Michael Kane

Associate Professor

The University of Texas MD Anderson Cancer Center

Affiliations

Department Of Lymphoma And Myeloma

Michael Kane is currently serving as a Lymphoma And Myeloma Associate Professor at The University of Texas Md Anderson Cancer Center.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Michael Kane

The University of Texas MD Anderson Cancer Center

Associate Professor

You can click a keyword to filter the displayed items

statistics biostatistics medicine clinical trials machine learning public health applied statistics oncology respiratory medicine bayesian analysis biomedical informatics influenza cancer research statistical methodology cancer care virology time series avian biology medical internet research machine vision image representation computational statistics infectious disease modelling reproducible research clinical trial design medicinal research virus research computational imaging localization information fusion experimental gerontology trend prediction prediction modelling environmental exposures health geography tumor targeting deep reinforcement learning cancer biology ai healthcare cancer treatment health disparities cancer disparities candidate selection wildlife ecology vegetation science disease surveillance virus epidemiology disease outbreaks virus phylogeny resilience analysis clinical mycology occupational hygiene occupational epidemiology worker health occupational safety biogerontology geriatric medicine health monitoring clinical gerontology clinical measurements research-practice partnerships health status washington county natural gas wells west point cadets desert evening primroses demographic evidence natural populations seed banking statistical considerations basket designs oncology trials animal surveillance data circadian rhythm analysis wearable device data statistical challenges internal medicine translational research clinical laboratory epidemiology survival analysis gynecologic oncology knowledge discovery data science clinical epidemiology computational biology digital medicine pathology molecular informatics translational medicine hematology analytics data mining health informatics health information science molecular diagnostics jama oncology health sciences predictive analytics individualized medicine leukemia omics laboratory medicine informatics biomarkers diagnosis data and information visualization cancer letter statistical software data modeling thoracic oncology radiation oncology systems biology cancer discovery personalized medicine scientific data cancer imaging experimental medicine

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Joint Distribution for Indexes of Extremes With Applications to Climate Change. Statistics and Its Interface (2026)

extreme environmentsmeteorologygeoscientific model developmentclimate developmentclimate dynamicshydrometeorologynatural disastersnatural hazardsclimate modelsclimatic changeearth sciencegeographyclimatologydisaster risk scienceurban climateclimate changestatistics

Temporal External Validation of an Individuals Machine Learning Clinical Decision Support Prediction Tool for Hematopoietic Cell Transplantation for Sickle Cell Disease. Transplantation and Cellular Therapy (2026)

personalized medicinebiomedical informaticspredictive analyticsmodel selectionclinical transplantationcomputational intelligencemedicinehealth informaticsmachine learning researchpediatric transplantationbiostatisticsmachine learningdata scienceartificial intelligencesurvival analysisdigital medicinehealth information science

A Patient Similarity-Embedded Bayesian Approach to Prognostic Biomarker Inference With Application to Thoracic Cancer Immunity. Journal of the Royal Statistical Society Series C (Applied Statistics) (2025)

Duo YuMeilin HuangMichael J KaneBrian P Hobbs

bayesian analysisbiostatisticsstatistical inferenceprognostic biomarkersapplied statisticsprognostic biomarker inferencebiomarkersstatistics

Bayesian Counterfactual Machine Learning Individualizes Radiation Modality Selection to Mitigate Immunosuppression. JCO Clinical Cancer Informatics (2025)

model selectionbayesian inferenceinferenceradiation oncologybayesian analysismachine learning researchmitigate immunosuppressionradiationmachine learningstatistical inferenceuncertainty quantificationbayesian statisticsstatistics

Endpoint Assessment via Routinely Collected Data Generates Estimates Comparable to Randomized Controlled Trial Data: Analysis of a Cluster-Randomized Trial on Fall Injury Prevention. Journal of Clinical Epidemiology (2025)

randomized controlled trialsclinical effectivenessinjury preventionoutcome assessmentendpoint assessmentcluster-randomized trialfall injury preventionfall preventionoutcomes researchmedical statisticspublic healthrehabilitationhealth planningphysical medicineclinical trials

Ibcl-1117: Generating Cdisc-Compliant Data From Leo Crewe for Clinical Trial Development. Clinical Lymphoma Myeloma & Leukemia (2025)

personalized medicinebiomedical informaticsclinical datamedicineleo crewebiostatisticsdata repositoryprecision medicineclinical trial developmentexperimental medicineclinical translationcdisc-compliant dataomicsclinical trials

Ibcl-1120: Leveraging Retrieval-Augmented Generation (Rag) and Knowledge Graphs to Enhance Lymphoma Clinical Research and Decision Support. Clinical Lymphoma Myeloma & Leukemia (2025)

biomedical informaticspersonalized medicinecancer lettermedicinehealth informaticsknowledge graphsoncologyinformaticsknowledge-based systemsbiostatisticsdata sciencecancer careinformation retrievaldigital medicinetranslational researchknowledge discoveryhealth information science

Machine-Learning Predictive Tool for the Individualized Prediction of Outcomes of Hematopoietic Cell Transplantation for Sickle Cell Disease: Registry-Based Study. JMIR AI (2025)

Risk Factors and Consequences of Lapses in Proliferative Diabetic Retinopathy Care in a National Cohort. Diabetes Care (2025)

chronic diseasesocular diseasediabetesdiabetes epidemiologydiabetes mellitusrisk factorsdiabetes researchophthalmology retinadiabetes careophthalmologynational cohortdiabetic medicinemortalityepidemiology

The Maximum Negative Hypergeometric Distribution. Journal of Statistical Theory and Practice (2025)

applied mathematicsmathematical statisticscombinatoricsapplied probabilityprobability theorystatistical theorystatistical mechanicscombinatorial theorymathematicsextreme statisticanalytic combinatoricsmathematical sciences