Deep Gaussian process with uncertainty estimation for microsatellite instability and immunotherapy response prediction from histology.
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| Title: | Deep Gaussian process with uncertainty estimation for microsatellite instability and immunotherapy response prediction from histology. |
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| Authors: | Park S; Vanderbilt University Medical Center, Nashville, TN, USA., Pettigrew MF; Division of Surgical Oncology, Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX, USA., Cha YJ; Department of Pathology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea., Kim IH; Department of Internal Medicine, Division of Medical Oncology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea., Kim M; Vanderbilt University Medical Center, Nashville, TN, USA., Banerjee I; Department of Radiology, Mayo Clinic, Phoenix, AZ, USA., Barnfather I; Department of Artificial Intelligence and Informatics, Mayo Clinic, Jacksonville, FL, USA., Clemenceau JR; Vanderbilt University Medical Center, Nashville, TN, USA., Jang I; Vanderbilt University Medical Center, Nashville, TN, USA., Kim H; Department of Pathology, Yonsei University College of Medicine, Seoul, Korea., Kim Y; Department of Hospital Pathology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea., Pai RK; Department of Laboratory Medicine and Pathology, Mayo Clinic, Scottsdale, AZ, USA., Park JH; Department of Pathology, SMG-SNU Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea., Samadder NJ; Department of Gastroenterology and Hepatology, Mayo Clinic, Scottsdale, AZ, USA., Song KY; Division of Gastrointestinal Surgery, Department of Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea., Sung JY; Department of Pathology, College of Medicine, Kyung Hee University hospital, Kyung Hee University, Seoul, Korea., Cheong JH; Department of Surgery, Department of Biochemistry and Molecular Biology, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Korea. jhcheong@yuhs.ac., Kang J; Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea. ravic@naver.com., Lee SH; Department of Hospital Pathology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea. hakjjang@gmail.com., Wang SC; Division of Surgical Oncology, Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX, USA. Sam.Wang@UTSouthwestern.edu., Hwang TH; Vanderbilt University Medical Center, Nashville, TN, USA. taehyun.hwang@vumc.org. |
| Source: | NPJ digital medicine [NPJ Digit Med] 2025 May 19; Vol. 8 (1), pp. 294. Date of Electronic Publication: 2025 May 19. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101731738 Publication Model: Electronic Cited Medium: Internet ISSN: 2398-6352 (Electronic) Linking ISSN: 23986352 NLM ISO Abbreviation: NPJ Digit Med Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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