# Saeed Amal Source: https://hello.cv/saeedamal ## Links - linkedin | https://www.linkedin.com/in/asst-professor-saeed-amal-71b7364/ ## About Saeed Amal is an Assistant Research Professor at Northeastern University. Amal was a Postdoctoral Fellow at the Stanford University School of Medicine where he focused on the applications of artificial intelligence to improve healthcare, specifically care for cardiovascular disease. He received his PhD and MSc degree in Computer Science from the University of Haifa and a BSc degree in Computer Science from Technion. Amal has vast leadership experience in applied research from the tech industry and is a former VP of an R&D data medical startup in the field of cardiology. His research interests are the healthcare applications for artificial intelligence, including deep learning and machine learning, natural language processing (NLP), image processing, and recommender systems. ## Work ### Assistant Research Professor | Northeastern University ### Postdoctoral Fellow | Stanford University ## Publications ### Analysis and Visualization of Confounders and Treatment Pathways Leading to Amputation and Non-Amputation in Peripheral Artery Disease Patients Using Sankey Diagrams working-paper ### Artificial Intelligence and Digital Pathology for Histologic Growth Pattern Classification in Lung Adenocarcinoma working-paper ### Multi-Scale Digital Pathology Patch Level Prostate Cancer Grading Using Deep Learning: Use Case Evaluation of DiagSet Dataset working-paper ### Digital Pathology and Ensemble Deep Learning for Kidney Cancer Diagnosis: Dartmouth Kidney Cancer Histology Dataset working-paper ### Gastric Cancer Detection with Ensemble Learning on digital pathology: Use Case of Gastric Cancer on GasHisSDB Dataset working-paper ### Ensemble Deep Learning-Based Image Classification for Breast Cancer Subtype and Invasiveness Diagnosis from Whole Slide Image Histopathology working-paper ### Segmenting Tumor Gleason Pattern using Generative AI and Digital Pathology: Use Case of Prostate Cancer on MICCAI Dataset working-paper ### Visualizing Treatment Pathways Leading to Amputation and Non Amputation Using Sankey Diagrams, Sunburst Plots, and Icicle Plots in Peripheral Artery Disease [PAD] patients working-paper ### Deep Learning Models for Automated Classification of Seborrheic Keratosis: A Comprehensive Literature Review and Comparative Study working-paper ### Development and Validation of Machine Learning Models for Adverse Events after Cardiac Surgery preprint ### Confounder Analysis and Visualization Treatment Pathways Associated to Amputation in patients with Diabetes Using Sankey Diagrams: Enhancing Explainability (Preprint) preprint ### Digital Pathology and Ensemble Deep Learning for Kidney Cancer Diagnosis: Dartmouth Kidney Cancer Histology Dataset Applied Biosciences journal-article ### Digital Pathology and Ensemble Deep Learning for Kidney Cancer Diagnosis: Dartmouth Kidney Cancer Histology Dataset Applied Biosciences journal-article ### Deep Learning Models for Automated Classification of Seborrheic Keratosis: A Comprehensive Literature Review and Comparative Study preprint ### Analysis and Visualization of Confounders and Treatment Pathways Leading to Amputation and Non-Amputation in Peripheral Artery Disease Patients Using Sankey Diagrams: Enhancing Explainability Biomedicines journal-article ### Analysis and Visualization of Confounders and Treatment Pathways Leading to Amputation and Non-Amputation in Peripheral Artery Disease Patients Using Sankey Diagrams preprint ### Analysis and Visualization of Confounders and Treatment Pathways Leading to Amputation and Non-Amputation in Peripheral Artery Disease Patients Using Sankey Diagrams: Enhancing Explainability Biomedicines journal-article ### Digital Pathology and Ensemble Deep Learning for Kidney Cancer Diagnosis: Dartmouth Kidney Cancer Histology Dataset preprint ### Multi-Scale Digital Pathology Patch Level Prostate Cancer Grading Using Deep Learning: Use Case Evaluation of DiagSet Dataset preprint ### Ensemble Deep Learning-Based Image Classification for Breast Cancer Subtype and Invasiveness Diagnosis from Whole Slide Image Histopathology preprint ### Evaluating Neural Network Performance in Predicting Disease Status and Tissue Source of JC Polyomavirus from Patient Isolates Based on the Hypervariable Region of the Viral Genome Viruses journal-article ### Evaluating Neural Network Performance in Predicting Disease Status and Tissue Source of JC Polyomavirus from Patient Isolates Based on the Hypervariable Region of the Viral Genome Viruses journal-article ### Artificial Intelligence and Digital Pathology for Histologic Growth Pattern Classification in Lung Adenocarcinoma preprint ### Gastric Cancer Detection with Ensemble Learning on Digital Pathology: Use Case of Gastric Cancer on GasHisSDB Dataset Diagnostics journal-article ### Gastric Cancer Detection with Ensemble Learning on Digital Pathology: Use Case of Gastric Cancer on GasHisSDB Dataset Diagnostics journal-article ### Gastric Cancer Detection with Ensemble Learning on digital pathology: Use Case of Gastric Cancer on GasHisSDB Dataset preprint ### Segmenting Tumor Gleason Pattern using Generative AI and Digital Pathology: Use Case of Prostate Cancer on MICCAI Dataset preprint ### Multi-Scale Digital Pathology Patch-Level Prostate Cancer Grading Using Deep Learning: Use Case Evaluation of DiagSet Dataset Bioengineering journal-article ### Multi-Scale Digital Pathology Patch-Level Prostate Cancer Grading Using Deep Learning: Use Case Evaluation of DiagSet Dataset Bioengineering journal-article ### Ensemble Deep Learning-Based Image Classification for Breast Cancer Subtype and Invasiveness Diagnosis from Whole Slide Image Histopathology Cancers journal-article ### Ensemble Deep Learning-Based Image Classification for Breast Cancer Subtype and Invasiveness Diagnosis from Whole Slide Image Histopathology Cancers journal-article ### Enhancing Prostate Cancer Diagnosis with a Novel Artificial Intelligence-Based Web Application: Synergizing Deep Learning Models, Multimodal Data, and Insights from Usability Study with Pathologists Cancers journal-article ### Physician- and Patient-Elicited Barriers and Facilitators to Implementation of a Machine Learning–Based Screening Tool for Peripheral Arterial Disease: Preimplementation Study With Physician and Patient Stakeholders JMIR Cardio journal-article ### Visualizing Decisions and Analytics of Artificial Intelligence based Cancer Diagnosis and Grading of Specimen Digitized Biopsy: Case Study for Prostate Cancer conference-paper ### Visualizing Decisions and Analytics of Artificial Intelligence based Cancer Diagnosis and Grading of Specimen Digitized Biopsy: Case Study for Prostate Cancer International Conference on Intelligent User Interfaces, Proceedings IUI conference-paper ### Enhancing Prostate Cancer Diagnosis with a Novel Artificial Intelligence-Based Web Application: Synergizing Deep Learning Models, Multimodal Data, and Insights from Usability Study with Pathologists Cancers journal-article ### Visualizing Decisions and Analytics of Artificial Intelligence based Cancer Diagnosis and Grading of Specimen Digitized Biopsy: Case Study for Prostate Cancer medRxiv other ### Predicting Adverse Events in the Cardiothoracic Surgery Intensive Care Unit Using Machine Learning: Results and Challenges preprint ### Predicting Adverse Events in the Cardiothoracic Surgery Intensive Care Unit Using Machine Learning: Results and Challenges medRxiv other ### Physician- and Patient-Elicited Barriers and Facilitators to Implementation of a Machine Learning–Based Screening Tool for Peripheral Arterial Disease: Preimplementation Study With Physician and Patient Stakeholders (Preprint) preprint ### Performance and usability testing of an automated tool for detection of peripheral artery disease using electronic health records Scientific Reports journal-article ### Use of Multi-Modal Data and Machine Learning to Improve Cardiovascular Disease Care Frontiers in Cardiovascular Medicine journal-article ### Visualizing Decisions and Analytics of Artificial Intelligence based Cancer Diagnosis and Grading of Specimen Digitized Biopsy: Case Study for Prostate Cancer preprint ### Person entity profiling framework: Identifying, integrating and visualizing online freely available entity-related information arXiv other ### Personalized Multifaceted Visualization of Scholars Profiles ACM International Conference Proceeding Series conference-paper ### Visualizing Personalized Multifaceted ad-hoc Social Network UMAP 2020 Adjunct - Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization conference-paper ### Demonstrating personalized multifaceted visualization of people recommendation to conference participants International Conference on Intelligent User Interfaces, Proceedings IUI conference-paper ### Enhancing explainability of social recommendation using 2D graphs and word cloud visualizations International Conference on Intelligent User Interfaces, Proceedings IUI conference-paper ### Relational social recommendation: Application to the academic domain Expert Systems with Applications journal-article ### Harvesting entity-relation social networks from the web: Potential & challenges UMAP 2017 - Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization conference-paper ## Source Read this profile on Hello.cv: https://hello.cv/saeedamal Create your free profile at https://hello.cv