Biraja Ghoshal

15 papers B 6Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Quantum Simulation of Protein Fragment Electronic Structure Using Moment-based Adaptive Variational Quantum Algorithms.
CoRR
Biraja Ghoshal
2026 J jnl
The Quantum Cliff: A Critical Proton Tunneling Threshold Determines Clinical Severity in RPE65-Mediated Retinal Disease.
CoRR
Biraja Ghoshal
2024 — conf
Making Deep Learning Models Clinically Useful - Improving Diagnostic Confidence in Inherited Retinal Disease with Conformal Prediction.
UNSURE@MICCAI
Biraja Ghoshal, William Woof, Bernardo Mendes, Saoud Al-Khuzaei, Thales Antonio Cabral De Guimaraes, Malena Daich Varela, Yichen Liu, Sagnik Sen, Siying Lin, Mital Shah, Yu Fujinami-Yokokawa, Andrew R. Webster, Omar A. Mahroo, Kaoru Fujinami, Frank G. Holz, Philipp Herrmann, Juliana Sallum, Konstantinos Balaskas, Savita Madhusudhan, Susan M. Downes, Michel Michaelides, Nikolas Pontikos
2022 — conf
Leveraging Uncertainty in Deep Learning for Pancreatic Adenocarcinoma Grading.
MIUA
Biraja Ghoshal, Bhargab Ghoshal, Allan Tucker
2022 J jnl
Leveraging Uncertainty in Deep Learning for Pancreatic Adenocarcinoma Grading.
CoRR
Biraja Ghoshal, Bhargab Ghoshal, Allan Tucker
2022 J jnl
On Calibrated Model Uncertainty in Deep Learning.
CoRR
Biraja Ghoshal, Allan Tucker
2021 B conf
Bayesian Deep Active Learning for Medical Image Analysis.
AIME
Biraja Ghoshal, Stephen Swift, Allan Tucker
2021 J jnl
Estimating uncertainty in deep learning for reporting confidence to clinicians in medical image segmentation and diseases detection.
Comput. Intell.
Biraja Ghoshal, Allan Tucker, Bal Sanghera, Wai Lup Wong
2021 B conf
Hyperspherical Weight Uncertainty in Neural Networks.
IDA
Biraja Ghoshal, Allan Tucker
2021 B conf
On Cost-Sensitive Calibrated Uncertainty in Deep Learning: An application on COVID-19 detection.
CBMS
Biraja Ghoshal, Allan Tucker
2021 B conf
Uncertainty Estimation in SARS-CoV-2 B-Cell Epitope Prediction for Vaccine Development.
AIME
Bhargab Ghoshal, Biraja Ghoshal, Stephen Swift, Allan Tucker
2021 J jnl
Uncertainty Estimation in SARS-CoV-2 B-cell Epitope Prediction for Vaccine Development.
CoRR
Bhargab Ghoshal, Biraja Ghoshal, Stephen Swift, Allan Tucker
2020 J jnl
Estimating Uncertainty and Interpretability in Deep Learning for Coronavirus (COVID-19) Detection.
CoRR
Biraja Ghoshal, Allan Tucker
2020 B conf
Estimating Uncertainty in Deep Learning for Reporting Confidence: An Application on Cell Type Prediction in Testes Based on Proteomics.
IDA
Biraja Ghoshal, Cecilia Lindskog, Allan Tucker
2019 B conf
Estimating Uncertainty in Deep Learning for Reporting Confidence to Clinicians when Segmenting Nuclei Image Data.
CBMS
Biraja Ghoshal, Allan Tucker, Bal Sanghera, Wai Lup Wong