Author

Ashwini Amin

Observed name: Amin, Ashwini

Institution: Manipal Academy of Higher Education

Observed institution: Manipal Academy of Higher Education

ORCID: 0000-0001-7273-9478

Observed ORCID: 0000-0001-7273-9478

OpenAlex ID: A5042089313

Machine Learning Enabled Photoacoustic Spectroscopy for Noninvasive Assessment of Breast Tumor Progression In Vivo : A Preclinical Study

2024 · Jackson Rodrigues, Ashwini Amin, et al. · ACS Sensors · 32

Exploring photoacoustic spectroscopy-based machine learning together with metabolomics to assess breast tumor progression in a xenograft model ex vivo

2021 · Jackson Rodrigues, Ashwini Amin, et al. · Laboratory Investigation · 20

Development of a machine learning-based model for the prediction and progression of diabetic kidney disease: A single centred retrospective study

2024 · Sandhya Nayak, Ashwini Amin, et al. · International Journal of Medical Informatics · 19

A systematic literature review on mammography: deep learning techniques for breast cancer detection with global and Asian perspectives

2025 · Ashwini Amin, Dinesh Acharya U, et al. · BMC Cancer · 13

Design and Implementation of 32-bit Functional Unit for RISC architecture applications

2020 · Rashmi Samanth, Ashwini Amin, et al. · International Conference on Devices, Circuits and Systems (ICDCS) · 5

Machine Learning Empowered a Graphical User Interface on Native Fluorescence to Predict Breast Cancer

2025 · Ashwini Amin, Mallika Priya, et al. · ACS Omega · 3

Detecting Breast Tumor by Photoacoustic Spectroscopy Integrated Machine Learning: A Comparison of Statistical and Algorithm Based Features

2021 · Jackson Rodrigues, Ashwini Amin, et al. · Frontiers in Optics + Laser Science (FiO, LS) · 2

Photoacoustic signal analysis for breast tumor classification: a pilot study

2026 · Shimul Biswas, Diya Pratish Chohan, et al. · Scientific Reports

P-2006. Development of a Machine Learning Model for the Accurate Diagnosis of Common Tropical Febrile Illnesses

2026 · C Shravya, R Rajalakshmi, et al. · Open Forum Infectious Diseases

Exploring MedSAM for Mammograms: Enhanced Segmentation and Classification with Machine Learning

2026 · Ashwini Amin, U. Dinesh Acharya, et al. · Lecture notes in networks and systems

A Systematic Literature Review on Mammography: Deep Learning in Redefining Breast Cancer Diagnosis for the Asian Perspective

2024 · Ashwini Amin, Dinesh Acharya, et al. · Research Square

Decision Support System in Identification of Lesions in the Dense Breast on Digital Mammograms

2023 · Ashwini Amin, U Dinesh Acharya, et al. · Journal of Physics Conference Series

Works count: 14

Citation count: 94

H-index: 5

I10-index: 4