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Abhinav Sharma
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Screening PubMed abstracts: is class imbalance always a challenge to machine learning?
C Lanera, P Berchialla, A Sharma, C Minto, D Gregori, I Baldi
Systematic reviews 8, 1-9, 2019
262019
The ACROBAT 2022 challenge: automatic registration of breast cancer tissue
P Weitz, M Valkonen, L Solorzano, C Carr, K Kartasalo, C Boissin, ...
Medical image analysis 97, 103257, 2024
142024
Extending PubMed searches to ClinicalTrials. gov through a machine learning approach for systematic reviews
C Lanera, C Minto, A Sharma, D Gregori, P Berchialla, I Baldi
Journal of clinical epidemiology 103, 22-30, 2018
142018
A Multi-Stain Breast Cancer Histological Whole-Slide-Image Data Set from Routine Diagnostics
P Weitz, M Valkonen, L Solorzano, C Carr, K Kartasalo, C Boissin, ...
Scientific Data 10 (1), 562, 2023
102023
ACROBAT--a multi-stain breast cancer histological whole-slide-image data set from routine diagnostics for computational pathology
P Weitz, M Valkonen, L Solorzano, C Carr, K Kartasalo, C Boissin, ...
arXiv preprint arXiv:2211.13621, 2022
92022
Development and prognostic validation of a three-level NHG-like deep learning-based model for histological grading of breast cancer
A Sharma, P Weitz, Y Wang, B Liu, J Vallon-Christersson, J Hartman, ...
Breast Cancer Research 26 (1), 17, 2024
82024
Validation of an AI-based solution for breast cancer risk stratification using routine digital histopathology images
A Sharma, SK Lövgren, KL Eriksson, Y Wang, S Robertson, J Hartman, ...
Breast Cancer Research 26 (1), 123, 2024
52024
Deep learning-based risk stratification of preoperative breast biopsies using digital whole slide images
C Boissin, Y Wang, A Sharma, P Weitz, E Karlsson, S Robertson, ...
Breast Cancer Research 26 (1), 90, 2024
22024
Development and validation of novel deep learning-based models for cancer histopathology image
A Sharma
Karolinska Institutet, 2024
2024
WEEP: A method for spatial interpretation of weakly supervised CNN models in computational pathology
A Sharma, B Liu, M Rantalainen
arXiv preprint arXiv:2403.15238, 2024
2024
Multi-stain modelling of histopathology slides for breast cancer prognosis prediction
A Sharma, FK Gustafsson, J Hartman, M Rantalainen
medRxiv, 2024.11. 10.24317066, 2024
2024
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Articles 1–11