Submitted:
30 June 2025
Posted:
02 July 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Methodology
| First author | Year | Patients n. | Population | Study type | Final diagnosis |
|---|---|---|---|---|---|
| Jaruskova[7] | 2006 | 94 | FUO | R | NR |
| Bleeker-Rovers[8] | 2006 | 70 | FUO | P | 0.50 |
| Keidar[9] | 2008 | 48 | FUO | P | 0.60 |
| Balink[10] | 2009 | 68 | FUO | R | 0.65 |
| Federici[11] | 2010 | 14 | FUO/IUO | R | 0.71 |
| Ferda[12] | 2010 | 48 | FUO | R | 0.92 |
| Kei[13] | 2010 | 12 | FUO | R | 0.58 |
| Ergül[14] | 2011 | 24 | FUO | R | 0.54 |
| Kubota[15] | 2011 | 81 | FUO | R | 0.75 |
| Pelosi[16] | 2011 | 24 | FUO | R | 0.71 |
| Sheng[17] | 2011 | 48 | FUO | R | 0.75 |
| Rosenbaum[18] | 2011 | 24 | FUO | R | 1.00 |
| Becerra Nakayo[19] | 2012 | 20 | FUO | R | NR |
| Crouzet[20] | 2012 | 79 | FUO | R | 0.77 |
| Kim[21] | 2012 | 48 | FUO | R | 0.85 |
| Pedersen[22] | 2012 | 22 | FUO | R | 0.60 |
| Manohar[23] | 2013 | 103 | FUO | R | 0.67 |
| Balink[24] | 2014 | 140 | IUO | R | 0.74 |
| Buch-Olsen[25] | 2014 | 57 | FUO | R | 0.91 |
| Tokmak[26] | 2014 | 25 | FUO | R | 0.92 |
| Balink[27] | 2015 | 498 | FUO/IUO | R | 0.66 |
| Gafter-Gvili[28] | 2015 | 112 | FUO | R | 0.74 |
| Singh[29] | 2015 | 47 | FUO | P | 0.53 |
| Bouter[30] | 2016 | 72 | FUO/IUO | R | 0.83 |
| Pereira[31] | 2016 | 76 | FUO | R | 0.93 |
| Hung[32] | 2017 | 58 | FUO | P | 0.79 |
| Abdelrahman[33] | 2018 | 27 | FUO | P | 0.92 |
| Garcia-Vicente[34] | 2018 | 67 | FUO | R | 0.88 |
| Schönau[35] | 2018 | 240 | FUO/IUO | P | 0.79 |
| Wang[36] | 2019 | 376 | FUO/IUO | R | 0.91 |
| Wang[37] | 2020 | 147 | FUO/IUO | P | 0.88 |
| Georga[38] | 2020 | 50 | FUO | R | 0.78 |
| Zhu[39] | 2020 | 89 | FUO/IUO | R | 0.74 |
| Kubota[40] | 2021 | 128 | FUO | P | 0.72 |
| Letertre[41] | 2021 | 44 | FUO | R | 0.70 |
| MuldersManders[42] | 2021 | 104 | FUO/IUO | R | 0.65 |
| Bilici Salman[43] | 2021 | 97 | IUO | R | 0.90 |
| Mahajna[44] | 2021 | 128 | FUO | R | 0.74 |
| Das[45] | 2021 | 43 | FUO | R | 0.74 |
| Yadav[46] | 2021 | 51 | FUO | P | 0.88 |
| Buchritis[47] | 2021 | 303 | FUO | R | 0.72 |
| Chen[48] | 2022 | 524 | FUO | P | 0.91 |
| Chen[49] | 2022 | 326 | FUO/IUO | R | 0.91 |
| Holubar[50] | 2022 | 317 | IUO | R | 0.72 |
| Ogut[51] | 2022 | 58 | FUO/IUO | R | 0.90 |
| Ly[52] | 2022 | 103 | FUO/IUO | P | 0.56 |
| Weitzer[53] | 2022 | 300 | FUO/IUO | R | 0.84 |
| Becker KK[54] | 2024 | 77 | FUO/IUO | R | 1.00 |
| Fathala[55] | 2024 | 105 | FUO | R | 1.00 |
| Khan[56] | 2024 | 573 | FUO | A | 0.38 |
| Liu[57] | 2024 | 40 | FUO | R | 1.00 |
| Kobayashi[58] | 2024 | 45 | FUO/IUO | R | 0.71 |
| Koreli[59] | 2025 | 30 | FUO/IUO | R | 0.50 |
| Yu[60] | 2025 | 284 | FUO | R | 0.69 |
| Greuez[61] | 2025 | 93 | FUO/IUO | R | 0.59 |
| First author | Clinical Helpfulness | Sensitivity | Specificity | PPV | NPV |
|---|---|---|---|---|---|
| Jaruskova[7] | 0.36 | NR | NR | NR | NR |
| Bleeker-Rovers[8] | 0.33 (TP) | 0.88 | 0.77 | 0.70 | 0.92 |
| Keidar[9] | 0.90 (TP+TN) | 1.00 | 0.81 | 0.81 | 1.00 |
| Balink[10] | 0.56 (TP) | 1.00 | 0.90 | 0.93 | 1.00 |
| Federici[11] | 0.50 (TP) | 0.70 | 0.75 | 0.88 | 0.5 |
| Ferda[12] | 0.77 | 0.97 | 0.75 | NR | NR |
| Kei[13] | 0.42 (TP) | NR | NR | NR | NR |
| Ergül[14] | 0.63 | 0.92 | 0.45 | 0.63 | 1.0 |
| Kubota[15] | 0.54 | 0.81 | 0.75 | NR | NR |
| Pelosi[16] | 0.87 (TP+TN) | 0.50 | 0.50 | 0.85 | 0.85 |
| Sheng[17] | 0.67 | 0.89 | 0.33 | 0.80 | 0.50 |
| Rosenbaum[18] | 1.00 (TP+TN) | NR | NR | NR | NR |
| Becerra Nakayo[19] | 0.55 (TP) | 0.78 | 0.83 | 0.92 | 0.62 |
| Crouzet[20] | 0.19 | 0.98 | 0.87 | NR | NR |
| Kim[21] | 0.56 | 0.92 | 0.23 | NR | NR |
| Pedersen[22] | 0.83 | 0.67 | 0.71 | 0.83 | 0.50 |
| Manohar[23] | 0.60 | 0.90 | 0.97 | 0.98 | 0.83 |
| Balink[24] | 0.51 | 0.94 | 0.83 | 0.93 | 0.77 |
| Buch-Olsen[25] | 0.75 (TP+TN) | NR | NR | NR | NR |
| Tokmak[26] | 0.60 (TP) | 0.94 | 0.80 | NR | NR |
| Balink[27] | 0.59 (TP) | 0.89 | 0.89 | 0.94 | 0.80 |
| Gafter-Gvili[28] | 0.66 | 0.72 | 0.58 | 0.74 | 0.54 |
| Singh[29] | 0.38 (TP) | NR | NR | NR | NR |
| Bouter[30] | 0.65 (TP) | 0.81 | 0.86 | NR | NR |
| Pereira[31] | 0.61 | 0.77 | 0.31 | 0.61 | 0.50 |
| Hung[32] | 0.72 | 0.79 | 0.56 | 0.83 | 0.50 |
| Abdelrahman[33] | 0.85 (TP) | 0.95 | 0.67 | 0.96 | 0.67 |
| Garcia-Vicente[34] | 0.52 | 0.84 | 0.31 | NR | NR |
| Schönau[35] | 0.57 (TP) | 0.91 | 0.22 | 0.65 | 0.62 |
| Wang[36] | 0.90 | NR | NR | NR | NR |
| Wang[37] | 0.58 | 0.88 | 0.15 | 0.59 | 0.47 |
| Georga[38] | 0.72 (TP) | 0.94 | 0.50 | 0.86 | 0.75 |
| Zhu[39] | 0.74 (TP+TN) | 0.84 | 0.26 | NR | NR |
| Kubota[40] | 0.33 (TP) | 0.45 | 0.40 | 0.67 | NR |
| Letertre[41] | 0.44 | 0.85 | 0.37 | 0.58 | 0.70 |
| MuldersManders[42] | 0.45 | NR | NR | NR | NR |
| Bilici Salman[43] | 0.61 (TP) | 0.67 | 1.00 | 1.00 | 0.26 |
| Mahajna[44] | 0.48 (TP) | 0.70 | 0.37 | 0.70 | 0.34 |
| Das[45] | 0.91 (TP+TN) | 0.77 | 0.33 | 0.83 | 0.25 |
| Yadav[46] | 0.63 | NR | NR | NR | NR |
| Buchritis[47] | 0.26 | 0.89 | 0.81 | NR | NR |
| Chen[48] | 0.91 | NR | NR | NR | NR |
| Chen[49] | 0.96 | NR | NR | NR | NR |
| Holubar[50] | 0.75 (TP+TN) | 0.84 | 0.62 | 0.77 | 0.72 |
| Ogut[51] | 0.72 (TP+TN) | 0.88 | 0,37 | 0.79 | 0,55 |
| Ly[52] | 0.19 (TP) | 0.36 | 0.81 | NR | NR |
| Weitzer[53] | 0.54 (TP) | 0.80 | 0.90 | NR | NR |
| Becker KK[54] | 0.61 (TP+TN) | NR | NR | NR | NR |
| Fathala[55] | 0.72 (TP+TN) | 0.72 | 0.29 | 0.68 | 0.33 |
| Khan[56] | 0.16 (TP) | NR | NR | NR | NR |
| Liu[57] | 0.98 | 0.93 | 0.62 | 0.83 | 0.80 |
| Kobayashi[58] | 0.64 | 0.91 | 0.38 | 0.78 | 0.62 |
| Koreli[59] | 0.50 (TP) | 1.00 | 0.33 | 0.60 | 1.00 |
| Yu[60] | 0.48 | 0.79 | 0.61 | 0.76 | 0.63 |
| Greuez[61] | 0.31 | NR | NR | NR | NR |
3. Results
3. Discussion
4. Conclusions and future Directions
Author Contributions
Funding
Conflicts of Interest
Abbreviations
| FUO | Fever of unknown origin |
| IUO | Inflammation of unknown origin |
| FDG | Fluorodeoxyglucose |
| PET-CT | Positron emission tomography/computed tomography |
| PPV | positive predictive value |
| NPV | negative predictive value |
| NR | not reported |
| TP | True Positive |
| TN | True Negative |
| R | Retrospective |
| P | Prospective |
| A | Ambispective |
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