (0.80 versus 0.61, p =  0.055), both at trend-level signifi- cance, but similar T2-SI ratio (1.28 versus 1.36, p = 0.527). Finally, the radiologists reported lower average confidence for false negatives (3.7) than for true positives (4.4) when reviewing the short protocol (p =  0.009) but not when examining the full protocol (4.5 versus 4.8, p = 0.330). Examples of typical or challenging cases are presented in Figs. 5 and 6. Discussion We examined the diagnostic accuracy of a short (5-min) biparametric noncontrast MRI protocol for tonsillar abscesses, in comparison with full contrast-enhanced pro- tocol, in a retrospective, blinded, multireader setting. The Table 2  Demographic, clinical, and radiological data from the study subjects Data for continuous variables are given as mean ± standard deviation Tonsillitis Peritonsillar abscess Abscess deep extension Total p value Number 13 19 20 52 – Age (years) 39 ± 14 40 ± 21 47 ± 17 43 ± 18 0.347 Female (%) 0% 37% 55% 35% 0.005 Symptom duration (days) 4.9 ± 2.3 5.5 ± 3.9 4 ± 4 4.8 ± 3.6 0.422 C-reactive protein (mg/mL) 169 ± 67 105 ± 106 192 ± 97 155 ± 100 0.018 White blood cell count 13 ± 6 13 ± 4 16 ± 6 14 ± 5 0.133 Abscess largest diameter (mm) 0 22 ± 10 54 ± 33 29 ± 30 < 0.001 Table 3  Multireader diagnostic performance, interobserver agreement, and reader confidence for short biparametric and full MRI protocols for detecting abscesses and deep extension Values in square brackets represent the upper and lower bounds of the 95% confidence interval for diagnostic accuracy metrics and κ, while they represent standard deviation for confidence Short biparametric protocol Full protocol including contrast- enhanced sequences p value (short versus full protocol) Abscess Deep extension Abscess Deep extension Abscess Deep extension Sensitivity 0.93 [0.87–0.97] 0.73 [0.61–0.83] 0.98 [0.93–1.00] 0.70 [0.57–0.80] 0.109 0.754 Specificity 0.85 [0.70–0.93] 0.92 [0.84–0.96] 0.85 [0.70–0.93] 0.97 [0.91–0.99] 1.000 0.227 Positive predictive value 0.95 [0.89–0.98] 0.85 [0.72–0.92] 0.95 [0.89–0.98] 0.93 [0.81–0.98] Negative predictive value 0.80 [0.66–0.90] 0.85 [0.76–0.99] 0.94 [0.80–0.99] 0.84 [0.76–0.90] Accuracy 0.91 [0.85–0.95] 0.85 [0.78–0.89] 0.95 [0.90–0.97] 0.87 [0.80–0.91] Interobserver κ 0.70 [0.55–0.86] 0.60 [0.45–0.75] 0.82 [0.66–0.97] 0.66 [0.51–0.81] 0.312 0.929 Confidence 4.3 [0.96] 4.6 [0.72] < 0.001 Page 6 of 10Vierula et al. European Radiology Experimental (2023) 7:65 short axial protocol showed a good-to-excellent diagnos- tic accuracy for tonsillar abscesses, and only a few small abscesses were missed. Adding other images, includ- ing those obtained with contrast-enhanced sequences, numerically improved sensitivity for any abscesses, speci- ficity for deep extension, and interobserver agreement, without reaching statistical significance. Contrast- enhanced sequences slightly improved radiologist con- fidence. These results suggest that a shorter and possibly better tolerated and cheaper MRI protocol may adequately answer clinically relevant questions in patients with acute pharyngotonsillar infections. Fig. 3  Frequency distributions of the sums of correct abscess diagnoses (positive or negative) from the three radiologist readers for the short and full protocols Fig. 4  Interobserver agreement (κ) values for the short and full protocols for detecting abscesses and their deep extension (a) and confidence estimates for the three radiologist readers separately (open circle, black circle, and black square) while reviewing the short and full protocols (b) Page 7 of 10Vierula et al. European Radiology Experimental (2023) 7:65 In emergency imaging, high sensitivity is often desired to avoid false negatives and potential delays in appropri- ate treatment. In the current study, sensitivity did not statistically significantly change from short to full proto- col. With this issue in mind, what abscesses were missed with the short protocol? Compared with true positives, these few false negative abscesses were smaller and had ADC values higher than those of the palatine tonsils. High ADC likely makes them challenging to discriminate from the adjacent tonsils because ADC is usually lower in abscesses than in the tonsils [7]. Thus, the short pro- tocol with only T2-weighted Dixon and DWI may miss small abscesses with relatively high ADC. These patients could likely be managed with short-term follow-up, with the caveat of a potential delay in initiating appropriate treatment. The short protocol lasts only about 5 min, which makes it practically as fast as CECT in the emergency depart- ment. Even this short MRI protocol yielded higher diag- nostic accuracy performance than previous studies using CECT [5]. In fact, there is limited information on the diagnostic accuracy of CECT for surgically confirmed simple PTAs. A large CECT study with surgical con- firmation found a positive predictive value of 0.80 for parapharyngeal abscesses [9], which is considerably lower than the 0.95 found in the current study with the short MRI protocol. In fact, a positive predictive value of 0.95 is as high as that previously reported in our validation cohort using the full contrast-enhanced protocol across multiple types of neck infections [6]. Because of partial verification bias (patients with abscesses on imaging are much more likely to undergo surgical confirmation than patients without abscesses), positive predictive value is often a more reliable metric to compare modalities than sensitivity and specificity [5]. In many clinical MRI indications, using contrast- enhanced sequences is justified. In general, contrast agent improves the delineation of non-enhancing fluid collections suspicious of abscesses in acute neck infec- tion [10]. The use of contrast-agent possesses, however, some potential disadvantages. Scan times are longer, and precontrast T1-weighted images are usually acquired for baseline assessment, although they probably have limited value in pharyngotonsillar infections. Using a contrast agent also requires intravenous access, a minor but potentially time-consuming invasive medical pro- cedure. Further, although gadolinium-based contrast agents are generally safe and well tolerated, their use in Fig. 5  Examples of a true positive (a–d) and a false positive (e–h) peritonsillar abscess (PTA) interpreted using the short protocol. Images are axial fat-suppressed T2-weighted images (a and e), apparent diffusion coefficient (ADC) maps (b and f), and axial (c and g) and sagittal (d and h) postcontrast T1-weighted images. True positive PTA, top row (a–d): a T2-hyperintense collection with low ADC (arrows) can easily be separated from normal tonsillar tissue (dotted arrow). All three radiologists correctly identified the PTA using the short protocol (a and b) and subsequently using contrast-enhanced images (c and d). False positive case, bottom row (e–h): a small T2-hyperintense (e) area with low ADC (f) can be seen in the retropharyngeal space (arrows), interpreted as a PTA by one of three radiologists using the short protocol. However, postcontrast images (g and h) clearly demonstrate contrast enhancement in this ovoid lesion (arrows), thus ruling out an abscess and suggesting a retropharyngeal lymph node Page 8 of 10Vierula et al. European Radiology Experimental (2023) 7:65 some patients, such as those with kidney failure, may not be justified. Many open questions exist about the long- term health effects of gadolinium retained from contrast agents [11]. Examples of typical and challenging study cases are given in Figs.  5 and 6. In the short MRI protocol, the T2-weighted axial Dixon sequence shows soft tis- sue edema and high signal intensity associated with fluid in a potential abscess, and the DWI sequence is used to determine potential diffusion restriction asso- ciated with the purulence of the collection (abscess). The interpretation may, however, be complicated if the T2-SI ratio between the abscess and the tonsil is low (Fig.  6). Whether previous drainage attempts change the T2-SI or ADC of the collection has yet to be dis- covered. In addition, a lymph node can have restricted diffusion due to high cellularity. Therefore, a focal intermediate T2-SI lesion with restricted diffusion can denote a lymph node and not an abscess (Fig.  5), sug- gesting that the diagnosis of suppurative lymphadeni- tis requires a contrast agent. However, the diagnosis of suppurative lymphadenitis can be challenging even with a contrast agent [10, 12]. The strengths of our study include high-quality 3-T MRI from patient cohort surgically (or clinically) validated and a blinded multireader setting. Our study is limited by the relatively small sample size per patient group, which is largely driven by the small number of patients with tonsil- litis only (no abscess), which is a rare MRI finding [7]. So, we could not perform a formal noninferiority study with predetermined margin of noninferiority and the lack of sig- nificance in some comparisons could be due to lack of sta- tistical power because of a small sample size. We included only patients with pharyngotonsillar infections because they represent the most common type of acute neck infec- tion in our clinical practice [6]. Therefore, we do not know if the short protocol would perform equally well in other types of infections, such as odontogenic neck infections [13]. Finally, the short protocol is heavily dependent on the technical success of the DWI scan, which may be distorted in the neck area by artifacts from patient movement or for- eign metal objects (such as dental hardware). No patients in this cohort were excluded because of motion artifacts. Our short “virtual” MRI protocol consisted of only T2-weighted Dixon sequences and DWI sequences in the axial plane. The full MRI protocol added not only Fig. 6  Examples of two difficult peritonsillar abscess (PTA) cases for the short protocol (a–d and e–h). Images are axial fat-suppressed T2-weighted images (a and e), apparent diffusion coefficient (ADC) maps (b and f), axial fat-suppressed postcontrast T1-weighted images (c and g), and sagittal postcontrast T1-weighted images (d and h). Both cases demonstrate areas of intermediate to low T2-signal (a and e) and low ADC (b and f) (arrows) in the region of the left palatine tonsil. Using the short protocol, one of three radiologists failed to identify the PTA in the first (top row), and all three radiologists missed the PTA in the second patient (bottom row), although the non-enhancing abscess (arrows in c, d, g, and h) was clearly identified using the full protocol by all readers. In both cases, abscesses is not well seen on T2-weighted imaging because of intermediate to low T2-signal, and low ADC can be mistaken for normal tonsillar tissue in patients with small palatine tonsils Page 9 of 10Vierula et al. European Radiology Experimental (2023) 7:65 contrast-enhanced sequences in all three planes but also unenhanced coronal T2-weighted Dixon images and unenhanced axial T1-weighted images. Thus, as a fur- ther limitation of this study, we cannot determine to what extent the subtle, statistically non-significant improve- ments in diagnostic accuracy using the full protocol were due to contrast-enhanced T1-weighted or the other addi- tional images. Based on clinical experience, we suspect that contrast-enhanced images provided the most useful additional information and confidence. Shortening the duration of MRI protocols is an attrac- tive strategy in diagnostic radiology to reduce economic burden, save time, and improve the availability of MRI. Although previous studies on neck infections are lack- ing, this approach has proven successful in other fields of radiology, such as prostate [14], abdominal [15], and breast imaging [16]. For example, similar diagnostic accu- racy to detect prostate cancer at a lower cost has been proven for an abbreviated prostate MRI protocol [17]. Faster MRI acquisition methods based on deep learning will likely accelerate this development [18]. In conclusion, a short 5-min 3-T MRI protocol consist- ing only of T2-weighted Dixon and DWI sequences can accurately identify and characterize pharyngotonsillar abscesses and seems to perform better than conventional CECT in previous studies. When properly validated, short MRI protocols may pave the way for more wide- spread use of this modality in emergencies. Abbreviations ADC � Apparent diffusion coefficient CECT � Contrast-enhanced computed tomography DWI � Diffusion-weighted imaging MRI � Magnetic resonance imaging PTA � Peritonsillar abscess T2-SI � Signal intensity on T2-weighted images Authors’ contributions JHi, JN, JHe, and KM conceived and designed the study. JN, VJ, and MN col‑ lected data. J-PV, KS, and BP analyzed data. J-PV wrote the first draft of the manuscript. All authors reviewed and approved the manuscript. Funding This study was financially supported by the Sigrid Jusélius Foundation (website: ​​https://www.sigridjuselius.fi/en/). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. Sigrid Juséliuksen Säätiö Availability of data and materials Patient data cannot be publicly shared because of the national legislature on patient data. Declarations Ethics approval and consent to participate IRB authorization or a waiver for patient consent was not sought because it is not required by the national legislature for retrospective studies of existing data. Consent for publication Not applicable. Competing interests The authors declare that they have no competing interests. Author details 1 Department of Radiology, Turku University Hospital, Turku, Finland. 2 Depart‑ ment of Biostatistics, Turku University Hospital, Turku, Finland. 3 School of Tech‑ nology and Innovations, University of Vaasa, Vaasa, Finland. 4 Medical Imaging Center, Department of Radiology, Tampere University and Tampere University Hospital, Tampere, Finland. Received: 2 May 2023 Accepted: 22 August 2023 References 1. Georgalas CC, Tolley NS, Narula PA (2014) Tonsillitis. 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Eur Radiol. https://​doi.​org/​10.​1007/​ s00330-​023-​09781-z Publisher’s Note Springer Nature remains neutral with regard to jurisdictional claims in pub‑ lished maps and institutional affiliations. https://doi.org/10.1002/jmri.28142 https://doi.org/10.1007/s00330-023-09781-z https://doi.org/10.1007/s00330-023-09781-z Diagnostic performance of short noncontrast biparametric 3-T MRI for tonsillar infections: comparison with a full protocol including contrast-enhanced sequences Abstract Background Methods Results Conclusions Relevance statement Key points Background Methods Results Discussion References