Michael B. Wallace

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 18

Top Topics

Endoscopic Images

Canonical Correlation Analysis

Mri Segmentation

Top Venues

MLMI@MICCAI (2)

IEEE Trans. Medical Imaging

Publications

Zheyuan Zhang, Elif Keles, Gorkem Durak, Yavuz Taktak, Onkar Susladkar, Vandan Gorade, Debesh Jha, Asli C. Ormeci, Alpay Medetalibeyoglu, Lanhong Yao, Bin Wang, Ilkin Sevgi Isler, Linkai Peng, Hongyi Pan, Camila Lopes Vendrami, Amir Bourhani, Yury Velichko, Boqing Gong, Concetto Spampinato, Ayis Pyrros, Pallavi Tiwari, Derk C. F. Klatte, Megan Engels, Sanne Hoogenboom, Candice W. Bolan, Emil Agarunov, Nassier Harfouch, Chenchan Huang, Marco J. Bruno, Ivo Schoots, Rajesh N. Keswani, Frank H. Miller, Tamas Gonda, Cemal Yazici, Temel Tirkes, Baris Turkbey, Michael B. Wallace, Ulas Bagci
Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning. CoRR (2024)
Linkai Peng, Zheyuan Zhang, Gorkem Durak, Frank H. Miller, Alpay Medetalibeyoglu, Michael B. Wallace, Ulas Bagci
Optimizing Synthetic Data for Enhanced Pancreatic Tumor Segmentation. CoRR (2024)
Blake Wilson, Jonathan Wurtz, Vahagn Mkhitaryan, Michael B. Wallace, Sheng-Tao Wang, Sabre Kais, Vladimir M. Shalaev, Alexandra Boltasseva
Non-native Quantum Generative Optimization with Adversarial Autoencoders. CoRR (2024)
Lanhong Yao, Zheyuan Zhang, Ugur Demir, Elif Keles, Camila Vendrami, Emil Agarunov, Candice W. Bolan, Ivo Schoots, Marc Bruno, Rajesh Keswani, Frank Miller, Tamas Gonda, Cemal Yazici, Temel Tirkes, Michael B. Wallace, Concetto Spampinato, Ulas Bagci
Radiomics Boosts Deep Learning Model for IPMN Classification. MLMI@MICCAI (2) (2023)
Lanhong Yao, Zheyuan Zhang, Ugur Demir, Elif Keles, Camila Vendrami, Emil Agarunov, Candice W. Bolan, Ivo Schoots, Marc Bruno, Rajesh Keswani, Frank Miller, Tamas Gonda, Cemal Yazici, Temel Tirkes, Michael B. Wallace, Concetto Spampinato, Ulas Bagci
Radiomics Boosts Deep Learning Model for IPMN Classification. CoRR (2023)
Tara M. Pattilachan, Ugur Demir, Elif Keles, Debesh Jha, Derk Klatte, Megan Engels, Sanne Hoogenboom, Candice W. Bolan, Michael B. Wallace, Ulas Bagci
A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications. CoRR (2023)
Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ismail Irmakci, Michael B. Wallace, Candice W. Bolan, Megan Engels, Sanne Hoogenboom, Marco Aldinucci, Ulas Bagci, Daniela Giordano, Concetto Spampinato
Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images. EMBC (2022)
Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ismail Irmakci, Michael B. Wallace, Candice W. Bolan, Megan Engels, Sanne Hoogenboom, Marco Aldinucci, Ulas Bagci, Daniela Giordano, Concetto Spampinato
Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images. CoRR (2022)
Rodney LaLonde, Pujan Kandel, Concetto Spampinato, Michael B. Wallace, Ulas Bagci
Diagnosing Colorectal Polyps in the Wild with Capsule Networks. CoRR (2020)
Rodney LaLonde, Pujan Kandel, Concetto Spampinato, Michael B. Wallace, Ulas Bagci
Diagnosing Colorectal Polyps in the Wild with Capsule Networks. ISBI (2020)
Naji Khosravan, Aliasghar Mortazi, Michael B. Wallace, Ulas Bagci
PAN: Projective Adversarial Network for Medical Image Segmentation. CoRR (2019)
Naji Khosravan, Aliasghar Mortazi, Michael B. Wallace, Ulas Bagci
PAN: Projective Adversarial Network for Medical Image Segmentation. MICCAI (6) (2019)
Rodney LaLonde, Irene Tanner, Katerina Nikiforaki, Georgios Z. Papadakis, Pujan Kandel, Candice W. Bolan, Michael B. Wallace, Ulas Bagci
INN: Inflated Neural Networks for IPMN Diagnosis. MICCAI (5) (2019)
Rodney LaLonde, Irene Tanner, Katerina Nikiforaki, Georgios Z. Papadakis, Pujan Kandel, Candice W. Bolan, Michael B. Wallace, Ulas Bagci
INN: Inflated Neural Networks for IPMN Diagnosis. CoRR (2019)
Sarfaraz Hussein, Pujan Kandel, Candice W. Bolan, Michael B. Wallace, Ulas Bagci
Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches. IEEE Trans. Medical Imaging 38 (8) (2019)
Sarfaraz Hussein, Pujan Kandel, Juan E. Corral, Candice W. Bolan, Michael B. Wallace, Ulas Bagci
Deep multi-modal classification of intraductal papillary mucinous neoplasms (IPMN) with canonical correlation analysis. ISBI (2018)
Sarfaraz Hussein, Maria M. J. Chuquicusma, Pujan Kandel, Candice W. Bolan, Michael B. Wallace, Ulas Bagci
Supervised and Unsupervised Tumor Characterization in the Deep Learning Era. CoRR (2018)
Sarfaraz Hussein, Pujan Kandel, Juan E. Corral, Candice W. Bolan, Michael B. Wallace, Ulas Bagci
Deep Multi-Modal Classification of Intraductal Papillary Mucinous Neoplasms (IPMN) with Canonical Correlation Analysis. CoRR (2017)
Barbara André, Tom Vercauteren, Anna M. Buchner, Michael B. Wallace, Nicholas Ayache
Learning Semantic and Visual Similarity for Endomicroscopy Video Retrieval. IEEE Trans. Medical Imaging 31 (6) (2012)
Barbara André, Tom Vercauteren, Anna M. Buchner, Michael B. Wallace, Nicholas Ayache
Retrieval Evaluation and Distance Learning from Perceived Similarity between Endomicroscopy Videos. MICCAI (3) (2011)
Barbara André, Tom Vercauteren, Anna M. Buchner, Michael B. Wallace, Nicholas Ayache
A smart atlas for endomicroscopy using automated video retrieval. Medical Image Anal. 15 (4) (2011)
Barbara André, Tom Vercauteren, Anna M. Buchner, Michael B. Wallace, Nicholas Ayache
Endomicroscopic video retrieval using mosaicing and visual words. ISBI (2010)
Barbara André, Tom Vercauteren, Anna M. Buchner, Muhammad Waseem Shahid, Michael B. Wallace, Nicholas Ayache
An Image Retrieval Approach to Setup Difficulty Levels in Training Systems for Endomicroscopy Diagnosis. MICCAI (2) (2010)
Barbara André, Tom Vercauteren, Aymeric Perchant, Anna M. Buchner, Michael B. Wallace, Nicholas Ayache
Introducing Space and Time in Local Feature-Based Endomicroscopic Image Retrieval. MCBR-CDS (2009)
Barbara André, Tom Vercauteren, Aymeric Perchant, Anna M. Buchner, Michael B. Wallace, Nicholas Ayache
Endomicroscopic Image Retrieval and Classification Using Invariant Visual Features. ISBI (2009)
Christopher Y. Kim, Babak Etemad, Tammy F. Glenn, Harold A. Mackey, Gerald E. Viator, Michael B. Wallace, Mahesh S. Mokhashi, Peter B. Cotton, Robert Holbrook Hawes
Remote clinical assessment of gastrointestinal endoscopy (tele-endoscopy): an initial experience. AMIA (2000)