AI-Derived Electronic Tumor Marker For Cancer Antigen 19-9 Nonproducers With Pancreatic Ductal Adenocarcinoma.
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| Title: | AI-Derived Electronic Tumor Marker For Cancer Antigen 19-9 Nonproducers With Pancreatic Ductal Adenocarcinoma. |
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| Authors: | Thalji SZ; Department of Surgery, Division of Surgical Oncology, Medical College of Wisconsin, Milwaukee., Aldakkak M; Department of Surgery, Division of Surgical Oncology, Medical College of Wisconsin, Milwaukee., Ramamurthi A; Department of Surgery, Division of Surgical Oncology, Medical College of Wisconsin, Milwaukee., Jaraczewski TJ; Department of Surgery, Division of Surgical Oncology, Medical College of Wisconsin, Milwaukee., Belbahri M; Layer 6 AI, Montreal, Quebec, Canada., SenthilKumar G; Department of Surgery, Division of Surgical Oncology, Medical College of Wisconsin, Milwaukee., Shaik T; Department of Surgery, Division of Surgical Oncology, Medical College of Wisconsin, Milwaukee., Merrill JR; Department of Surgery, Division of Surgical Oncology, Medical College of Wisconsin, Milwaukee., Banerjee A; Division of Biostatistics, Data Science Institute, Medical College of Wisconsin, Milwaukee., Taylor BW; Clinical and Translational Science Institute of Southeast Wisconsin, Medical College of Wisconsin, Milwaukee., Kamgar M; Department of Medicine, Division of Medical Oncology, Medical College of Wisconsin, Milwaukee., George B; Department of Medicine, Division of Medical Oncology, Medical College of Wisconsin, Milwaukee., Erickson B; Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee., Hall WA; Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee., Lytle NK; Department of Surgery, Division of Surgical Oncology, Medical College of Wisconsin, Milwaukee., Seo YD; Department of Surgery, Division of Surgical Oncology, Medical College of Wisconsin, Milwaukee., Christians KK; Department of Surgery, Division of Surgical Oncology, Medical College of Wisconsin, Milwaukee., Clarke CN; Department of Surgery, Division of Surgical Oncology, Medical College of Wisconsin, Milwaukee., Evans DB; Department of Surgery, Division of Surgical Oncology, Medical College of Wisconsin, Milwaukee., Tsai S; Department of Surgery, Division of Surgical Oncology, Medical College of Wisconsin, Milwaukee., Kothari AN; Department of Surgery, Division of Surgical Oncology, Medical College of Wisconsin, Milwaukee. |
| Source: | JAMA surgery [JAMA Surg] 2026 May 01; Vol. 161 (5), pp. 508-516. |
| Publication Type: | Evaluation Study; Journal Article; Validation Study |
| Journal Info: | Publisher: American Medical Association Country of Publication: United States NLM ID: 101589553 Publication Model: Print Cited Medium: Internet ISSN: 2168-6262 (Electronic) Linking ISSN: 21686254 NLM ISO Abbreviation: JAMA Surg Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2168-6262 |
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| DOI: | 10.1001/jamasurg.2026.0291 |
