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Clinical deployment of AI for prostate cancer diagnosis.
Janowczyk A, Leo P, Rubin MA. Janowczyk A, et al. Lancet Digit Health. 2020 Aug;2(8):e383-e384. doi: 10.1016/S2589-7500(20)30163-1. Lancet Digit Health. 2020. PMID: 33328042 Free article. No abstract available.
Multi-Scalar Data Integration Links Glomerular Angiopoietin-Tie Signaling Pathway Activation With Progression of Diabetic Kidney Disease.
Liu J, Nair V, Zhao YY, Chang DY, Limonte C, Bansal N, Fermin D, Eichinger F, Tanner EC, Bellovich KA, Steigerwalt S, Bhat Z, Hawkins JJ, Subramanian L, Rosas SE, Sedor JR, Vasquez MA, Waikar SS, Bitzer M, Pennathur S, Brosius FC, De Boer I, Chen M, Kretzler M, Ju W; Kidney Precision Medicine Project and Michigan Translational Core C-PROBE Investigator Group; Kidney Precision Medicine Project and Michigan Translational Core C-PROBE Investigator Group. Liu J, et al. Diabetes. 2022 Dec 1;71(12):2664-2676. doi: 10.2337/db22-0169. Diabetes. 2022. PMID: 36331122 Free PMC article.
Computationally Derived Image Signature of Stromal Morphology Is Prognostic of Prostate Cancer Recurrence Following Prostatectomy in African American Patients.
Bhargava HK, Leo P, Elliott R, Janowczyk A, Whitney J, Gupta S, Fu P, Yamoah K, Khani F, Robinson BD, Rebbeck TR, Feldman M, Lal P, Madabhushi A. Bhargava HK, et al. Among authors: janowczyk a. Clin Cancer Res. 2020 Apr 15;26(8):1915-1923. doi: 10.1158/1078-0432.CCR-19-2659. Epub 2020 Mar 5. Clin Cancer Res. 2020. PMID: 32139401 Free PMC article.
T1 and T2 MR fingerprinting measurements of prostate cancer and prostatitis correlate with deep learning-derived estimates of epithelium, lumen, and stromal composition on corresponding whole mount histopathology.
Shiradkar R, Panda A, Leo P, Janowczyk A, Farre X, Janaki N, Li L, Pahwa S, Mahran A, Buzzy C, Fu P, Elliott R, MacLennan G, Ponsky L, Gulani V, Madabhushi A. Shiradkar R, et al. Among authors: janowczyk a. Eur Radiol. 2021 Mar;31(3):1336-1346. doi: 10.1007/s00330-020-07214-9. Epub 2020 Sep 2. Eur Radiol. 2021. PMID: 32876839 Free PMC article.
Correction to: T1 and T2 MR fingerprinting measurements of prostate cancer and prostatitis correlate with deep learning-derived estimates of epithelium, lumen, and stromal composition on corresponding whole mount histopathology.
Shiradkar R, Panda A, Leo P, Janowczyk A, Farre X, Janaki N, Li L, Pahwa S, Mahran A, Buzzy C, Fu P, Elliott R, MacLennan G, Ponsky L, Gulani V, Madabhushi A. Shiradkar R, et al. Among authors: janowczyk a. Eur Radiol. 2021 Apr;31(4):2644. doi: 10.1007/s00330-020-07285-8. Eur Radiol. 2021. PMID: 32945970 No abstract available.
Computationally Derived Cribriform Area Index from Prostate Cancer Hematoxylin and Eosin Images Is Associated with Biochemical Recurrence Following Radical Prostatectomy and Is Most Prognostic in Gleason Grade Group 2.
Leo P, Chandramouli S, Farré X, Elliott R, Janowczyk A, Bera K, Fu P, Janaki N, El-Fahmawi A, Shahait M, Kim J, Lee D, Yamoah K, Rebbeck TR, Khani F, Robinson BD, Shih NNC, Feldman M, Gupta S, McKenney J, Lal P, Madabhushi A. Leo P, et al. Among authors: janowczyk a. Eur Urol Focus. 2021 Jul;7(4):722-732. doi: 10.1016/j.euf.2021.04.016. Epub 2021 Apr 30. Eur Urol Focus. 2021. PMID: 33941504 Free PMC article.
Computer extracted gland features from H&E predicts prostate cancer recurrence comparably to a genomic companion diagnostic test: a large multi-site study.
Leo P, Janowczyk A, Elliott R, Janaki N, Bera K, Shiradkar R, Farré X, Fu P, El-Fahmawi A, Shahait M, Kim J, Lee D, Yamoah K, Rebbeck TR, Khani F, Robinson BD, Eklund L, Jambor I, Merisaari H, Ettala O, Taimen P, Aronen HJ, Boström PJ, Tewari A, Magi-Galluzzi C, Klein E, Purysko A, Nc Shih N, Feldman M, Gupta S, Lal P, Madabhushi A. Leo P, et al. Among authors: janowczyk a. NPJ Precis Oncol. 2021 May 3;5(1):35. doi: 10.1038/s41698-021-00174-3. NPJ Precis Oncol. 2021. PMID: 33941830 Free PMC article.
Prostate Cancer Risk Stratification via Nondestructive 3D Pathology with Deep Learning-Assisted Gland Analysis.
Xie W, Reder NP, Koyuncu C, Leo P, Hawley S, Huang H, Mao C, Postupna N, Kang S, Serafin R, Gao G, Han Q, Bishop KW, Barner LA, Fu P, Wright JL, Keene CD, Vaughan JC, Janowczyk A, Glaser AK, Madabhushi A, True LD, Liu JTC. Xie W, et al. Among authors: janowczyk a. Cancer Res. 2022 Jan 15;82(2):334-345. doi: 10.1158/0008-5472.CAN-21-2843. Epub 2021 Dec 1. Cancer Res. 2022. PMID: 34853071 Free PMC article.
Machine Learning to Predict Risk of Relapse Using Cytologic Image Markers in Patients With Acute Myeloid Leukemia Posthematopoietic Cell Transplantation.
Arabyarmohammadi S, Leo P, Viswanathan VS, Janowczyk A, Corredor G, Fu P, Meyerson H, Metheny L, Madabhushi A. Arabyarmohammadi S, et al. Among authors: janowczyk a. JCO Clin Cancer Inform. 2022 May;6:e2100156. doi: 10.1200/CCI.21.00156. JCO Clin Cancer Inform. 2022. PMID: 35522898 Free PMC article. Clinical Trial.
58 results