Pinned Repositories
ADE_detection
ai-ml-ripperk
A high performance rule induction algorithm (RIPPERk).
awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
Biomedical_Clinical_LLMs
BreastCaPathClassification
breast cancer pathology classification with supervised and zero-shot methods
CliNER
Clinical Named Entity Recognition system (CliNER) is an open-source natural language processing system for named entity recognition in clinical text of electronic health records.
clinical_datasets
List of publicly-available clinical datasets
OncLLMExtraction
Expert-Curated Oncology Reports to Advance Language Model Inference
rnn_expl_rules
SDAE
Stacked Denoising AutoEncoder
MadhumitaSushil's Repositories
MadhumitaSushil/SDAE
Stacked Denoising AutoEncoder
MadhumitaSushil/OncLLMExtraction
Expert-Curated Oncology Reports to Advance Language Model Inference
MadhumitaSushil/Biomedical_Clinical_LLMs
MadhumitaSushil/ADE_detection
MadhumitaSushil/ai-ml-ripperk
A high performance rule induction algorithm (RIPPERk).
MadhumitaSushil/awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
MadhumitaSushil/CliNER
Clinical Named Entity Recognition system (CliNER) is an open-source natural language processing system for named entity recognition in clinical text of electronic health records.
MadhumitaSushil/clinical_datasets
List of publicly-available clinical datasets
MadhumitaSushil/coral
MadhumitaSushil/interpretability-literature
MadhumitaSushil/rnn_expl_rules
MadhumitaSushil/anchor
Code for "High-Precision Model-Agnostic Explanations" paper
MadhumitaSushil/bio-lm
We evaluate many models used for biomedical and clinical nlp tasks, and train new models that perform much better.
MadhumitaSushil/BreastCaPathClassification
breast cancer pathology classification with supervised and zero-shot methods
MadhumitaSushil/clicr
Machine reading comprehension on clinical case reports
MadhumitaSushil/code-status-annotations-mimic
Code status annotations for 1174 MIMIC-III discharge summaries
MadhumitaSushil/deeplearning4j
Deep Learning for Java, Scala & Clojure on Hadoop, Spark & GPUs
MadhumitaSushil/DeepLearningExamples
Deep Learning Examples
MadhumitaSushil/Excitement-Open-Platform
Open Source Platform for Recognizing Textual Entailments (RTE)
MadhumitaSushil/GetAhead2019
MadhumitaSushil/imp_vis
Interactive in-browser importance score visualizer tool for sequences
MadhumitaSushil/interpretable_decision_sets
MadhumitaSushil/language
Shared repository for open-sourced projects from the Google AI Language team.
MadhumitaSushil/MadhumitaSushil.github.io
Personal website
MadhumitaSushil/medspacy
Library for clinical NLP with spaCy.
MadhumitaSushil/models
Models and examples built with TensorFlow
MadhumitaSushil/rdocChallenge
Our approach to the CEGS N-GRID 2016 Shared Task in Clinical Natural Language Processing, about the detection of symptom severity.
MadhumitaSushil/sdoh_n2c2track2_ucsf_umcu
Code for the N2C2 SDOH challenge and a consequent article
MadhumitaSushil/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.