Ravi K. Samala - Publications, H-index & Citations

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Ravi K. Samala

university of michigan system

26H-index

114Paper Count

4.0KCitation Count

Published Papers 28

Publication Date

Detection of Severe Lung Infection on Chest Radiographs of COVID-19 Patients: Robustness of AI Models across Multi-Institutional Data

DIAGNOSTICS

IF3.3

2024-02-05

OAAI

Sobiecki, Andre; Hadjiiski, Lubomir M.; Chan, Heang-Ping; Samala, Ravi K.; Zhou, Chuan; Stojanovska, Jadranka; Agarwal, Prachi P.

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Methodology for Good Machine Learning with Multi-Omics Data

CLINICAL PHARMACOLOGY & THERAPEUTICS

IF5.5

2024-01-31

PREAI

Coroller, Thibaud; Sahiner, Berkman; Amatya, Anup; Gossmann, Alexej; Karagiannis, Konstantinos; Moloney, Conor; Samala, Ravi K.; Santana-Quintero, Luis; Solovieff, Nadia; Wang, Craig; Amiri-Kordestani, Laleh; Cao, Qian; Cha, Kenny H.; Charlab, Rosane; Cross, Frank H.; Hu, Tingting; Huang, Ruihao; Kraft, Jeffrey; Krusche, Peter; Li, Yutong; Li, Zheng; Mazo, Ilya; Paul, Rahul; Schnakenberg, Susan; Serra, Paolo; Smith, Sean; Song, Chi; Su, Fei; Tiwari, Mohit; Vechery, Colin; Xiong, Xin; Zarate, Juan Pablo; Zhu, Hao; Chakravartty, Arunava; Liu, Qi; Ohlssen, David; Petrick, Nicholas; Schneider, Julie A.; Walderhaug, Mark; Zuber, Emmanuel

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Measurement and Mitigation of Bias in Artificial Intelligence: A Narrative Literature Review for Regulatory Science

CLINICAL PHARMACOLOGY & THERAPEUTICS

IF5.5

2023-12-12

OAAI

Gray, Magnus; Samala, Ravi; Liu, Qi; Skiles, Denny; Xu, Joshua; Tong, Weida; Wu, Leihong

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Characterization of mechanical stiffness using additive manufacturing and finite element analysis: potential tool for bone health assessment

3D PRINTING IN MEDICINE

IF3.1

2023-11-18

OAAI

Marupudi, Sriharsha; Cao, Qian; Samala, Ravi; Petrick, Nicholas

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Proceedings of the NHLBI Workshop on Artificial Intelligence in Cardiovascular Imaging Translation to Patient Care

JACC-CARDIOVASCULAR IMAGING

IF15.2

2023-09-01

OAAI

Dey, Damini; Arnaout, Rima; Antani, Sameer; Badano, Aldo; Jacques, Louis; Li, Huiqing; Leiner, Tim; Margerrison, Edward; Samala, Ravi; Sengupta, Partho P.; Shah, Sanjiv J.; Slomka, Piotr; Williams, Michelle C.; Bandettini, Patricia; Sachdev, Vandana

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AAPM task group report 273: Recommendations on best practices for AI and machine learning for computer-aided diagnosis in medical imaging

MEDICAL PHYSICS

IF3.2

2023-01-06

OAAI

Hadjiiski, Lubomir; Cha, Kenny; Chan, Heang-Ping; Drukker, Karen; Morra, Lia; Nappi, Janne J.; Sahiner, Berkman; Yoshida, Hiroyuki; Chen, Quan; Deserno, Thomas M.; Greenspan, Hayit; Huisman, Henkjan; Huo, Zhimin; Mazurchuk, Richard; Petrick, Nicholas; Regge, Daniele; Samala, Ravi; Summers, Ronald M.; Suzuki, Kenji; Tourassi, Georgia; Vergara, Daniel; Armato, Samuel G., III

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Effect of Dose Level on Radiologists' Detection of Microcalcifications in Digital Breast Tomosynthesis: An Observer Study with Breast Phantoms

ACADEMIC RADIOLOGY

IF3.9

2022-01-01

OAAI

Chan, Heang-Ping; Helvie, Mark A.; Klein, Katherine A.; McLaughlin, Carol; Neal, Colleen H.; Oudsema, Rebecca; Rahman, W. Tania; Roubidoux, Marilyn A.; Hadjiiski, Lubomir M.; Zhou, Chuan; Samala, Ravi K.

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Risks of feature leakage and sample size dependencies in deep feature extraction for breast mass classification

MEDICAL PHYSICS

IF3.2

2021-04-12

OAAI

Samala, Ravi K.; Chan, Heang-Ping; Hadjiiski, Lubomir; Helvie, Mark A.

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Computer-aided diagnosis in the era of deep learning

MEDICAL PHYSICS

IF3.2

2020-05-17

200

OAAI

Chan, Heang-Ping; Hadjiiski, Lubomir M.; Samala, Ravi K.

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Generalization error analysis for deep convolutional neural network with transfer learning in breast cancer diagnosis

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2020-05-11

OAAI

Samala, Ravi K.; Chan, Heang-Ping; Hadjiiski, Lubomir M.; Helvie, Mark A.; Richter, Caleb D.

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Diagnostic Accuracy of CT for Prediction of Bladder Cancer Treatment Response with and without Computerized Decision Support

ACADEMIC RADIOLOGY

IF3.9

2019-09-01

OAAI

Cha, Kenny H.; Hadjiiski, Lubomir M.; Cohan, Richard H.; Chan, Heang-Ping; Caoili, Elaine M.; Davenport, Matthew; Samala, Ravi K.; Weizer, Alon Z.; Alva, Ajjai; Kirova-Nedyalkova, Galina; Shampain, Kimberly; Meyer, Nathaniel; Barkmeier, Daniel; Woolen, Sean; Shankar, Prasad R.; Francis, Isaac R.; Palmbos, Phillip

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Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2019-03-01

157

OAAI

Samala, Ravi K.; Chan, Heang-Ping; Hadjiiski, Lubomir; Helvie, Mark A.; Richter, Caleb D.; Cha, Kenny H.

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U-Net based deep learning bladder segmentation in CT urography

MEDICAL PHYSICS

IF3.2

2019-02-28

OAAI

Ma, Xiangyuan; Hadjiiski, Lubomir M.; Wei, Jun; Chan, Heang-Ping; Cha, Kenny H.; Cohan, Richard H.; Caoili, Elaine M.; Samala, Ravi; Zhou, Chuan; Lu, Yao

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Deep-learning convolutional neural network: Inner and outer bladder wall segmentation in CT urography

MEDICAL PHYSICS

IF3.2

2019-01-04

OAAI

Gordon, Marshall N.; Hadjiiski, Lubomir M.; Cha, Kenny H.; Samela, Ravi K.; Chan, Heang-Ping; Cohan, Richard H.; Caoili, Elaine M.

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Evolutionary pruning of transfer learned deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2018-05-01

OAAI

Samala, Ravi K.; Chan, Heang-Ping; Hadjiiski, Lubomir M.; Helvie, Mark A.; Richter, Caleb; Cha, Kenny

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Computer-aided assessment of breast density: comparison of supervised deep learning and feature-based statistical learning

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2018-01-09

OAAI

Li, Songfeng; Wei, Jun; Chan, Heang-Ping; Helvie, Mark A.; Roubidoux, Marilyn A.; Lu, Yao; Zhou, Chuan; Hadjiiski, Lubomir M.; Samala, Ravi K.

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Multi-task transfer learning deep convolutional neural network: application to computer-aided diagnosis of breast cancer on mammograms

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2017-11-10

164

OAAI

Samala, Ravi K.; Chan, Heang-Ping; Hadjiiski, Lubomir M.; Helvie, Mark A.; Cha, Kenny H.; Richter, Caleb D.

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Improving image quality for digital breast tomosynthesis: an automated detection and diffusion-based method for metal artifact reduction

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2017-09-15

OAAI

Lu, Yao; Chan, Heang-Ping; Wei, Jun; Hadjiiski, Lubomir M.; Samala, Ravi K.

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Bladder Cancer Treatment Response Assessment in CT using Radiomics with Deep-Learning

SCIENTIFIC REPORTS

IF3.9

2017-08-18

155

OAAI

Cha, Kenny H.; Hadjiiski, Lubomir; Chan, Heang-Ping; Weizer, Alon Z.; Alva, Ajjai; Cohan, Richard H.; Caoili, Elaine M.; Paramagul, Chintana; Samala, Ravi K.

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Multiscale bilateral filtering for improving image quality in digital breast tomosynthesis

MEDICAL PHYSICS

IF3.2

2016-11-30

OAAI

Lu, Yao; Chan, Heang-Ping; Wei, Jun; Hadjiiski, Lubomir M.; Samala, Ravi K.

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Research Directions