From 96f7da9fa2a0b89b2874b8167125491aa2989863 Mon Sep 17 00:00:00 2001 From: PrathamSoni Date: Thu, 21 Oct 2021 01:46:50 -0400 Subject: [PATCH] external --- models/data.py | 45 ++++++- models/intervals.py | 62 ++++++---- models/visualize.py | 29 ++--- utils/graphs.py | 224 +++++++++++++++++----------------- utils/labels.py | 26 +++- utils/output/demographics.png | Bin 87998 -> 123784 bytes utils/output/heart.png | Bin 88477 -> 136376 bytes utils/output/lung.png | Bin 78311 -> 126032 bytes 8 files changed, 229 insertions(+), 157 deletions(-) diff --git a/models/data.py b/models/data.py index b277ee0..f80e578 100644 --- a/models/data.py +++ b/models/data.py @@ -9,13 +9,15 @@ os.chdir(os.path.dirname(os.path.abspath(__file__))) sys.path.append("../utils") from features import Mel, get_vggish_embedding, preprocess +import labels as la +import librosa as lb from file import get_location import augment as au import torchvision.transforms as transforms -import time import numpy as np import h5py as h5 import copy +from glob import glob torch.backends.cudnn.deterministic = True torch.backends.cudnn.benchmark = False @@ -79,7 +81,7 @@ def __getitem__(self, idx): # Positive pairs are from the same locations in the lung. Negative pairs are from different patients in the same # or different locations. - try : + try: if self.exp == 0: cycles = self.labels[self.labels['ID'] == id].drop(columns=['level_0']) cycles = cycles.reset_index() @@ -526,6 +528,9 @@ def get_class_val(self, row): else: return 1 + else: + return row["diagnosis"] + def get_split(self, df, split_file_path, train_prop=1.0): # Takes in a DataFrame and a path to a file of only Ints denoting Patient ID. # Returns a DataFrame of only samples with Patient IDs contained in the split. @@ -579,7 +584,7 @@ def __len__(self): def __getitem__(self, idx): row = self.labels.iloc[idx] X = self.data[idx] - #Resize function here possibly (check X dim) + # Resize function here possibly (check X dim) # Get label y = self.get_class_val(row) @@ -681,6 +686,36 @@ def get_split(self, df, split_file_path, train_prop=1.0): return df[df.ID.isin(IDs)] +class ExternalDataset(Dataset): + def __init__(self, path): + self.files = glob(os.path.join(os.getcwd(), path, "processed/audio/*.wav")) + self.max_len = 0 + self.mel_transform = Mel() + data_list = [] + + for file in self.files: + data, _ = lb.load(file) + data_list.append(data) + self.max_len = max(data.shape[0], self.max_len) + + self.data = np.zeros((len(data_list), self.max_len)) + for i, datum in enumerate(data_list): + length = datum.shape[0] + self.data[i][(self.max_len - length) // 2:(self.max_len - length) // 2 + length] = datum + + self.norm_func = transforms.Normalize([self.data.mean()], [self.data.std()]) + + + def __len__(self): + return len(self.files) + + def __getitem__(self, idx): + path = self.files[idx] + diagnosis = path.split("_")[1].split(",")[0] + X, y = process_data("test", self.mel_transform, self.data[idx], la.external_one_hot(diagnosis), self.norm_func) + return idx, X, y + + def get_transform(augment=None): if augment is None: mel = Mel() @@ -740,7 +775,7 @@ def process_data(mode, augment, X, y, norm_func): def get_dataset(task, label_file, base_dir, split="train", train_prop=1.0, df=None, transform=None, data=None, exp=None): dataset = [] - if task == "crackle" or task == "disease" or task == "wheeze": + if task == "crackle" or task == "disease" or task == "wheeze" or task == "lung": dataset = LungDataset(label_file, base_dir, task, split=split, transform=transform, train_prop=train_prop, df=df, data=data) elif task == "heart": @@ -757,6 +792,8 @@ def get_dataset(task, label_file, base_dir, split="train", train_prop=1.0, df=No dataset = LungDataset(label_file, base_dir, "disease", split=split, transform=transform, train_prop=train_prop, df=df, data=data) + elif task == "external": + dataset = ExternalDataset(base_dir) return dataset diff --git a/models/intervals.py b/models/intervals.py index 42490ab..c6729a1 100644 --- a/models/intervals.py +++ b/models/intervals.py @@ -75,7 +75,11 @@ def single_replicate_all_models(gt, task, models, metric_str, replicate_num): for model in models: y_score = pd.Series(model.scores)[sample_ids].to_list() - performance = sklearn.metrics.roc_auc_score(y_true, y_score) + + if metric_str == 'auc': + performance = sklearn.metrics.roc_auc_score(y_true, y_score) + elif metric_str == 'f1': + performance = sklearn.metrics.f1_score(y_true, np.round(y_score)) performances[model.name] = performance return performances @@ -192,7 +196,7 @@ def run_stage3(metric, read_path, save_path): def main(working_dir, dataset, num_replicates): - metrics = 'auc' + metrics = ['f1', 'auc'] directories = glob.glob(os.path.join(working_dir, '*')) base_dir = os.path.split(working_dir)[0][:-5] @@ -211,31 +215,31 @@ def main(working_dir, dataset, num_replicates): scikit = id, X, y = get_scikit_loader(device, dataset, label_file, base_dir, split="test", encoder=encoder) - - stage_1_save_path = f'{direct}/results/raw_{metrics}' - run_stage1(dataset, - num_replicates=num_replicates, - metric_str=metrics, - read_path=f'{direct}', - save_path=stage_1_save_path, - encoder=encoder, - gt=y, - data=data, - scikit=scikit - ) - - stage_2_save_path = f'{direct}/results/processed_{metrics}' - run_stage2(dataset, - read_path=stage_1_save_path, - save_path=stage_2_save_path, - confidence_level=0.05, - ) - - stage_3_save_path = f'{direct}/results/' - run_stage3(metrics, - read_path=stage_2_save_path, - save_path=stage_3_save_path - ) + for metric in metrics: + stage_1_save_path = f'{direct}/results/raw_{metric}' + run_stage1(dataset, + num_replicates=num_replicates, + metric_str=metric, + read_path=f'{direct}', + save_path=stage_1_save_path, + encoder=encoder, + gt=y, + data=data, + scikit=scikit + ) + + stage_2_save_path = f'{direct}/results/processed_{metric}' + run_stage2(dataset, + read_path=stage_1_save_path, + save_path=stage_2_save_path, + confidence_level=0.05, + ) + + stage_3_save_path = f'{direct}/results/' + run_stage3(metric, + read_path=stage_2_save_path, + save_path=stage_3_save_path + ) if __name__ == "__main__": @@ -243,3 +247,7 @@ def main(working_dir, dataset, num_replicates): device = 'cuda' if torch.cuda.is_available() else 'cpu' main('../data/logs/3_27', 'disease', num_replicates) main('../heart/logs/3_27', 'heart', num_replicates) + main('../external/logs/heart', 'external', num_replicates) + main('../external/logs/lung', 'external', num_replicates) + main('../external/logs/extra', 'external', num_replicates) + diff --git a/models/visualize.py b/models/visualize.py index 85957c9..d9cdd5e 100644 --- a/models/visualize.py +++ b/models/visualize.py @@ -40,21 +40,22 @@ def visualize_embeddings(task, base_dir, log_dir, model_file): pca_50 = PCA(n_components=50) pca_result_50 = pca_50.fit_transform(data_subset) - tsne = TSNE(n_components=2, verbose=0, perplexity=40, n_iter=300) - tsne_pca_results = tsne.fit_transform(pca_result_50) + for perplexity in [5, 25, 50]: + tsne = TSNE(n_components=2, verbose=0, perplexity=perplexity, n_iter=300) + tsne_pca_results = tsne.fit_transform(pca_result_50) - df['tsne-pca50-one'] = tsne_pca_results[:, 0] - df['tsne-pca50-two'] = tsne_pca_results[:, 1] - plt.figure(figsize=(5, 4)) - sns.scatterplot( - x="tsne-pca50-one", y="tsne-pca50-two", - hue="y", - palette=sns.color_palette("hls", 2), - data=df, - legend="full", - alpha=0.3, - ) - plt.savefig(os.path.join(log_dir, model_file[:-4] + '_viz.png')) + df['tsne-pca50-one'] = tsne_pca_results[:, 0] + df['tsne-pca50-two'] = tsne_pca_results[:, 1] + plt.figure(figsize=(5, 4)) + sns.scatterplot( + x="tsne-pca50-one", y="tsne-pca50-two", + hue="y", + palette=sns.color_palette("hls", len(pd.unique(df['y']))), + data=df, + legend="full", + alpha=0.3, + ) + plt.savefig(os.path.join(log_dir, model_file[:-4] + f'_{perplexity}_viz.png')) if __name__ == '__main__': diff --git a/utils/graphs.py b/utils/graphs.py index 1da1481..520a972 100644 --- a/utils/graphs.py +++ b/utils/graphs.py @@ -6,36 +6,36 @@ import plotly.io as pio pio.templates.default = "simple_white" -data = [['Baseline', '10%', 'linear', .664, .032], - ['Supervised', '10%', 'fine-tune', .773, .0345], - ['Supervised (Full)', '10%', 'fine-tune', .889, .024], - ['Baseline', '100%', 'linear', .803, .043], - ['Supervised', '100%', 'fine-tune', .930, .025], - ['Supervised (Full)', '100%', 'fine-tune', .929, .021], - - ['Spectrogram', '10%', 'fine-tune', .756, .0275], - ['Spectrogram + Split', '10%', 'fine-tune', .787, .037], - ['Frequency Only', '10%', 'fine-tune', .792, .0265], - ['Split', '10%', 'fine-tune', .797, .032], - ['Time Only', '10%', 'fine-tune', .857, .0285], - - ['Spectrogram', '100%', 'fine-tune', .920, .027], - ['Spectrogram + Split', '100%', 'fine-tune', .924, .027], - ['Frequency Only', '100%', 'fine-tune', .925, .025], - ['Split', '100%', 'fine-tune', .927, .0255], - ['Time Only', '100%', 'fine-tune', .927, .025], - - ['Spectrogram', '10%', 'linear', .660, .0375], - ['Frequency Only', '10%', 'linear', .666, .0165], - ['Spectrogram + Split', '10%', 'linear', .752, .038], - ['Split', '10%', 'linear', .744, .0335], - ['Time Only', '10%', 'linear', .808, .033], - - ['Spectrogram', '100%', 'linear', .766, .043], - ['Frequency Only', '100%', 'linear', .782, .041], - ['Spectrogram + Split', '100%', 'linear', .795, .0385], - ['Split', '100%', 'linear', .807, .0435], - ['Time Only', '100%', 'linear', .874, .032], +data = [['Baseline', '10%', 'linear', .664, .032], + ['Supervised', '10%', 'fine-tune', .773, .0345], + ['Supervised (Full)', '10%', 'fine-tune', .889, .024], + ['Baseline', '100%', 'linear', .803, .043], + ['Supervised', '100%', 'fine-tune', .930, .025], + ['Supervised (Full)', '100%', 'fine-tune', .929, .021], + + ['Spectrogram', '10%', 'fine-tune', .756, .0275], + ['Spectrogram + Split', '10%', 'fine-tune', .787, .037], + ['Frequency Only', '10%', 'fine-tune', .792, .0265], + ['Split', '10%', 'fine-tune', .797, .032], + ['Time Only', '10%', 'fine-tune', .857, .0285], + + ['Spectrogram', '100%', 'fine-tune', .920, .027], + ['Spectrogram + Split', '100%', 'fine-tune', .924, .027], + ['Frequency Only', '100%', 'fine-tune', .925, .025], + ['Split', '100%', 'fine-tune', .927, .0255], + ['Time Only', '100%', 'fine-tune', .927, .025], + + ['Spectrogram', '10%', 'linear', .660, .0375], + ['Frequency Only', '10%', 'linear', .666, .0165], + ['Spectrogram + Split', '10%', 'linear', .752, .038], + ['Split', '10%', 'linear', .744, .0335], + ['Time Only', '10%', 'linear', .808, .033], + + ['Spectrogram', '100%', 'linear', .766, .043], + ['Frequency Only', '100%', 'linear', .782, .041], + ['Spectrogram + Split', '100%', 'linear', .795, .0385], + ['Split', '100%', 'linear', .807, .0435], + ['Time Only', '100%', 'linear', .874, .032], ] fig = make_subplots(cols=2) @@ -58,44 +58,44 @@ in enumerate(data100['Runs'])] fig.add_bar(x=data10['Runs'], y=data10['AUC'], error_y=dict(type='data', array=data10['ci_95']), row=1, col=2, marker=dict(color=color10)) fig.add_bar(x=data100['Runs'], y=data100['AUC'], error_y=dict(type='data', array=data100['ci_95']), row=1, col=2, marker=dict(color=color100)) -fig.update_yaxes(title_text="AUC", range=[0, 1], row=1, col=1) -fig.update_yaxes(title_text="", range=[0, 1], row=1, col=2) -fig.update_xaxes(title_text='Linear Evaluation', row=1, col=1) -fig.update_xaxes(title_text='Fine-Tune Evaluation', row=1, col=2) -#fig.show() -fig.write_image('output/heart.png', width=1500, height=800) - -data = [['Baseline', '10%', 'linear', .512, .026], - ['Supervised', '10%', 'fine-tune', .628, .044], - ['Supervised (Full)', '10%', 'fine-tune', .687, .047], - ['Baseline', '100%', 'linear', .516, .048], - ['Supervised', '100%', 'fine-tune', .69, .059], - ['Supervised (Full)', '100%', 'fine-tune', .71, .0595], - - ['Split', '10%', 'fine-tune', .562, .054], - ['Time Only', '10%', 'fine-tune', .627, .0565], - ['Spectrogram + Split', '10%', 'fine-tune', .562, .0505], - ['Frequency Only', '10%', 'fine-tune', .618, .0515], - ['Spectrogram', '10%', 'fine-tune', .633, .0575], - - ['Split', '100%', 'fine-tune', .584, .063], - ['Time Only', '100%', 'fine-tune', .627, .0595], - ['Spectrogram + Split', '100%', 'fine-tune', .65, .066], - ['Frequency Only', '100%', 'fine-tune', .671, .0595], - ['Spectrogram', '100%', 'fine-tune', .691, .065], - - ['Split', '10%', 'linear', .558, .028], - ['Spectrogram + Split', '10%', 'linear', .533, .035], - ['Time Only', '10%', 'linear', .643, .0485], - ['Frequency Only', '10%', 'linear', .649, .0415], - ['Spectrogram', '10%', 'linear', .652, .0535], - - ['Split', '100%', 'linear', .552, .052], - ['Spectrogram + Split', '100%', 'linear', .609, .0595], - ['Time Only', '100%', 'linear', .654, .06], - ['Frequency Only', '100%', 'linear', .656, .058], - ['Spectrogram', '100%', 'linear', .659, .058], - +fig.update_layout(font={"size": 24}) +fig.update_yaxes(title_text="AUC", range=[0, 1], row=1, col=1, title_font={"size": 36}, title_standoff=40) +fig.update_yaxes(title_text="", range=[0, 1], row=1, col=2, title_font={"size": 36}, title_standoff=40) +fig.update_xaxes(title_text='Linear Evaluation', row=1, col=1, title_font={"size": 36}, title_standoff=20) +fig.update_xaxes(title_text='Fine-Tune Evaluation', row=1, col=2, title_font={"size": 36}, title_standoff=20) +fig.layout.update(showlegend=False) +fig.write_image('output/heart.png', width=2000, height=900) + +data = [['Baseline', '10%', 'linear', .512, .026], + ['Supervised', '10%', 'fine-tune', .628, .044], + ['Supervised (Full)', '10%', 'fine-tune', .687, .047], + ['Baseline', '100%', 'linear', .516, .048], + ['Supervised', '100%', 'fine-tune', .69, .059], + ['Supervised (Full)', '100%', 'fine-tune', .71, .0595], + + ['Split', '10%', 'fine-tune', .562, .054], + ['Time Only', '10%', 'fine-tune', .627, .0565], + ['Spectrogram + Split', '10%', 'fine-tune', .562, .0505], + ['Frequency Only', '10%', 'fine-tune', .618, .0515], + ['Spectrogram', '10%', 'fine-tune', .633, .0575], + + ['Split', '100%', 'fine-tune', .584, .063], + ['Time Only', '100%', 'fine-tune', .627, .0595], + ['Spectrogram + Split', '100%', 'fine-tune', .65, .066], + ['Frequency Only', '100%', 'fine-tune', .671, .0595], + ['Spectrogram', '100%', 'fine-tune', .691, .065], + + ['Split', '10%', 'linear', .558, .028], + ['Spectrogram + Split', '10%', 'linear', .533, .035], + ['Time Only', '10%', 'linear', .643, .0485], + ['Frequency Only', '10%', 'linear', .649, .0415], + ['Spectrogram', '10%', 'linear', .652, .0535], + + ['Split', '100%', 'linear', .552, .052], + ['Spectrogram + Split', '100%', 'linear', .609, .0595], + ['Time Only', '100%', 'linear', .654, .06], + ['Frequency Only', '100%', 'linear', .656, .058], + ['Spectrogram', '100%', 'linear', .659, .058], ] fig = make_subplots(cols=2) @@ -118,45 +118,46 @@ in enumerate(data100['Runs'])] fig.add_bar(x=data10['Runs'], y=data10['AUC'], error_y=dict(type='data', array=data10['ci_95']), row=1, col=2, marker=dict(color=color10)) fig.add_bar(x=data100['Runs'], y=data100['AUC'], error_y=dict(type='data', array=data100['ci_95']), row=1, col=2, marker=dict(color=color100)) -fig.update_yaxes(title_text="AUC", range=[0, 1], row=1, col=1) -fig.update_yaxes(title_text="", range=[0, 1], row=1, col=2) -fig.update_xaxes(title_text='Linear Evaluation', row=1, col=1) -fig.update_xaxes(title_text='Fine-Tune Evaluation', row=1, col=2) -#fig.show() -fig.write_image('output/lung.png', width=1500, height=800) +fig.update_layout(font={"size": 24}) +fig.update_yaxes(title_text="AUC", range=[0, 1], row=1, col=1, title_font={"size": 36}, title_standoff=40) +fig.update_yaxes(title_text="", range=[0, 1], row=1, col=2, title_font={"size": 36}, title_standoff=40) +fig.update_xaxes(title_text='Linear Evaluation', row=1, col=1, title_font={"size": 36}, title_standoff=20) +fig.update_xaxes(title_text='Fine-Tune Evaluation', row=1, col=2, title_font={"size": 36}, title_standoff=20) +fig.layout.update(showlegend=False) +fig.write_image('output/lung.png', width=2000, height=900) data = [ - ['Pos. Sim. Age', '10%', 'fine-tune', .665, .055], - ['Pos. Dif. Loc.', '10%', 'fine-tune', .681, .0595], - ['Pos. Same Loc.', '10%', 'fine-tune', .678, .057], - ['Pos. Same Loc./Neg. Same Loc.', '10%', 'fine-tune', .732, .052], - ['Neg. Sim. Sex', '10%', 'fine-tune', .754, .0515], - ['Neg. Sim. Age', '10%', 'fine-tune', .782, .0465], - ['Neg. Sim. Age + Sex', '10%', 'fine-tune', .822, .036], - - ['Pos. Sim. Age', '100%', 'fine-tune', .695, .057], - ['Pos. Dif. Loc.', '100%', 'fine-tune', .702, .0605], - ['Pos. Same Loc.', '100%', 'fine-tune', .692, .0615], - ['Pos. Same Loc./Neg. Same Loc.', '100%', 'fine-tune', .768, .0505], - ['Neg. Sim. Sex', '100%', 'fine-tune', .765, .0565], - ['Neg. Sim. Age', '100%', 'fine-tune', .785, .052], - ['Neg. Sim. Age + Sex', '100%', 'fine-tune', .842, .0365], - - ['Pos. Sim. Age', '10%', 'linear', .663, .0515], - ['Pos. Dif. Loc.', '10%', 'linear', .681, .049], - ['Pos. Same Loc.', '10%', 'linear', .690, .049], - ['Pos. Same Loc./Neg. Same Loc.', '10%', 'linear', .695, .048], - ['Neg. Sim. Sex', '10%', 'linear', .723, .0475], - ['Neg. Sim. Age', '10%', 'linear', .788, .0475], - ['Neg. Sim. Age + Sex', '10%', 'linear', .854, .0295], - - ['Pos. Sim. Age', '100%', 'linear', .674, .054], - ['Pos. Dif. Loc.', '100%', 'linear', .689, .0555], - ['Pos. Same Loc.', '100%', 'linear', .700, .058], - ['Pos. Same Loc./Neg. Same Loc.', '100%', 'linear', .745, .0525], - ['Neg. Sim. Sex', '100%', 'linear', .748, .056], - ['Neg. Sim. Age', '100%', 'linear', .773, .051], - ['Neg. Sim. Age + Sex', '100%', 'linear', .863, .028], + ['Pos. Sim. Age', '10%', 'fine-tune', .665, .055], + ['Pos. Dif. Loc.', '10%', 'fine-tune', .681, .0595], + ['Pos. Same Loc.', '10%', 'fine-tune', .678, .057], + ['Pos. Same Loc./Neg. Same Loc.', '10%', 'fine-tune', .732, .052], + ['Neg. Sim. Sex', '10%', 'fine-tune', .754, .0515], + ['Neg. Sim. Age', '10%', 'fine-tune', .782, .0465], + ['Neg. Sim. Age + Sex', '10%', 'fine-tune', .822, .036], + + ['Pos. Sim. Age', '100%', 'fine-tune', .695, .057], + ['Pos. Dif. Loc.', '100%', 'fine-tune', .702, .0605], + ['Pos. Same Loc.', '100%', 'fine-tune', .692, .0615], + ['Pos. Same Loc./Neg. Same Loc.', '100%', 'fine-tune', .768, .0505], + ['Neg. Sim. Sex', '100%', 'fine-tune', .765, .0565], + ['Neg. Sim. Age', '100%', 'fine-tune', .785, .052], + ['Neg. Sim. Age + Sex', '100%', 'fine-tune', .842, .0365], + + ['Pos. Sim. Age', '10%', 'linear', .663, .0515], + ['Pos. Dif. Loc.', '10%', 'linear', .681, .049], + ['Pos. Same Loc.', '10%', 'linear', .690, .049], + ['Pos. Same Loc./Neg. Same Loc.', '10%', 'linear', .695, .048], + ['Neg. Sim. Sex', '10%', 'linear', .723, .0475], + ['Neg. Sim. Age', '10%', 'linear', .788, .0475], + ['Neg. Sim. Age + Sex', '10%', 'linear', .854, .0295], + + ['Pos. Sim. Age', '100%', 'linear', .674, .054], + ['Pos. Dif. Loc.', '100%', 'linear', .689, .0555], + ['Pos. Same Loc.', '100%', 'linear', .700, .058], + ['Pos. Same Loc./Neg. Same Loc.', '100%', 'linear', .745, .0525], + ['Neg. Sim. Sex', '100%', 'linear', .748, .056], + ['Neg. Sim. Age', '100%', 'linear', .773, .051], + ['Neg. Sim. Age + Sex', '100%', 'linear', .863, .028], ] fig = make_subplots(cols=2) @@ -179,9 +180,10 @@ in enumerate(data100['Runs'])] fig.add_bar(x=data10['Runs'], y=data10['AUC'], error_y=dict(type='data', array=data10['ci_95']), row=1, col=2, marker=dict(color=color10)) fig.add_bar(x=data100['Runs'], y=data100['AUC'], error_y=dict(type='data', array=data100['ci_95']), row=1, col=2, marker=dict(color=color100)) -fig.update_yaxes(title_text="AUC", range=[0, 1], row=1, col=1) -fig.update_yaxes(title_text="", range=[0, 1], row=1, col=2) -fig.update_xaxes(title_text='Linear Evaluation', row=1, col=1) -fig.update_xaxes(title_text='Fine-Tune Evaluation', row=1, col=2) -#fig.show() -fig.write_image('output/demographics.png', width=1500, height=800) +fig.update_layout(font={"size": 24}) +fig.update_yaxes(title_text="AUC", range=[0, 1], row=1, col=1, title_font={"size": 36}, title_standoff=40) +fig.update_yaxes(title_text="", range=[0, 1], row=1, col=2, title_font={"size": 36}, title_standoff=40) +fig.update_xaxes(title_text='Linear Evaluation', row=1, col=1, title_font={"size": 36}, title_standoff=20) +fig.update_xaxes(title_text='Fine-Tune Evaluation', row=1, col=2, title_font={"size": 36}, title_standoff=20) +fig.layout.update(showlegend=False) +fig.write_image('output/demographics.png', width=2000, height=900) diff --git a/utils/labels.py b/utils/labels.py index c541463..9bb76bc 100644 --- a/utils/labels.py +++ b/utils/labels.py @@ -69,7 +69,7 @@ def class_distribution(task, label_file): with open(split_file_path, "r") as f: IDs = set([line.strip() for line in f]) - labelsdf=labelsdf[labelsdf.ID.isin(IDs)] + labelsdf = labelsdf[labelsdf.ID.isin(IDs)] distribution = [] if task == "symptom": @@ -121,3 +121,27 @@ def heart_recover_label(label): return "Normal" elif label == 1: return "Abnormal" + + +def external_one_hot(label): + if label == "N": + return 0 + else: + return 1 + + +def get_lung_full_labels(): + root = "../data/" + disease_labels = root + "processed/disease_labels.csv" + pt_data = root + "patient_diagnosis.csv" + output_labels = root + "processed/lung_labels.csv" + + df = pd.read_csv(disease_labels)[["ID", "cycle"]] + df = df.rename(columns={"ID": "key"}).set_index("key") + true_labels = pd.read_csv(pt_data, names=['key', 'diagnosis']).set_index('key') + final = df.join(true_labels).reset_index().rename(columns={"key": "ID"}) + final.to_csv(output_labels, index=False) + + +if __name__ == "__main__": + get_lung_full_labels() diff --git a/utils/output/demographics.png b/utils/output/demographics.png index e3bab8817f3e2f90c607eac285534babd172493f..067f32795374ff75884d0996297712e73e5403ef 100644 GIT binary patch literal 123784 zcmeEuc{tST`@gNUqJ*-xt86Xyb;^;-)=5aVN?9VZjA87lqX?%{k!({!_C&~7+L+3o zWn_&BW1WU!Fvk4uw>llpXZe1A*YBU-ALnvirN+$jJoj@iuh;9o-)@~W)Lp+ucnupH z+xp|jemTX)#@)ci#(90!O8B2yhm3GGwykW(e>r^G+j_KXZL!!TAEkLU-BrP;pgrt| zGj5*t-au7YAtM+rD8Re*#T482Fz#MW zI)+=3v2_rI;@P(I`p&qo_*QX@o%Zwm)+~kkhvrTJjFRGqcJ=C$H58xLFgmj*fBMM_ zCt}We8?IG+TTwx5>>U5$8(c5PT`uza9(I?c|NKLX??1YNi>%1;A3x~F8hp48&i}B~ z&s}Wg|Hf64@ZWZ|_@i9p>HlF%tN7k?sRz4A{`Vuohq0Gv{Ey2WWH-Wftp1<&jtX+& z{hyW#)_=uM_WH+E|Cow{>mRRLOh5kw;6J(QM;-bnt#3vBQvnxo#6Msmi0vP+un4*S z!Br3u|A2-6pTPnV!<%J=S6mqDS&-43xD)lRoG~tv7Vmzd=D~sFa(=}_%Q%)pL6B-; zV>M-9^%A^jKUos;O>B^A ztKl;K7JPmKACBm}O9D%Nq&(GZZ2S7!3Tg?lOjc0Va&vvabp8smf`w$$wxx6@SRW%98UI)oH>)DISZ4{1Ovy3)=RIA6f=7Vvq?U$M3)w5MkZ9^~Z>f&B%)rV4BQMuH1C-r7;H~r;1 zZRI~nXy3HVMEl7caJ{*>D(wg%Li5rSp#CKjziL2yrSu8BK`t_V!&18jv2}?r{Wn|i zBYwor$B|1EUAF6gL&CKskuCqR20r|MdnW?$;eS8gzW~a02|;ZBz2O87M#J= zoM-X@FS~5fRShD~xaGx#pS^dvv(&$}cj6+&9#?uwEn9RyJNsOa%o(Mo7H{&=T9u`* zZ9RD(GTuHP;;toDfLq6MP6t(Ka|(W5b^+&Z!e+D!9=P0Cx+v%Fttg3SD@N=}gn7H3 zs)R0mjVoj0NrLGvO3AWCx1wBMi8pvVyxNY}S(+c#-3e0lx+&O{y)=KFdj+|Qv+!J( zz8UF}h{E8~*Md+c5RVyOtzwof3b)(FDa^b6%*CQ(OS~a?8*GNB@j{8fvPB<&mbqaNTN%4Aiu8y*d{l7hweSB0HnZ)le$kPoi?Ty- z@wQz*Uh*0{hY9#w<{ucVWsCCRl+N)wsLP+b)3tr+wf}YulGiWcL#9hZ zfB!j13hWloTv9Ws4G|ALmcE9wsMsHALr-$$N5*S`^WjeXQqEL z|M$H5Pv-xTD*wO9{HSa$m*U>v5Z)je-{gWH6O@>JuX|a+{_eJul91jLOy62AP5KSe zNcnEH_*;Ftyz6RyBLq^MrvcI2G?n zT}q{be_MsTuVMN7HoFJA2293Lvt9k2-r&{0{;u8Epv{||a*eGly86N?1)-CKR=;5V zsHKQNTN)rrU!@pcVR_kG_wtpweS$y|qjPX~X|-*XhGL}Jc=6eN0G(e-?>6xO^VSNz zr!6(_{&!Gsw^>_)jRlE6(UI`>t3)eI6QDQKhXnf3=r=No9+BN z8}b3~*&pHj3q|eOxfLb%uK&w6AX~h%97Qfh%ROiPM!+Kud0m%nS2X8ESYee6{{#~! 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