Kianoush Falahkheirkhah

12 papers Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Finer Disentanglement of Aleatoric Uncertainty Can Accelerate Chemical Histopathology Imaging.
MICCAI (13)
Ji-Hun Oh, Kianoush Falahkheirkhah, Rohit Bhargava
2025 J jnl
Finer Disentanglement of Aleatoric Uncertainty Can Accelerate Chemical Histopathology Imaging.
CoRR
Ji-Hun Oh, Kianoush Falahkheirkhah, Rohit Bhargava
2024 — conf
Are We Ready for Out-of-Distribution Detection in Digital Pathology?
MICCAI (10)
Ji-Hun Oh, Kianoush Falahkheirkhah, Rohit Bhargava
2024 J jnl
Are We Ready for Out-of-Distribution Detection in Digital Pathology?
CoRR
Ji-Hun Oh, Kianoush Falahkheirkhah, Rohit Bhargava
2024 J jnl
Detecting Hallucinations in Virtual Histology with Neural Precursors.
CoRR
Ji-Hun Oh, Kianoush Falahkheirkhah, Rohit Bhargava
2023 — conf
Domain adaptation using optimal transport for invariant learning using histopathology datasets.
MIDL
Kianoush Falahkheirkhah, Alex Xijie Lu, David Alvarez-Melis, Grace Huynh
2023 J jnl
Domain adaptation using optimal transport for invariant learning using histopathology datasets.
CoRR
Kianoush Falahkheirkhah, Alex Xijie Lu, David Alvarez-Melis, Grace Huynh
2022 — conf
DRB-Net: Dilated Residual Block Network for Infrared Image Restoration.
ISVC (2)
Kianoush Falahkheirkhah, Kevin Yeh, Matthew P. Confer, Rohit Bhargava
2022 J jnl
Deepfake histological images for enhancing digital pathology.
CoRR
Kianoush Falahkheirkhah, Saumya Tiwari, Kevin Yeh, Sounak Gupta, Loren Herrera-Hernandez, Michael R. McCarthy, Rafael E. Jimenez, John C. Cheville, Rohit Bhargava
2021 J jnl
A generative adversarial approach to facilitate archival-quality histopathologic diagnoses from frozen tissue sections.
CoRR
Kianoush Falahkheirkhah, Tao Guo, Michael Hwang, Pheroze Tamboli, Christopher G. Wood, Jose A. Karam, Kanishka Sircar, Rohit Bhargava
2021 J jnl
Enhancing hyperspectral imaging.
Nat. Mach. Intell.
Rohit Bhargava, Kianoush Falahkheirkhah
2019 J jnl
A deep learning framework for morphologic detail beyond the diffraction limit in infrared spectroscopic imaging.
CoRR
Kianoush Falahkheirkhah, Kevin Yeh, Shachi Mittal, Luke Pfister, Rohit Bhargava