Is Systematic Biopsy Mandatory in All MRI-Guided Fusion Prostate Biopsies? A Machine Learning Prediction Model

We developed a prediction model able to accurately predict which patients must undergo systematic and targeted biopsy. This prediction model has the potential to help in the decision whether to perform SB and thus may lower the adverse event rate while keeping a high detection rate.

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Publication Details

Journal
Cancers
Published
2026-02-04
DOI
https://doi.org/10.3390/cancers18030517
Primary Topic
Prostate Cancer Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00
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article

Is Systematic Biopsy Mandatory in All MRI-Guided Fusion Prostate Biopsies? A Machine Learning Prediction Model

Miki Haifler, Gil Raviv, O F Longo
Cancers
Prostate Cancer Diagnosis and Treatment
article

Is Systematic Biopsy Mandatory in All MRI-Guided Fusion Prostate Biopsies? A Machine Learning Prediction Model

Miki Haifler, Gil Raviv, O F Longo
article en

Abstract

We developed a prediction model able to accurately predict which patients must undergo systematic and targeted biopsy. This prediction model has the potential to help in the decision whether to perform SB and thus may lower the adverse event rate while keeping a high detection rate.

CancersVol. 18(3)
Tel Aviv University (IL), Sheba Medical Center (IL), Meir Medical Center (IL)
Peace, Justice and strong institutions
Openalex Percentile: Top 69%
Prostate Cancer Diagnosis and Treatment
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