• Are you sure it’s an artifact? Artifact detection and uncertainty quantification in histological images 

      Kanwal, Neel; Lopez-Perez, Miguel; Kiraz, Umay; Zuiverloon, Tahlita C M; Molina, Rafael (Peer reviewed; Journal article, 2023)
      Modern cancer diagnostics involves extracting tissue specimens from suspicious areas and conducting histotechnical procedures to prepare a digitized glass slide, called whole slide image (WSI), for further examination. ...
    • Distinct Gene Expression Profiles of Matched Primary and Metastatic Triple-Negative Breast Cancers 

      Kaur, Jaspreet; Chandrashekar, Darshan S.; Varga, Zsuzsanna; Sobottka, Bettina; Janssen, Emiel; Kowalski, Jeanne; Kiraz, Umay; Varambally, Sooryanarayana; Aneja, Ritu (Peer reviewed; Journal article, 2022)
      Background: Although triple-negative breast cancer (TNBC) is associated with an increased risk of recurrence and metastasis, the molecular mechanisms underlying metastasis in TNBC remain unknown. To identify transcriptional ...
    • Invasive cancerous area detection in non-muscle invasive bladder cancer whole slide images 

      Fuster Navarro, Saul; Khoraminia, Farbod; Kiraz, Umay; Kanwal, Neel; Kvikstad, Vebjørn; Eftestøl, Trygve Christian; Zuiverloon, Tahlita C M; Janssen, Emiel; Engan, Kjersti (Chapter, 2022)
      Bladder cancer patients’ stratification into risk groups relies on grade, stage and clinical factors. For non-muscle invasive bladder cancer, T1 tumours that invade the subepithelial tissue are high-risk lesions with a ...
    • Pitfalls in machine learning-based assessment of tumor-infiltrating lymphocytes in breast cancer: a report of the international immuno-oncology biomarker working group 

      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 (Peer reviewed; Journal article, 2023)
      The clinical significance of the tumor-immune interaction in breast cancer is now established, and tumor-infiltrating lymphocytes (TILs) have emerged as predictive and prognostic biomarkers for patients with triple-negative ...
    • Relation between prognostic factors and MicroRNAs (miR-18a/miR-18b) in triple negative breast cancer 

      Raghe, Sadia Hassan (Master thesis, 2022)
      Breast cancer is the most common type of malignancy found in women. It is a very heterogenous disease and treatments vary accordingly. Triple negative breast cancer (TNBC) is the most aggressive subtype of breast cancer ...
    • Spatial analyses of immune cell infiltration in cancer: current methods and future directions. A report of the International Immuno-Oncology Biomarker Working Group on Breast Cancer 

      Page, David B; Broeckx, Glenn; Jahangir, Chowdhury Arif; Verbandt, Sara; Gupta, Rajarsi R; Thagaard, Jeppe; Khiroya, Reena; Kos, Zuzana; Abduljabbar, Khalid; Acosta Haab, Gabriela; Acs, Balazs; Akturk, Guray; Almeida, Jonas S; Alvarado-Cabrero, Isabel; Azmoudeh-Ardalan, Farid; Badve, Sunil; Baharun, Nurkhairul Bariyah; Bellolio, Enrique R; Bheemaraju, Vydehi; Blenman, Kim RM; Botinelly Mendonça Fujimoto, Luciana; Bouchmaa, Najat; Burgues, Octavio; Cheang, Maggie Chon U; Ciompi, Francesco; Cooper, Lee AD; Coosemans, An; Corredor, Germán; Dantas Portela, Flavio Luis; Deman, Frederik; Demaria, Sandra; Dudgeon, Sarah N; Elghazawy, Mahmoud; Ely, Scott; Fernandez-Martín, Claudio; Fineberg, Susan; Fox, Stephen B; Gallagher, William M; Giltnane, Jennifer M; Gnjatic, Sacha; Gonzalez-Ericsson, Paula I; Grigoriadis, Anita; Halama, Niels; Hanna, Matthew G; Harbhajanka, Aparna; Hardas, Alexandros; Hart, Steven N; Hartman, Johan; 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; Vincent-Salomon, Anne; Salto-Tellez, Manuel; Saltz, Joel; Sayed, Shahin; Siziopikou, Kalliopi P; Sotiriou, Christos; Stenzinger, Albrecht; Sughayer, Maher A; Sur, Daniel; 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; Adams, Sylvia; Bartlett, John Mark Seaverns; Loibl, Sibylle; Denkert, Carsten; Savas, Peter; Loi, Sherene; Salgado, Roberto; Specht Stovgaard, Elisabeth (Peer reviewed; Journal article, 2023)
      Modern histologic imaging platforms coupled with machine learning methods have provided new opportunities to map the spatial distribution of immune cells in the tumor microenvironment. However, there exists no standardized ...