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Abhinav Sharma

Abhinav Sharma

Phd Student
Visiting address: ,
Postal address: C8 Medicinsk epidemiologi och biostatistik, C8 MEB II Rantalainen, 171 77 Stockholm
Part of:

About me

  • I am currently a PhD student in the predictive medicine group headed by Dr. Mattias Rantalainen at the Department of Medical Epidemiology and Biostatistics, ̽»¨¾«Ñ¡. My thesis mainly focuses on the development and validation of deep learning-based models for cancer histopathology image analysis, specifically in breast cancer.

Research

  • Mainly, I am interested in the field of computational pathology, especially in the application of deep learning/AI-based models for various predictive modelling tasks like routine prognostic marker prediction, development/discovery of novel prognostic markers, multi-modal modelling for prognosis/treatment prediction etc.

Teaching

  • - Took a lecture on "Introduction to Supervised Learning – Linear Prediction Models and Regularization" in the course "Application for Multivariate Prediction Models, Machine Learning and AI with Applications in Precision Medicine" in the autumn semester of 2023.
    - Lab assistant for the lectures: "Introduction to Deep Learning and Image Analysis" and "More Deep Learning" in the course in the course "Application for Multivariate Prediction Models, Machine Learning and AI with Applications in Precision Medicine" in the autumn semester of 2023

Selected publications

  • Article: BREAST CANCER RESEARCH. 2024;26(1):17
    Sharma A; Weitz P; Wang Y; Liu B; Vallon-Christersson J; Hartman J; Rantalainen M

Articles

  • Journal article: MEDICAL IMAGE ANALYSIS. 2024;97:103257
    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
    Sharma A; Lovgren SK; Eriksson KL; Wang Y; Robertson S; Hartman J; Rantalainen M
  • Journal article: BREAST CANCER RESEARCH. 2024;26(1):90
    Boissin C; Wang Y; Sharma A; Weitz P; Karlsson E; Robertson S; Hartman J; Rantalainen M
  • Article: SCIENTIFIC DATA. 2023;10(1):562
    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
    Lanera C; Berchialla P; Sharma A; Minto C; Gregori D; Baldi I
  • Article: JOURNAL OF CLINICAL EPIDEMIOLOGY. 2018;103:22-30
    Lanera C; Minto C; Sharma A; Gregori D; Berchialla P; Baldi I

All other publications

  • Thesis / dissertation: 2024
    Sharma A
  • Thesis / dissertation: KAROLINSKA INSTITUTET. 2024
    Sharma A
  • Preprint: MEDRXIV. 2024
    Sharma A; Gustafsson FK; Hartman J; Rantalainen M
  • Preprint: ARXIV. 2024
    Sharma A; Liu B; Rantalainen M
  • Preprint: MEDRXIV. 2023
    Sharma A; Lövgren SK; Eriksson KL; Wang Y; Robertson S; Hartman J; Rantalainen M
  • Preprint: MEDRXIV. 2023
    Boissin C; Wang Y; Sharma A; Weitz P; Karlsson E; Robertson S; Hartman J; Rantalainen M
  • Preprint: MEDRXIV. 2023
    Sharma A; Weitz P; Wang Y; Liu B; Hartman J; Rantalainen M

Employments

  • Phd Student, Department of Medical Epidemiology and Biostatistics, ̽»¨¾«Ñ¡, 2021-2025

Degrees and Education

  • Degree Of Master Of Medical Science 120 Credits With A Major In Health Informatics, ̽»¨¾«Ñ¡, 2020

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