Fakrul Islam Tushar

29 papers Journal 24Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Tri-Reader: An Open-Access, Multi-Stage AI Pipeline for First-Pass Lung Nodule Annotation in Screening CT. CoRR Fakrul Islam Tushar, Joseph Y. Lo
2025	J	`jnl`	Concordance-based Predictive Uncertainty (CPU)-Index: Proof-of-concept with application towards improved specificity of lung cancers on low dose screening CT. Artif. Intell. Medicine Yuqi Wang, Aarzu Gupta, Fakrul Islam Tushar, Breylon Riley, Avivah Wang, Tina D. Tailor, Stacy L. Tantum, Jian-Guo Liu, Mustafa R. Bashir, Joseph Y. Lo, Kyle J. Lafata
2025	J	`jnl`	Evaluating Large Language Models for Zero-Shot Disease Labeling in CT Radiology Reports Across Organ Systems. CoRR Michael E. Garcia-Alcoser, Mobina Ghojogh Nejad, Fakrul Islam Tushar, David Kim, Kyle J. Lafata, Geoffrey D. Rubin, Joseph Y. Lo
2025	J	`jnl`	NodMAISI: Nodule-Oriented Medical AI for Synthetic Imaging. CoRR Fakrul Islam Tushar, Ehsan Samei, Cynthia Rudin, Joseph Y. Lo
2025	J	`jnl`	SYN-LUNGS: Towards Simulating Lung Nodules with Anatomy-Informed Digital Twins for AI Training. CoRR Fakrul Islam Tushar, Lavsen Dahal, Cindy McCabe, Fong Chi Ho, Paul Segars, Ehsan Abadi, Kyle J. Lafata, Ehsan Samei, Joseph Y. Lo
2025	J	`jnl`	Virtual lung screening trial (VLST): An in silico study inspired by the national lung screening trial for lung cancer detection. Medical Image Anal. Fakrul Islam Tushar, Liesbeth Vancoillie, Cindy McCabe, Amareswararao Kavuri, Lavsen Dahal, Brian P. Harrawood, Milo Fryling, Mojtaba Zarei, Saman Sotoudeh-Paima, Fong Chi Ho, Dhrubajyoti Ghosh, Michael R. Harowicz, Tina D. Tailor, Sheng Luo, William Paul Segars, Ehsan Abadi, Kyle J. Lafata, Joseph Y. Lo, Ehsan Samei
2025	J	`jnl`	XCAT 3.0: A comprehensive library of personalized digital twins derived from CT scans. Medical Image Anal. Lavsen Dahal, Mobina Ghojogh Nejad, Liesbeth Vancoillie, Dhrubajyoti Ghosh, Yubraj Bhandari, David Kim, Fong Chi Ho, Fakrul Islam Tushar, Sheng Luo, Kyle J. Lafata, Ehsan Abadi, Ehsan Samei, Joseph Y. Lo, William Paul Segars
2024	J	`jnl`	AI in Lung Health: Benchmarking Detection and Diagnostic Models Across Multiple CT Scan Datasets. CoRR Fakrul Islam Tushar, Avivah Wang, Lavsen Dahal, Michael R. Harowicz, Kyle J. Lafata, Tina D. Tailor, Joseph Y. Lo
2024	J	`jnl`	Peritumoral Expansion Radiomics for Improved Lung Cancer Classification. CoRR Fakrul Islam Tushar
2024	J	`jnl`	What limits performance of weakly supervised deep learning for chest CT classification? CoRR Fakrul Islam Tushar, Vincent M. D'Anniballe, Geoffrey D. Rubin, Joseph Y. Lo
2024	J	`jnl`	XCAT-3.0: A Comprehensive Library of Personalized Digital Twins Derived from CT Scans. CoRR Lavsen Dahal, Mobina Ghojogh Nejad, Dhrubajyoti Ghosh, Yubraj Bhandari, David Kim, Fong Chi Ho, Fakrul Islam Tushar, Sheng Luo, Kyle J. Lafata, Ehsan Abadi, Ehsan Samei, Joseph Y. Lo, William Paul Segars
2023	J	`jnl`	Data diversity and virtual imaging in AI-based diagnosis: A case study based on COVID-19. CoRR Fakrul Islam Tushar, Lavsen Dahal, Saman Sotoudeh-Paima, Ehsan Abadi, William Paul Segars, Ehsan Samei, Joseph Y. Lo
2022	—	`conf`	Co-occurring diseases heavily influence the performance of weakly supervised learning models for classification of chest CT. Computer-Aided Diagnosis Fakrul Islam Tushar, Vincent M. D'Anniballe, Geoffrey D. Rubin, Ehsan Samei, Joseph Y. Lo
2022	J	`jnl`	Multi-label annotation of text reports from computed tomography of the chest, abdomen, and pelvis using deep learning. BMC Medical Informatics Decis. Mak. Vincent M. D'Anniballe, Fakrul Islam Tushar, Khrystyna Faryna, Songyue Han, Maciej A. Mazurowski, Geoffrey D. Rubin, Joseph Y. Lo
2022	J	`jnl`	Quality or Quantity: Toward a Unified Approach for Multi-organ Segmentation in Body CT. CoRR Fakrul Islam Tushar, Husam Nujaim, Wanyi Fu, Ehsan Abadi, Maciej A. Mazurowski, Ehsan Samei, William Paul Segars, Joseph Y. Lo
2022	J	`jnl`	Virtual vs. Reality: External Validation of COVID-19 Classifiers using XCAT Phantoms for Chest Computed Tomography. CoRR Fakrul Islam Tushar, Ehsan Abadi, Saman Sotoudeh-Paima, Rafael B. Fricks, Maciej A. Mazurowski, William Paul Segars, Ehsan Samei, Joseph Y. Lo
2022	—	`conf`	Virtual vs. reality: external validation of COVID-19 classifiers using XCAT phantoms for chest computed tomography. Computer-Aided Diagnosis Fakrul Islam Tushar, Ehsan Abadi, Saman Sotoudeh-Paima, Rafael B. Fricks, Maciej A. Mazurowski, William Paul Segars, Ehsan Samei, Joseph Y. Lo
2021	J	`jnl`	Multi-Label Annotation of Chest Abdomen Pelvis Computed Tomography Text Reports Using Deep Learning. CoRR Vincent M. D'Anniballe, Fakrul Islam Tushar, Khrystyna Faryna, Songyue Han, Maciej A. Mazurowski, Geoffrey D. Rubin, Joseph Y. Lo
2020	—	`conf`	Attention-guided classification of abnormalities in semi-structured computed tomography reports. Computer-Aided Diagnosis Khrystyna Faryna, Fakrul Islam Tushar, Vincent M. D'Anniballe, Rui Hou, Geoffrey D. Rubin, Joseph Y. Lo
2020	J	`jnl`	DSNet: Automatic dermoscopic skin lesion segmentation. Comput. Biol. Medicine Md. Kamrul Hasan, Lavsen Dahal, Prasad N. Samarakoon, Fakrul Islam Tushar, Robert Martí
2020	J	`jnl`	Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation Features. CoRR Anindo Saha, Fakrul Islam Tushar, Khrystyna Faryna, Vincent M. D'Anniballe, Rui Hou, Maciej A. Mazurowski, Geoffrey D. Rubin, Joseph Y. Lo
2020	J	`jnl`	Weakly Supervised Multi-Organ Multi-Disease Classification of Body CT Scans. CoRR Fakrul Islam Tushar, Vincent M. D'Anniballe, Rui Hou, Maciej A. Mazurowski, Wanyi Fu, Ehsan Samei, Geoffrey D. Rubin, Joseph Y. Lo
2020	—	`conf`	Weakly supervised 3D classification of chest CT using aggregated multi-resolution deep segmentation features. Computer-Aided Diagnosis Anindo Saha, Fakrul Islam Tushar, Khrystyna Faryna, Vincent M. D'Anniballe, Rui Hou, Maciej A. Mazurowski, Geoffrey D. Rubin, Joseph Y. Lo
2019	J	`jnl`	Brain Tissue Segmentation Using NeuroNet With Different Pre-processing Techniques. CoRR Fakrul Islam Tushar, Basel Alyafi, Md. Kamrul Hasan, Lavsen Dahal
2019	—	`conf`	Classification of chest CT using case-level weak supervision. Computer-Aided Diagnosis Ruixiang Tang, Fakrul Islam Tushar, Songyue Han, Rui Hou, Geoffrey D. Rubin, Joseph Y. Lo
2019	J	`jnl`	Comparative Analysis of Automatic Skin Lesion Segmentation with Two Different Implementations. CoRR Md. Kamrul Hasan, Basel Alyafi, Fakrul Islam Tushar
2019	J	`jnl`	DSNet: Automatic Dermoscopic Skin Lesion Segmentation. CoRR Md. Kamrul Hasan, Lavsen Dahal, Prasad N. Samarakoon, Fakrul Islam Tushar, Robert Martí
2018	J	`jnl`	Automatic Skin Lesion Segmentation Using GrabCut in HSV Colour Space. CoRR Fakrul Islam Tushar
2018	J	`jnl`	Quantification of Trabeculae Inside the Heart from MRI Using Fractal Analysis. CoRR Md. Kamrul Hasan, Fakrul Islam Tushar