Shreyasi Pathak

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 13

Top Topics

Prediction Model

Weakly Supervised Learning

Evaluation Method

Top Venues

ICDM (Workshops)

Artif. Intell. Medicine

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Jorn-Jan van de Beld, Shreyasi Pathak, Jeroen Geerdink, Johannes H. Hegeman, Christin Seifert
Feature importance to explain multimodal prediction models. A clinical use case. CoRR (2024)
Shreyasi Pathak, Jörg Schlötterer, Jeroen Veltman, Jeroen Geerdink, Maurice van Keulen, Christin Seifert
Prototype-based Interpretable Breast Cancer Prediction Models: Analysis and Challenges. CoRR (2024)
Meike Nauta, Jan Trienes, Shreyasi Pathak, Elisa Nguyen, Michelle Peters, Yasmin Schmitt, Jörg Schlötterer, Maurice van Keulen, Christin Seifert
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI. ACM Comput. Surv. 55 (13s) (2023)
Phuong Quynh Le, Meike Nauta, Van Bach Nguyen, Shreyasi Pathak, Jörg Schlötterer, Christin Seifert
Benchmarking eXplainable AI - A Survey on Available Toolkits and Open Challenges. IJCAI (2023)
Shreyasi Pathak, Jörg Schlötterer, Jeroen Geerdink, Onno Dirk Vijlbrief, Maurice van Keulen, Christin Seifert
Weakly Supervised Learning for Breast Cancer Prediction on Mammograms in Realistic Settings. CoRR (2023)
Meike Nauta, Jan Trienes, Shreyasi Pathak, Elisa Nguyen, Michelle Peters, Yasmin Schmitt, Jörg Schlötterer, Maurice van Keulen, Christin Seifert
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI. CoRR (2022)
Berk Yenidogan, Shreyasi Pathak, Jeroen Geerdink, Johannes H. Hegeman, Maurice van Keulen
Multimodal Machine Learning for 30-Days Post-Operative Mortality Prediction of Elderly Hip Fracture Patients. ICDM (Workshops) (2021)
Shreyasi Pathak, Changqing Lu, Sunil Belur Nagaraj, Michel van Putten, Christin Seifert
leep scoring. Artif. Intell. Medicine 114 (2021)
Elisa Nguyen, Daphne Theodorakopoulos, Shreyasi Pathak, Jeroen Geerdink, Onno Vijlbrief, Maurice van Keulen, Christin Seifert
A Hybrid Text Classification and Language Generation Model for Automated Summarization of Dutch Breast Cancer Radiology Reports. CogMI (2020)
Frank Ruis, Shreyasi Pathak, Jeroen Geerdink, Johannes H. Hegeman, Christin Seifert, Maurice van Keulen
Human-in-the-loop Language-agnostic Extraction of Medication Data from Highly Unstructured Electronic Health Records. ICDM (Workshops) (2020)
Shreyasi Pathak, Jorit van Rossen, Onno Vijlbrief, Jeroen Geerdink, Christin Seifert, Maurice van Keulen
Post-Structuring Radiology Reports of Breast Cancer Patients for Clinical Quality Assurance. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (6) (2020)
Francesca Marazza, Faiza Allah Bukhsh, Onno Vijlbrief, Jeroen Geerdink, Shreyasi Pathak, Maurice van Keulen, Christin Seifert
Comparing Process Models for Patient Populations: Application in Breast Cancer Care. Business Process Management Workshops (2019)
Shreyasi Pathak, Jorit van Rossen, Onno Vijlbrief, Jeroen Geerdink, Christin Seifert, Maurice van Keulen
Automatic Structuring of Breast Cancer Radiology Reports for Quality Assurance. ICDM Workshops (2018)
Ratna Mandal, Nitin Agarwal, Projan Das, Shreyasi Pathak, Himansu Rathi, Subrata Nandi, Sujoy Saha
A system for stoppage pattern extraction from public bus GPS traces in developing regions. MobiGIS (2014)