Abhinav Sharma

Publikationer
CV
Populärvetenskap och samverkan

Utvalda publikationer

Article: BREAST CANCER RESEARCH. 2024;26(1):17
Development and prognostic validation of a three-level NHG-like deep learning-based model for histological grading of breast cancer
Sharma A; Weitz P; Wang Y; Liu B; Vallon-Christersson J; Hartman J; Rantalainen M

Artiklar

Journal article: MEDICAL IMAGE ANALYSIS. 2024;97:103257
The ACROBAT 2022 challenge: Automatic registration of breast cancer tissue.
Weitz P; Valkonen M; Solorzano L; Carr C; Kartasalo K; Boissin C; Koivukoski S; Kuusela A; Rasic D; Feng Y; Pouplier SS; Sharma A; Eriksson KL; Robertson S; Marzahl C; Gatenbee CD; Anderson ARA; Wodzinski M; Jurgas A; Marini N; Atzori M; Müller H; Budelmann D; Weiss N; Heldmann S; Lotz J; Wolterink JM; De Santi B; Patil A; Sethi A; Kondo S; Kasai S; Hirasawa K; Farrokh M; Kumar N; Greiner R; Latonen L; Laenkholm A-V; Hartman J; Ruusuvuori P; Rantalainen M
Journal article: BREAST CANCER RESEARCH. 2024;26(1):123
Validation of an AI-based solution for breast cancer risk stratification using routine digital histopathology images
Sharma A; Lovgren SK; Eriksson KL; Wang Y; Robertson S; Hartman J; Rantalainen M
Journal article: BREAST CANCER RESEARCH. 2024;26(1):90
Deep learning-based risk stratification of preoperative breast biopsies using digital whole slide images
Boissin C; Wang Y; Sharma A; Weitz P; Karlsson E; Robertson S; Hartman J; Rantalainen M
Article: SCIENTIFIC DATA. 2023;10(1):562
A Multi-Stain Breast Cancer Histological Whole-Slide-Image Data Set from Routine Diagnostics
Weitz P; Valkonen M; Solorzano L; Carr C; Kartasalo K; Boissin C; Koivukoski S; Kuusela A; Rasic D; Feng Y; Pouplier SS; Sharma A; Eriksson KL; Latonen L; Laenkholm A-V; Hartman J; Ruusuvuori P; Rantalainen M
Article: SYSTEMATIC REVIEWS. 2019;8(1):317
Screening PubMed abstracts: is class imbalance always a challenge to machine learning?
Lanera C; Berchialla P; Sharma A; Minto C; Gregori D; Baldi I
Article: JOURNAL OF CLINICAL EPIDEMIOLOGY. 2018;103:22-30
Extending PubMed searches to ClinicalTrials.gov through a machine learning approach for systematic reviews
Lanera C; Minto C; Sharma A; Gregori D; Berchialla P; Baldi I

Alla övriga publikationer

Thesis / dissertation: 2024
Development and validation of novel deep learning- based models for cancer histopathology image
Sharma A
Thesis / dissertation: KAROLINSKA INSTITUTET. 2024
Development and validation of novel deep learning- based models for cancer histopathology image
Sharma A
Preprint: MEDRXIV. 2024
Multi-stain modelling of histopathology slides for breast cancer prognosis prediction
Sharma A; Gustafsson FK; Hartman J; Rantalainen M
Preprint: ARXIV. 2024
WEEP: A method for spatial interpretation of weakly supervised CNN models in computational pathology
Sharma A; Liu B; Rantalainen M
Preprint: MEDRXIV. 2023
Validation of an AI-based solution for breast cancer risk stratification using routine digital histopathology images
Sharma A; Lövgren SK; Eriksson KL; Wang Y; Robertson S; Hartman J; Rantalainen M
Preprint: MEDRXIV. 2023
Deep learning-based risk stratification of preoperative breast biopsies using digital whole slide images
Boissin C; Wang Y; Sharma A; Weitz P; Karlsson E; Robertson S; Hartman J; Rantalainen M
Preprint: MEDRXIV. 2023
Development and prognostic validation of a three-level NHG-like deep learning-based model for histological grading of breast cancer
Sharma A; Weitz P; Wang Y; Liu B; Hartman J; Rantalainen M

Anställningar

Doktorand, Medicinsk epidemiologi och biostatistik, Karolinska Institutet, 2021-2025

Examina och utbildning

Medicine Masterexamen Med Huvudområdet Hälsoinformatik, Karolinska Institutet, 2020

Utvalda publikationer

Artiklar

Alla övriga publikationer

Anställningar

Examina och utbildning

Nyheter från KI

Kalenderhändelser från KI