Sonal Gandhi

Andong National University — South Korea

Biochemistry, Genetics and Molecular Biology · Life Sciences

32h-index3.0kcitations172works5.82yr avg
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Research Topics

Breast Cancer Treatment Studies(45), Radiomics and Machine Learning in Medical Imaging(32), AI in cancer detection(18), MRI in cancer diagnosis(16), Ultrasound and Hyperthermia Applications(15)

Publications172 total

Exploring technological trend and collaboration analysis in reversible data hiding in encrypted images
2025
Quantitative ultrasound imaging for predicting response and guiding personalized neoadjuvant chemotherapy in breast cancer: randomized phase 2 clinical trial results
npj Precision Oncology·2025Open Access
Reversible data hiding for color images using a novel self-attention based CNN predictor and error adjustment
Signal Image and Video Processing·2025
P2.08.23 Safety and Biomarker Analysis of Nrg-Lu004: Phase I Trial of Radiotherapy With Durvalumab in PD-L1 High LA-NSCLC
Journal of Thoracic Oncology·2025
LightGBM-Driven Pixel Prediction for High Fidelity Reversible Data Hiding
2025
Validation of a Quantitative Ultrasound Texture Analysis Model for Early Prediction of Neoadjuvant Chemotherapy Response in Breast Cancer: A Prospective Serial Imaging Study
Cancers·2025· 2 citedOpen Access
Quantitative Ultrasound Texture Analysis of Breast Tumors: A Comparison of a Cart-Based and a Wireless Ultrasound Scanner
Journal of Imaging·2025· 1 citedOpen Access
Validation of Quantitative Ultrasound and Texture Derivative Analyses-Based Model for Upfront Prediction of Neoadjuvant Chemotherapy Response in Breast Cancer
2025Open Access
Validation of Quantitative Ultrasound and Texture Derivative Analyses-Based Model for Upfront Prediction of Neoadjuvant Chemotherapy Response in Breast Cancer
2025· 1 citedOpen Access
Validation of Quantitative Ultrasound and Texture Derivative Analyses-Based Model for Upfront Prediction of Neoadjuvant Chemotherapy Response in Breast Cancer
Journal of Imaging·2025Open Access
Survey of reversible data hiding: Statistics, current trends, and future outlook
Computer Standards & Interfaces·2025· 8 cited
Prediction of Chemotherapy Response in Locally Advanced Breast Cancer Patients at Pre-Treatment Using CT Textural Features and Machine Learning: Comparison of Feature Selection Methods
Tomography·2025· 3 citedOpen Access
Risk Factors for Treatment Toxicity and High Side Effect Burden Among Breast Cancer Survivors: A Retrospective Chart Review
Cancers·2025· 2 citedOpen Access
QUANTITATIVE ULTRASOUND RADIOMICS GUIDED ADAPTIVE NEOADJUVANT CHEMOTHERAPY IN BREAST CANCER: A RANDOMIZED STUDY
Ultrasound in Medicine & Biology·2025
Quantitative ultrasound radiomics for therapy response monitoring in patients with locally advanced breast cancer: Multi-institutional study results
2024Open Access
Quantitative ultrasound radiomics for therapy response monitoring in patients with locally advanced breast cancer: Multi-institutional study results
2024· 1 citedOpen Access
Multimodal Pancreatic Cancer Detection Using Methylated DNA Biomarkers in Pancreatic Juice and Plasma CA 19-9: A Prospective Multicenter Study
Clinical Gastroenterology and Hepatology·2024· 8 citedOpen Access
Identifying Oncology Patients at High Risk for Potentially Preventable Emergency Department Visits Using a Novel Definition
JCO Clinical Cancer Informatics·2024· 1 cited
Impact of Location of Residence and Distance to Cancer Centre on Medical Oncology Consultation and Neoadjuvant Chemotherapy for Triple-Negative and HER2-Positive Breast Cancer
Current Oncology·2024· 1 citedOpen Access
High Fidelity Reversible Data Hiding For Color Images using CNN Predictor and Reference Error
2024
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Frequent Co-authors

Maureen Trudeau(18), Ali Sadeghi‐Naini(17), William T. Tran(16), Gregory J. Czarnota(16), Lakshmanan Sannachi(14), Frances C. Wright(12), Belinda Curpen(12), Andrea Eisen(10), Archya Dasgupta(7), Michael C. Kolios(7), Elzbieta Slodkowska(7), Glenn G. Fletcher(5), Mihaela Mates(5), Sunil Verma(5), Fang‐I Lu(5), Daniel DiCenzo(5), Karina Quiaoit(5), Kashuf Fatima(5), Mehrdad J. Gangeh(5), Hadi Tadayyon(4)