A Pathologist-Annotated Dataset for Validating Artificial Intelligence: A Project Description and Pilot Study

Autor: Dudgeon, Sarah N, Wen, Si, Hanna, Matthew G, Gupta, Rajarsi, Amgad, Mohamed, Sheth, Manasi, Marble, Hetal, Huang, Richard, Herrmann, Markus D, Szu, Clifford H., Tong, Darick, Werness, Bruce, Szu, Evan, Larsimont, Denis, Madabhushi, Anant, Hytopoulos, Evangelos, Chen, Weijie, Singh, Rajendra, Hart, Steven N., Saltz, Joel, Salgado, Roberto, Gallas, Brandon D

Purpose: In this work, we present a collaboration to create a validation dataset of pathologist annotations for algorithms that process whole slide images (WSIs). We focus on data collection and evaluation of algorithm performance in the context of e

Externí odkaz: http://arxiv.org/abs/2010.06995

A Regulatory Science Initiative to Harmonize and Standardize Digital Pathology and Machine Learning Processes to Speed up Clinical Innovation to Patients

Autor: Marble, Hetal Desai, Huang, Richard, Dudgeon, Sarah Nixon, Lowe, Amanda, Herrmann, Markus D., Blakely, Scott, Leavitt, Matthew O., Isaacs, Mike, Hanna, Matthew G., Sharma, Ashish, Veetil, Jithesh, Goldberg, Pamela, Schmid, Joachim H., Lasiter, Laura, Gallas, Brandon D., Abels, Esther, Lennerz, Jochen K. ^*

Publikováno v: In Journal of Pathology Informatics January-December 2020 11(1)

Initial interactions with the FDA on developing a validation dataset as a medical device development tool.

Autor: Hart, Steven, Garcia, Victor, Dudgeon, Sarah N, Hanna, Matthew G, Li, Xiaoxian, Blenman, Kim RM, Elfer, Katherine, Ly, Amy, Salgado, Roberto, Saltz, Joel, Gupta, Rajarsi, Hytopoulos, Evangelos, Larsimont, Denis, Lennerz, Jochen, Gallas, Brandon D

Publikováno v: Journal of Pathology; Dec2023, Vol. 261 Issue 4, p378-384, 7p

Pitfalls in machine learning-based assessment of tumor-infiltrating lymphocytes in breast cancer: a report of the international immuno-oncology biomarker working group

Autor: Thagaard, Jeppe, Broeckx, Glenn, Page, David B, Jahangir, Chowdhury Arif, Verbandt, Sara, Kos, Zuzana, Gupta, Rajarsi, Khiroya, Reena, Abduljabbar, Khalid, Acosta Haab, Gabriela, Acs, Balazs, Akturk, Guray, Almeida, Jonas S, Alvarado-Cabrero, Isabel, Amgad, Mohamed, Azmoudeh-Ardalan, Farid, Badve, Sunil, Baharun, Nurkhairul Bariyah, Balslev, Eva, Bellolio, Enrique R, Bheemaraju, Vydehi, Blenman, Kim RM, Botinelly Mendonça Fujimoto, Luciana, Bouchmaa, Najat, Burgues, Octavio, Chardas, Alexandros, Chon U Cheang, Maggie, Ciompi, Francesco, Cooper, Lee AD, Coosemans, An, Corredor, Germán, Dahl, Anders B, Dantas Portela, Flavio Luis, Deman, Frederik, Demaria, Sandra, Doré Hansen, Johan, Dudgeon, Sarah N, Ebstrup, Thomas, Elghazawy, Mahmoud, Fernandez-Martín, Claudio, Fox, Stephen B, Gallagher, William M, Giltnane, Jennifer M, Gnjatic, Sacha, Gonzalez-Ericsson, Paula I, Grigoriadis, Anita, Halama, Niels, Hanna, Matthew G, Harbhajanka, Aparna, Hart, Steven N, Hartman, Johan, Hauberg, Søren, Hewitt, Stephen, Hida, Akira I, Horlings, Hugo M, Husain, Zaheed, Hytopoulos, Evangelos, Irshad, Sheeba, Janssen, Emiel, Kahila, Mohamed, Kataoka, Tatsuki R, Kawaguchi, Kosuke, Kharidehal, Durga, Khramtsov, Andrey I, Kiraz, Umay, Kirtani, Pawan, Kodach, Liudmila L, Korski, Konstanty, Kovács, Anikó, Laenkholm, Anne-Vibeke, Lang-Schwarz, Corinna, Larsimont, Denis, Lennerz, Jochen K, Lerousseau, Marvin, Li, Xiaoxian, Ly, Amy, Madabhushi, Anant, Maley, Sai K, Manur Narasimhamurthy, Vidya, Marks, Douglas K, McDonald, Elizabeth S, Mehrotra, Ravi, Michiels, Stefan, Minhas, Fayyaz ul Amir Afsar, Mittal, Shachi, Moore, David A, Mushtaq, Shamim, Nighat, Hussain, Papathomas, Thomas, Penault-Llorca, Frederique, Perera, Rashindrie D, Pinard, Christopher J, Pinto-Cardenas, Juan Carlos, Pruneri, Giancarlo, Pusztai, Lajos, Rahman, Arman, Rajpoot, Nasir Mahmood, Rapoport, Bernardo Leon, Rau, Tilman T, Reis-Filho, Jorge S, Ribeiro, Joana M, Rimm, David, Roslind, Anne, Vincent-Salomon, Anne, Salto-Tellez, Manuel, Saltz, Joel, Sayed, Shahin, Scott, Ely, Siziopikou, Kalliopi P, Sotiriou, Christos, Stenzinger, Albrecht, Sughayer, Maher A, Sur, Daniel, Fineberg, Susan, Symmans, Fraser, Tanaka, Sunao, Taxter, Timothy, Tejpar, Sabine, Teuwen, Jonas, Thompson, E Aubrey, Tramm, Trine, Tran, William T, van der Laak, Jeroen, van Diest, Paul J, Verghese, Gregory E, Viale, Giuseppe, Vieth, Michael, Wahab, Noorul, Walter, Thomas, Waumans, Yannick, Wen, Hannah Y, Yang, Wentao, Yuan, Yinyin, Zin, Reena Md, Adams, Sylvia, Bartlett, John, Loibl, Sibylle, Denkert, Carsten, Savas, Peter, Loi, Sherene, Salgado, Roberto, Specht Stovgaard, Elisabeth

Externí odkaz: https://hdl.handle.net/11250/3118658

Race and Sex Disparities Among Emergency Medicine Chief Residents.

Autor: Tsai, Jennifer W., Nguyen, Mytien, Dudgeon, Sarah N., McDade, William, Kim, Jung G., Agrawal, Pooja, Boatright, Dowin

Publikováno v: JAMA Network Open; 9/24/2024, Vol. 7 Issue 9, pe2432679-e2432679, 1p