Background: Prostate diffusion-weighted imaging (DWI) using monopolar encoding is sensitive to eddy-current-induced distortion artifacts. Twice-refocused bipolar encoding suppresses eddy current artifacts, but increases echo time (TE), leading to lower signal-to-noise ratio (SNR). Optimization of the diffusion encoding might improve prostate DWI. Purpose: To evaluate eddy current nulled convex optimized diffusion encoding (ENCODE) for prostate DWI with minimal TE. Study Type: Prospective cohort study. Population: A diffusion phantom, an ex vivo prostate specimen, 10 healthy male subjects (27 AE 3 years old), and five prostate cancer patients (62 AE 7 years old). Field Strength/Sequence: 3T; single-shot spin-echo echoplanar DWI. Assessment: Eddy-current artifacts, TE, SNR, apparent diffusion coefficient (ADC), and image quality scores from three independent readers were compared between monopolar, bipolar, and ENCODE prostate DWI for standard-resolution (1.6 × 1.6 mm 2 , partial Fourier factor [pF] = 6/8) and higher-resolution protocols (1.6 × 1.6 mm 2 , pF = off; 1.0 × 1.0 mm 2 , pF = 6/8). Statistical Testing: SNR and ADC differences between techniques were tested with Kruskal-Wallis and Wilcoxon signedrank tests (P < 0.05 considered significant). Results: Eddy current suppression with ENCODE was comparable to bipolar encoding (mean coefficient of variation across three diffusion directions of 9.4% and 9%). For a standard-resolution protocol, ENCODE achieved similar TE as monopolar and reduced TE by 14 msec compared to bipolar, resulting in 27% and 29% higher mean SNR in prostate transition zone (TZ) and peripheral zone (PZ) (P < 0.05) compared to bipolar, respectively. For higher-resolution protocols, ENCODE achieved the shortest TE (67 msec), with 17-21% and 58-70% higher mean SNR compared to monopolar (TE = 77 msec) and bipolar (TE = 102 msec) in PZ and TZ (P < 0.05). No significant differences were found in mean TZ (P = 0.91) and PZ ADC (P = 0.94) between the three techniques. ENCODE achieved similar or higher image quality scores than bipolar DWI in patients, with mean intraclass correlation coefficient of 0.77 for overall quality between three independent readers. Data Conclusion: ENCODE minimizes TE (improves SNR) and reduces eddy-current distortion for prostate DWI compared to monopolar and bipolar encoding. Level of Evidence: 2 Technical Efficacy: Stage 1 J. MAGN. RESON. IMAGING 2020;51:1526-1539. P ROSTATE CANCER (PCa) is the most prevalent noncutaneous cancer diagnosed in men and the second leading cause of cancer-related death in men in the United States. 1 Multiparametric magnetic resonance imaging (mp-MRI) of the prostate, including T 2 -weighted MRI, diffusionweighted MRI (DWI), apparent diffusion coefficient (ADC) View this article online at wileyonlinelibrary.com.