Lubomir M. Hadjiiski

Overview

Best Publications

• Deep learning in medical imaging and radiation therapy.

  Berkman Sahiner;Aria Pezeshk;Lubomir M. Hadjiiski;Xiaosong Wang

  779
  Citations

• Deep Learning in Medical Image Analysis.

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

  680
  Citations

• Lung nodule detection on thoracic computed tomography images: Preliminary evaluation of a computer-aided diagnosis system

  Metin N. Gurcan;Berkman Sahiner;Nicholas Petrick;Heang Ping Chan

  432
  Citations

• Medical Imaging 2015: Computer-Aided Diagnosis

  Lubomir M. Hadjiiski;Georgia D. Tourassi

  413
  Citations

• A comparative study of limited-angle cone-beam reconstruction methods for breast tomosynthesis

  Yiheng Zhang;Heang Ping Chan;Berkman Sahiner;Jun Wei

  392
  Citations

• Computer-aided diagnosis in the era of deep learning.

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

  322
  Citations

• Computer-aided diagnosis of pulmonary nodules on CT scans: segmentation and classification using 3D active contours.

  Ted W. Way;Lubomir M. Hadjiiski;Berkman Sahiner;Heang Ping Chan

  292
  Citations

• Mass detection in digital breast tomosynthesis: Deep convolutional neural network with transfer learning from mammography

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

  282
  Citations

• Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets

  Kenny H. Cha;Lubomir Hadjiiski;Ravi K. Samala;Heang Ping Chan

  277
  Citations

• Computerized image analysis: estimation of breast density on mammograms.

  Chuan Zhou;Heang-Ping Chan;Nicholas Petrick;Mark A. Helvie

  265
  Citations

• Improvement of mammographic mass characterization using spiculation measures and morphological features

  Berkman Sahiner;Heang-Ping Chan;Nicholas Petrick;Mark A. Helvie

  259
  Citations

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

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

  255
  Citations

• Computer-aided characterization of mammographic masses: accuracy of mass segmentation and its effects on characterization

  B. Sahiner;N. Petrick;Heang-Ping Chan;L.M. Hadjiiski

  244
  Citations

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

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

  236
  Citations

• System and Method of Identifying a Potential Lung Nodule

  Heang-Ping Chan;Berkman Sahiner;Lubomir M. Hadjiyski;Chuan Zhou

  231
  Citations

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

  Kenny H. Cha;Lubomir Hadjiiski;Heang Ping Chan;Alon Z. Weizer

  210
  Citations

• Digital Breast Tomosynthesis Is Comparable to Mammographic Spot Views for Mass Characterization

  Mitra Noroozian;Lubomir Hadjiiski;Sahand Rahnama-Moghadam;Katherine A. Klein

  192
  Citations

• Computer-aided diagnosis of pulmonary nodules on CT scans: improvement of classification performance with nodule surface features.

  Ted W. Way;Berkman Sahiner;Heang Ping Chan;Lubomir Hadjiiski

  184
  Citations

• PROSTATEx Challenges for computerized classification of prostate lesions from multiparametric magnetic resonance images.

  Samuel G. Armato;Henkjan Huisman;Karen Drukker;Lubomir Hadjiiski

  176
  Citations

• Computer-aided Detection System for Breast Masses on Digital Tomosynthesis Mammograms: Preliminary Experience

  Heang Ping Chan;Jun Wei;Berkman Sahiner;Elizabeth A. Rafferty

  170
  Citations

• Evaluation of computer-aided detection and diagnosis systems

  Nicholas Petrick;Berkman Sahiner;Samuel G. Armato;Alberto Bert

  167
  Citations

• Malignant and Benign Breast Masses on 3D US Volumetric Images: Effect of Computer-aided Diagnosis on Radiologist Accuracy

  Berkman Sahiner;Heang Ping Chan;Marilyn A. Roubidoux;Lubomir M. Hadjiiski

  161
  Citations

• Feature selection and classifier performance in computer-aided diagnosis: the effect of finite sample size.

  Berkman Sahiner;Heang Ping Chan;Nicholas Petrick;Robert F. Wagner

  155
  Citations

• Effect of CAD on Radiologists’ Detection of Lung Nodules on Thoracic CT Scans: Analysis of an Observer Performance Study by Nodule Size

  Berkman Sahiner;Heang Ping Chan;Lubomir M. Hadjiiski;Philip N. Cascade

  152
  Citations

• Dual system approach to computerâ aided detection of breast masses on mammograms

  Jun Wei;Heang‐ping Chan;Berkman Sahiner;Lubomir M. Hadjiiski

  0
  Citations