Angshuman Paul

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 28

Top Topics

Breast Ultrasound Images

Ensemble Learning

Top Venues

Medical Imaging: Computer-Aided Diagnosis

IEEE Trans. Image Process.

Publications

Jayant Mahawar, Angshuman Paul
Generalizable diagnosis of chest radiographs through attention-guided decomposition of images utilizing self-consistency loss. Comput. Biol. Medicine 180 (2024)
Krishna Thoriya, Preeti Mutreja, Sumit Kalra, Angshuman Paul
Multi-task Learning for Few-Shot Differential Diagnosis of Breast Cancer Histopathology Images. MILLanD@MICCAI (2023)
Vamshi Vardhan Yadagiri, Sekhar Reddy, Angshuman Paul
Anomaly Guided Generalizable Super-Resolution of Chest X-Ray Images Using Multi-level Information Rendering. DGM4MICCAI (2023)
Jared Frazier, Tejas Sudharshan Mathai, Jianfei Liu, Angshuman Paul, Ronald M. Summers
3D universal lesion detection and tagging in CT with self-training. Medical Imaging: Computer-Aided Diagnosis (2023)
Dabbara Keshava Chowdari, Nunna Radhasyam, Anabik Pal, Angshuman Paul
Federated learning using multi-institutional data for generalizable chest x-ray diagnosis. Medical Imaging: Computer-Aided Diagnosis (2023)
Kshitiz, Garvit Garg, Angshuman Paul
Few-shot Diagnosis of Chest x-rays Using an Ensemble of Random Discriminative Subspaces. CoRR (2023)
Saikat Sarkar, Spandan Basu, Angshuman Paul, Dipti Prasad Mukherjee
ViViD: View Prediction of Online Video Through Deep Neural Network-Based Analysis of Subjective Video Attributes. IEEE Trans. Broadcast. 69 (1) (2023)
M. K. Laksath Adityan, Himanchal Sharma, Angshuman Paul
Segmentation and Classification-Based Diagnosis of Tumors From Breast Ultrasound Images Using Multibranch Unet. ICIP (2023)
Alexander Shieh, Tejas Sudharshan Mathai, Jianfei Liu, Angshuman Paul, Ronald M. Summers
Correcting class imbalances with self-training for improved universal lesion detection and tagging. Medical Imaging: Computer-Aided Diagnosis (2023)
Aratrik Chattopadhyay, Angshuman Paul, Dipti Prasad Mukherjee
Detail preserving conditional random field as 2-D RNN for gland segmentation in histology images. Pattern Recognit. Lett. 159 (2022)
Varun Naga, Tejas Sudharshan Mathai, Angshuman Paul, Ronald M. Summers
Universal Lesion Detection and Classification Using Limited Data and Weakly-Supervised Self-training. MILLanD@MICCAI (2022)
Angshuman Paul, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers
Learning Few-Shot Chest X-Ray Diagnosis Using Images From The Published Scientific Literature. ISBI (2021)
Angshuman Paul, Yuxing Tang, Thomas C. Shen, Ronald M. Summers
Discriminative ensemble learning for few-shot chest x-ray diagnosis. Medical Image Anal. 68 (2021)
Angshuman Paul, Thomas C. Shen, Sungwon Lee, Niranjan Balachandar, Yifan Peng, Zhiyong Lu, Ronald M. Summers
Generalized Zero-Shot Chest X-Ray Diagnosis Through Trait-Guided Multi-View Semantic Embedding With Self-Training. IEEE Trans. Medical Imaging 40 (10) (2021)
Angshuman Paul, Yuxing Tang, Ronald M. Summers
Fast few-shot transfer learning for disease identification from chest x-ray images using autoencoder ensemble. Medical Imaging: Computer-Aided Diagnosis (2020)
Sai Aditya Sriram, Angshuman Paul, Yingying Zhu, Veit Sandfort, Perry J. Pickhardt, Ronald M. Summers
Multilevel UNet for pancreas segmentation from non-contrast CT scans through domain adaptation. Medical Imaging: Computer-Aided Diagnosis (2020)
Angshuman Paul, Thomas C. Shen, Niranjan Balachandar, Yuxing Tang, Yifan Peng, Zhiyong Lu, Ronald M. Summers
COMe-SEE: Cross-modality Semantic Embedding Ensemble for Generalized Zero-Shot Diagnosis of Chest Radiographs. iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Bikash Santra, Angshuman Paul, Dipti Prasad Mukherjee
Deterministic dropout for deep neural networks using composite random forest. Pattern Recognit. Lett. 131 (2020)
Angshuman Paul, Dipti Prasad Mukherjee, Scott T. Acton
Speckle Removal Using Diffusion Potential for Optical Coherence Tomography Images. IEEE J. Biomed. Health Informatics 23 (1) (2019)
Angshuman Paul, Dipti Prasad Mukherjee
Reinforced quasi-random forest. Pattern Recognit. 94 (2019)
Angshuman Paul, Dipti Prasad Mukherjee, Scott T. Acton
Shape Based Speckle Removal for Ultrasound Image Segmentation. ICIP (2019)
Angshuman Paul, Angshul Majumdar, Dipti Prasad Mukherjee
Discriminative Autoencoder. ICIP (2018)
Angshuman Paul, Dipti Prasad Mukherjee, Prasun Das, Abhinandan Gangopadhyay, Appa Rao Chintha, Saurabh Kundu
Improved Random Forest for Classification. IEEE Trans. Image Process. 27 (8) (2018)
Angshuman Paul, Abhinandan Gangopadhyay, Appa Rao Chintha, Dipti Prasad Mukherjee, Prasun Das, Saurabh Kundu
Calculation of phase fraction in steel microstructure images using random forest classifier. IET Image Process. 12 (8) (2018)
Angshuman Paul, Dipti Prasad Mukherjee
Reinforced random forest. ICVGIP (2016)
Angshuman Paul, Dipti Prasad Mukherjee
Gland segmentation from histology images using informative morphological scale space. ICIP (2016)
Angshuman Paul, Dipti Prasad Mukherjee
Mitosis Detection for Invasive Breast Cancer Grading in Histopathological Images. IEEE Trans. Image Process. 24 (11) (2015)
Angshuman Paul, Anisha Dey, Dipti Prasad Mukherjee, Jayanthi Sivaswamy, Vijaya Tourani
Regenerative Random Forest with Automatic Feature Selection to Detect Mitosis in Histopathological Breast Cancer Images. MICCAI (2) (2015)
Angshuman Paul, Dipti Prasad Mukherjee
Enhanced Random Forest for Mitosis Detection. ICVGIP (2014)
Ananda S. Chowdhury, Angshuman Paul, Filiz Bunyak, D. D. W. Cornelison, Kannappan Palaniappan
Semi-automated tracking of muscle satellite cells in brightfield microscopy video. ICIP (2012)